3,037 results on '"Singer, A. C."'
Search Results
2. Estimating the Number and Locations of Boundaries in Reverberant Environments with Deep Learning
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Arikan, Toros, Chackalackal, Luca M., Ahsan, Fatima, Tittel, Konrad, Singer, Andrew C., Wornell, Gregory W., and Baraniuk, Richard G.
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Computer Science - Sound ,Electrical Engineering and Systems Science - Audio and Speech Processing - Abstract
Underwater acoustic environment estimation is a challenging but important task for remote sensing scenarios. Current estimation methods require high signal strength and a solution to the fragile echo labeling problem to be effective. In previous publications, we proposed a general deep learning-based method for two-dimensional environment estimation which outperformed the state-of-the-art, both in simulation and in real-life experimental settings. A limitation of this method was that some prior information had to be provided by the user on the number and locations of the reflective boundaries, and that its neural networks had to be re-trained accordingly for different environments. Utilizing more advanced neural network and time delay estimation techniques, the proposed improved method no longer requires prior knowledge the number of boundaries or their locations, and is able to estimate two-dimensional environments with one or two boundaries. Future work will extend the proposed method to more boundaries and larger-scale environments.
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- 2024
3. Water industry strategies to manufacture doubt and deflect blame for sewage pollution in England
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Ford, Alex T., Singer, Andrew C., Hammond, Peter, and Woodward, Jamie
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- 2025
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4. Measured air quality impacts after teaching parents about cooking ventilation with a video: a pilot study
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Holm, Stephanie M., Singer, Brett C., Kang Dufour, Mi-Suk, Delp, Woody, Nolan, James E. S., Bueno de Mesquita, P. Jacob, Ward, Bailey, Williamson, Yahna, Le, O’Philia, Russell, Marion L., Harley, Kim G., and Balmes, John R.
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- 2024
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5. Bedroom Concentrations and Emissions of Volatile Organic Compounds during Sleep
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Molinier, Betty, Arata, Caleb, Katz, Erin F, Lunderberg, David M, Ofodile, Jennifer, Singer, Brett C, Nazaroff, William W, and Goldstein, Allen H
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Earth Sciences ,Atmospheric Sciences ,Environmental Sciences ,Pollution and Contamination ,Sleep Research ,Volatile Organic Compounds ,Air Pollution ,Indoor ,Sleep ,Humans ,Environmental Monitoring ,Housing ,Air Pollutants ,indoor air ,VOC composition ,residentialmicroenvironments ,CO2 ,residential microenvironments - Abstract
Because humans spend about one-third of their time asleep in their bedrooms and are themselves emission sources of volatile organic compounds (VOCs), it is important to specifically characterize the composition of the bedroom air that they experience during sleep. This work uses real-time indoor and outdoor measurements of volatile organic compounds (VOCs) to examine concentration enhancements in bedroom air during sleep and to calculate VOC emission rates associated with sleeping occupants. Gaseous VOCs were measured with proton-transfer reaction time-of-flight mass spectrometry during a multiweek residential monitoring campaign under normal occupancy conditions. Results indicate high emissions of nearly 100 VOCs and other species in the bedroom during sleeping periods as compared to the levels in other rooms of the same residence. Air change rates for the bedroom and, correspondingly, emission rates of sleeping-associated VOCs were determined for two bounding conditions: (1) air exchange between the bedroom and outdoors only and (2) air exchange between the bedroom and other indoor spaces only (as represented by measurements in the kitchen). VOCs from skin oil oxidation and personal care products were present, revealing that many emission pathways can be important occupant-associated emission factors affecting bedroom air composition in addition to direct emissions from building materials and furnishings.
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- 2024
6. Characterizing PM2.5 Emissions and Temporal Evolution of Organic Composition from Incense Burning in a California Residence
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Ofodile, Jennifer, Alves, Michael R, Liang, Yutong, Franklin, Emily B, Lunderberg, David M, Ivey, Cesunica E, Singer, Brett C, Nazaroff, William W, and Goldstein, Allen H
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Indoor air ,Incense burning ,Organics ,PM2.5 ,SVOCs ,GC×GC ,Chemical speciation - Abstract
The chemical composition of incense-generated organic aerosol in residential indoor air has received limited attention in Western literature. In this study, we conducted incense burning experiments in a single-family California residence during vacancy. We report the chemical composition of organic fine particulate matter (PM2.5), associated emission factors (EFs), and gas-particle phase partitioning for indoor semivolatile organic compounds (SVOCs). Speciated organic PM2.5 measurements were made using two-dimensional gas chromatography coupled with high-resolution time-of-flight mass spectrometry (GC×GC-HR-ToF-MS) and semivolatile thermal desorption aerosol gas chromatography (SV-TAG). Organic PM2.5 EFs ranged from 7 to 31 mg g-1 for burned incense and were largely comprised of polar and oxygenated species, with high abundance of biomass-burning tracers such as levoglucosan. Differences in PM2.5 EFs and chemical profiles were observed in relation to the type of incense burned. Nine indoor SVOCs considered to originate from sources other than incense combustion were enhanced during incense events. Time-resolved concentrations of these SVOCs correlated well with PM2.5 mass (R 2 > 0.75), suggesting that low-volatility SVOCs such as bis(2-ethylhexyl)phthalate and butyl benzyl phthalate partitioned to incense-generated PM2.5. Both direct emissions and enhanced partitioning of low-volatility indoor SVOCs to incense-generated PM2.5 can influence inhalation exposures during and after indoor incense use.
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- 2024
7. Multisensory flicker modulates widespread brain networks and reduces interictal epileptiform discharges
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Blanpain, Lou T., Cole, Eric R., Chen, Emily, Park, James K., Walelign, Michael Y., Gross, Robert E., Cabaniss, Brian T., Willie, Jon T., and Singer, Annabelle C.
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- 2024
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8. Assessing residential PM2.5 concentrations and infiltration factors with high spatiotemporal resolution using crowdsourced sensors
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Lunderberg, David M, Liang, Yutong, Singer, Brett C, Apte, Joshua S, Nazaroff, William W, and Goldstein, Allen H
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Environmental Sciences ,Pollution and Contamination ,Climate-Related Exposures and Conditions ,Health Effects of Indoor Air Pollution ,Social Determinants of Health ,Climate Action ,Humans ,Air Pollutants ,Air Pollution ,Indoor ,Environmental Monitoring ,Crowdsourcing ,Particulate Matter ,Particle Size ,indoor air ,PM2.5 ,infiltration ,source apportionment ,exposure - Abstract
Building conditions, outdoor climate, and human behavior influence residential concentrations of fine particulate matter (PM2.5). To study PM2.5 spatiotemporal variability in residences, we acquired paired indoor and outdoor PM2.5 measurements at 3,977 residences across the United States totaling >10,000 monitor-years of time-resolved data (10-min resolution) from the PurpleAir network. Time-series analysis and statistical modeling apportioned residential PM2.5 concentrations to outdoor sources (median residential contribution = 52% of total, coefficient of variation = 69%), episodic indoor emission events such as cooking (28%, CV = 210%) and persistent indoor sources (20%, CV = 112%). Residences in the temperate marine climate zone experienced higher infiltration factors, consistent with expectations for more time with open windows in milder climates. Likewise, for all climate zones, infiltration factors were highest in summer and lowest in winter, decreasing by approximately half in most climate zones. Large outdoor-indoor temperature differences were associated with lower infiltration factors, suggesting particle losses from active filtration occurred during heating and cooling. Absolute contributions from both outdoor and indoor sources increased during wildfire events. Infiltration factors decreased during periods of high outdoor PM2.5, such as during wildfires, reducing potential exposures from outdoor-origin particles but increasing potential exposures to indoor-origin particles. Time-of-day analysis reveals that episodic emission events are most frequent during mealtimes as well as on holidays (Thanksgiving and Christmas), indicating that cooking-related activities are a strong episodic emission source of indoor PM2.5 in monitored residences.
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- 2023
9. Unsupervised Opinion Aggregation -- A Statistical Perspective
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Sevuktekin, Noyan C. and Singer, Andrew C.
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Computer Science - Artificial Intelligence ,Computer Science - Machine Learning ,Electrical Engineering and Systems Science - Signal Processing - Abstract
Complex decision-making systems rarely have direct access to the current state of the world and they instead rely on opinions to form an understanding of what the ground truth could be. Even in problems where experts provide opinions without any intention to manipulate the decision maker, it is challenging to decide which expert's opinion is more reliable -- a challenge that is further amplified when decision-maker has limited, delayed, or no access to the ground truth after the fact. This paper explores a statistical approach to infer the competence of each expert based on their opinions without any need for the ground truth. Echoing the logic behind what is commonly referred to as \textit{the wisdom of crowds}, we propose measuring the competence of each expert by their likeliness to agree with their peers. We further show that the more reliable an expert is the more likely it is that they agree with their peers. We leverage this fact to propose a completely unsupervised version of the na\"{i}ve Bayes classifier and show that the proposed technique is asymptotically optimal for a large class of problems. In addition to aggregating a large block of opinions, we further apply our technique for online opinion aggregation and for decision-making based on a limited the number of opinions., Comment: This research was conducted during Noyan Sevuktekin's time at University of Illinois at Urbana-Champaign and the results were first presented in Chapter 3 of his dissertation, entitled "Learning From Opinions". Permalink: https://hdl.handle.net/2142/110814
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- 2023
10. Author Correction: Gamma frequency entrainment attenuates amyloid load and modifies microglia
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Iaccarino, Hunter F., Singer, Annabelle C., Martorell, Anthony J., Rudenko, Andrii, Gao, Fan, Gillingham, Tyler Z., Mathys, Hansruedi, Seo, Jinsoo, Kritskiy, Oleg, Abdurrob, Fatema, Adaikkan, Chinnakkaruppan, Canter, Rebecca G., Rueda, Richard, Brown, Emery N., Boyden, Edward S., and Tsai, Li-Huei
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- 2024
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11. Online Segmented Recursive Least-Squares for Multipath Doppler Tracking
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Choi, Jae Won, Chowdhary, Girish, Singer, Andrew C., Vishnu, Hari, Weiss, Amir, Wornell, Gregory W., and Deane, Grant
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Electrical Engineering and Systems Science - Signal Processing - Abstract
Underwater communication signals typically suffer from distortion due to motion-induced Doppler. Especially in shallow water environments, recovering the signal is challenging due to the time-varying Doppler effects distorting each path differently. However, conventional Doppler estimation algorithms typically model uniform Doppler across all paths and often fail to provide robust Doppler tracking in multipath environments. In this paper, we propose a dynamic programming-inspired method, called online segmented recursive least-squares (OSRLS) to sequentially estimate the time-varying non-uniform Doppler across different multipath arrivals. By approximating the non-linear time distortion as a piece-wise-linear Markov model, we formulate the problem in a dynamic programming framework known as segmented least-squares (SLS). In order to circumvent an ill-conditioned formulation, perturbations are added to the Doppler model during the linearization process. The successful operation of the algorithm is demonstrated in a simulation on a synthetic channel with time-varying non-uniform Doppler.
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- 2023
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12. Towards Robust Data-Driven Underwater Acoustic Localization: A Deep CNN Solution with Performance Guarantees for Model Mismatch
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Weiss, Amir, Singer, Andrew C., and Wornell, Gregory W.
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Electrical Engineering and Systems Science - Signal Processing - Abstract
Key challenges in developing underwater acoustic localization methods are related to the combined effects of high reverberation in intricate environments. To address such challenges, recent studies have shown that with a properly designed architecture, neural networks can lead to unprecedented localization capabilities and enhanced accuracy. However, the robustness of such methods to environmental mismatch is typically hard to characterize, and is usually assessed only empirically. In this work, we consider the recently proposed data-driven method [19] based on a deep convolutional neural network, and demonstrate that it can learn to localize in complex and mismatched environments. To explain this robustness, we provide an upper bound on the localization mean squared error (MSE) in the ``true" environment, in terms of the MSE in a ``presumed" environment and an additional penalty term related to the environmental discrepancy. Our theoretical results are corroborated via simulation results in a rich, highly reverberant, and mismatch channel.
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- 2023
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13. Through Tissue Ultra-high-definition Video Transmission Using an Ultrasound Communication Channel
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Kou, Zhengchang, Singer, Andrew C., and Oelze, Michael L.
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Electrical Engineering and Systems Science - Signal Processing - Abstract
Wireless capsule endoscopy (WCE) has been widely adopted as complementary to traditional wired gastroendoscopy, especially for small bowel diseases which are beyond the latter's reach. However, both the video resolution and frame rates are limited in current WCE solutions due to the limited wireless data rate. The reasons behind this are that the electromagnetic (EM), radio frequency (RF) based communication scheme used by WCE has strict limits on useable bandwidth and power, and the high attenuation in the human body compared to air. Ultrasound communication could be a potential alternative solution as it has access to much higher bandwidths and transmitted power with much lower attenuation. In this paper, we propose an ultrasound communication scheme specially designed for high data rate through tissue data transmission and validate this communication scheme by successfully transmitting ultra-high-definition (UHD) video (3840*2160 pixels at 60 FPS) through 5 cm of pork belly. Over 8.3 Mbps error free payload data rate was achieved with the proposed communication scheme and our custom-built field programmable gate array (FPGA) based test platform.
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- 2022
14. Cooking methods and kitchen ventilation availability, usage, perceived performance and potential in Canadian homes
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Sun, Liu and Singer, Brett C
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Epidemiology ,Public Health ,Health Sciences ,Lung ,Social Determinants of Health ,Bioengineering ,Assistive Technology ,Humans ,Air Pollution ,Indoor ,Environmental Monitoring ,Canada ,Air Pollutants ,Ventilation ,Cooking ,Particulate Matter ,Cooking pollutants ,Extractor hood ,Healthy buildings ,Indoor air quality ,Inhalation exposure ,Range hood ,Chemical Sciences ,Environmental Sciences ,Medical and Health Sciences ,Public health - Abstract
BackgroundCooking is a substantial contributor to air pollutant exposures in many residences. Effective use of kitchen ventilation can mitigate exposure; however, information on its availability, usage, and potential to increase its use across the population has been limited.ObjectiveThis study aimed to obtain nationally representative information on cooking methods, kitchen ventilation availability and usage, and the potential for education to increase effective usage.MethodsAn online survey was sent to a representative sample of Canadian homes to collect data on cooking methods, the presence and use of mechanical kitchen ventilation devices, perceived device performance, and willingness to implement mitigation strategies. Responses were weighted to match key demographic factors and analyzed using non-parametric statistics.ResultsAmong the 4500 respondents, 90% had mechanical ventilation devices over the cooktop (66% of which were vented to the outside), and 30% reported regularly using their devices. Devices were used most often for deep-frying, followed by stir-frying, sautéing or pan-frying, indoor grilling, boiling or steaming. Almost half reported rarely or never using their ventilation devices during baking or oven self-cleaning. Only 10% were fully satisfied with their devices. More frequent use was associated with the device being vented to the outdoors, having more than two speed settings, quiet operation if only one speed, covering over half of the cooktop, and higher perceived effectiveness. After being informed of the benefits of kitchen ventilation, 64% indicated they would consider using their devices more often, preferentially using back burners with ventilation, and/or using higher ventilation device settings when needed.ImpactThis study provides population-representative data on the most used cooking methods, kitchen ventilation availability and usage, and influencing factors in Canadian homes. Such data are needed for exposure assessments and evaluating the potential to mitigate cooking-related pollutant exposures via more effective use of kitchen ventilation. The data can be reasonably extrapolated to the United States, given the similarities in residential construction practices and cultural norms between the two countries.
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- 2023
15. Presence of emerging organic contaminants and microbial indicators in surface water and groundwater in urban India
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Brauns, Bentje, Chandra, Subhash, Civil, Wayne, Lapworth, Dan J., MacDonald, Alan M., McKenzie, Andrew A., Read, Daniel S., Sekhar, Muddu, Singer, Andrew C., Thankachan, Amritha, and Tipper, Holly J.
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- 2024
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16. Diurnal changes in pathogenic and indicator virus concentrations in wastewater
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Farkas, Kata, Pântea, Igor, Woodhall, Nick, Williams, Denis, Lambert-Slosarska, Kathryn, Williams, Rachel C., Grimsley, Jasmine M. S., Singer, Andrew C., and Jones, Davey L.
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- 2023
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17. A critical meta-analysis of predicted no effect concentrations for antimicrobial resistance selection in the environment
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Murray, Aimee K., Stanton, Isobel C., Tipper, Holly J., Wilkinson, Helen, Schmidt, Wiebke, Hart, Alwyn, Singer, Andrew C., and Gaze, William H.
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- 2024
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18. A Semi-Blind Method for Localization of Underwater Acoustic Sources
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Weiss, Amir, Arikan, Toros, Vishnu, Hari, Deane, Grant B., Singer, Andrew C., and Wornell, Gregory W.
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Electrical Engineering and Systems Science - Signal Processing - Abstract
Underwater acoustic localization has traditionally been challenging due to the presence of unknown environmental structure and dynamic conditions. The problem is richer still when such structure includes occlusion, which causes the loss of line-of-sight (LOS) between the acoustic source and the receivers, on which many of the existing localization algorithms rely. We develop a semi-blind passive localization method capable of accurately estimating the source's position even in the possible absence of LOS between the source and all receivers. Based on typically-available prior knowledge of the water surface and bottom, we derive a closed-form expression for the optimal estimator under a multi-ray propagation model, which is suitable for shallow-water environments and high-frequency signals. By exploiting a computationally efficient form of this estimator, our methodology makes comparatively high-resolution localization feasible. We also derive the Cram\'er-Rao bound for this model, which can be used to guide the placement of collections of receivers so as to optimize localization accuracy. The method improves a balance of accuracy and robustness to environmental model mismatch, relative to existing localization methods that are useful in similar settings. The method is validated with simulations and water tank experiments.
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- 2021
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19. Do storm overflows influence AMR in the environment and is this relevant to human health? A UK perspective on a global issue
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Tipper, Holly J., Stanton, Isobel C., Payne, Rachel A., Read, Daniel S., and Singer, Andrew C.
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- 2024
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20. Investigating the influence of environmental information on perceived indoor environmental quality: An exploratory study
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Tang, Hao, Ding, Yong, Liu, Xue, and Singer, Brett C
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Built Environment and Design ,Architecture ,Clinical Research ,Behavioral and Social Science ,Environmental monitoring ,Acoustic ,Thermal comfort ,Visual ,Indoor air quality ,Psychology ,Civil Engineering ,Building ,Civil engineering - Abstract
Under the assumption that information can impact perception, most research on human sensation and satisfaction with indoor environmental quality (IEQ) parameters has been conducted with respondents uninformed about the test conditions. Therefore, researchers know little about the impact of information on perception. These potential effects are increasingly relevant as quantitative information about indoor environments becomes accessible via low-cost, wirelessly connected sensors. In this experimental study, 48 subjects were exposed to varied indoor environmental conditions and provided with different types of environmental information. The subjects' sensation and satisfaction were compared when they were blinded or provided with quantitative information about and/or qualitative ratings of specific parameters. The results indicate that accurate information on parameter values influenced how the subjects perceived the indoor air quality (IAQ) but not how they perceived the thermal, acoustic, or visual quality. The subjects rated the IAQ more positively when they were informed that there were nonzero ventilation rates. The qualitative ratings influenced the subjects' perceptions of all four environmental factors, but in different directions. The subjects generally had more positive sensation and higher satisfaction when they were told that the parameter values and qualitative ratings were more favorable than the test conditions. However, the improved sensation and satisfaction were often not as good as when the environmental conditions were actually improved and the subjects were provided with accurate information. These findings affirm the critical need for more research on the impacts of information on perceptions of the indoor environment.
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- 2022
21. Video-Streaming Biomedical Implants using Ultrasonic Waves for Communication
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Tabak, Gizem, Choi, Jae Won, Miller, Rita J., Oelze, Michael L., and Singer, Andrew C.
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Electrical Engineering and Systems Science - Signal Processing ,Electrical Engineering and Systems Science - Image and Video Processing ,Physics - Medical Physics - Abstract
The use of wireless implanted medical devices (IMDs) is growing because they facilitate continuous monitoring of patients during normal activities, simplify medical procedures required for data retrieval and reduce the likelihood of infection associated with trailing wires. However, most of the state-of-the-art IMDs are passive and offline devices. One of the key obstacles to an active and online IMD is the infeasibility of real-time, high-quality video broadcast from the IMD. Such broadcast would help develop innovative devices such as a video-streaming capsule endoscopy (CE) pill with therapeutic intervention capabilities. State-of-the-art IMDs employ radio-frequency electromagnetic waves for information transmission. However, high attenuation of RF-EM waves in tissues and federal restrictions on the transmit power and operable bandwidth lead to fundamental performance constraints for IMDs employing RF links, and prevent achieving high data rates that could accomodate video broadcast. In this work, ultrasonic waves were used for video transmission and broadcast through biological tissues. The proposed proof-of-concept system was tested on a porcine intestine ex vivo and a rabbit in vivo. It was demonstrated that using a millimeter-sized, implanted biocompatible transducer operating at 1.1-1.2 MHz, it was possible to transmit endoscopic video with high resolution (1280 pixels by 720 pixels) through porcine intestine wrapped with bacon, and to broadcast standard definition (640 pixels by 480 pixels) video near real-time through rabbit abdomen in vivo. A media repository that includes experimental demonstrations and media files accompanies this paper. The accompanying media repository can be found at this link: https://bit.ly/3wuc7tk., Comment: arXiv admin note: text overlap with arXiv:1909.13172
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- 2021
22. Blind Exploration and Exploitation of Stochastic Experts
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Sevuktekin, Noyan C. and Singer, Andrew C.
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Electrical Engineering and Systems Science - Signal Processing ,Computer Science - Machine Learning - Abstract
We present blind exploration and exploitation (BEE) algorithms for identifying the most reliable stochastic expert based on formulations that employ posterior sampling, upper-confidence bounds, empirical Kullback-Leibler divergence, and minmax methods for the stochastic multi-armed bandit problem. Joint sampling and consultation of experts whose opinions depend on the hidden and random state of the world becomes challenging in the unsupervised, or blind, framework as feedback from the true state is not available. We propose an empirically realizable measure of expert competence that can be inferred instantaneously using only the opinions of other experts. This measure preserves the ordering of true competences and thus enables joint sampling and consultation of stochastic experts based on their opinions on dynamically changing tasks. Statistics derived from the proposed measure is instantaneously available allowing both blind exploration-exploitation and unsupervised opinion aggregation. We discuss how the lack of supervision affects the asymptotic regret of BEE architectures that rely on UCB1, KL-UCB, MOSS, IMED, and Thompson sampling. We demonstrate the performance of different BEE algorithms empirically and compare them to their standard, or supervised, counterparts.
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- 2021
23. High Data Rate Near-Ultrasonic Communication with Consumer Devices
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Tabak, Gizem, Lin, Xintian Eddie, and Singer, Andrew C.
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Electrical Engineering and Systems Science - Signal Processing - Abstract
Automating device pairing and credential exchange in consumer devices reduce the time users spend with mundane tasks and improve the user experience. Acoustic communication is gaining traction as a practical alternative to Bluetooth or Wi-Fi because it can enable quick and localized information transfer between consumer devices with built-in hardware. However, achieving high data rates (>1 kbps) in such systems has been a challenge because the systems and methods chosen for communication were not tailored to the application. In this work, a high data rate, near-ultrasonic communication (NUSC) system is proposed to transfer personal identification numbers (PINs) to establish a connection between consumer laptops using built-in microphones and speakers. The similarities between indoor near-ultrasonic and underwater acoustic communication (UWAC) channels are identified, and appropriate UWAC techniques are tailored to the NUSC system. The proposed system uses the near-ultrasonic band at 18-20 kHz, and employs coherent modulation and phase-coherent adaptive equalization. The capability of the proposed system is explored in simulated and field experiments that span different device orientations and distances. The experiments demonstrate data rates of 4 kbps over distances of up to 5 meters, which is an order of magnitude higher than the data rates reported with similar systems in the literature., Comment: Accepted for presentation at EUSIPCO '21
- Published
- 2021
24. Measured influence of overhead HVAC on exposure to airborne contaminants from simulated speaking in a meeting and a classroom
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Singer, Brett C, Zhao, Haoran, Preble, Chelsea V, Delp, William W, Pantelic, Jovan, Sohn, Michael D, and Kirchstetter, Thomas W
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Earth Sciences ,Atmospheric Sciences ,Air Conditioning ,Air Movements ,Air Pollution ,Indoor ,Heating ,Ventilation ,airborne infectious disease ,COVID-19 ,expired bioeffluents ,FLEXLAB ,respiratory aerosols ,ventilation effectiveness ,Engineering ,Medical and Health Sciences ,Building & Construction ,Earth sciences ,Health sciences - Abstract
Tracer gas experiments were conducted in a 158 m3 room with overhead supply diffusers to study dispersion of contaminants from simulated speaking in physically distanced meeting and classroom configurations. The room was contained within a 237 m3 cell with open plenum return to the HVAC system. Heated manikins at desks and a researcher operating the tracer release apparatus presented 8-9 thermal plumes. Experiments were conducted under conditions of no forced air and neutral, cooled, or heated air supplied at 980-1100 cmh, and with/out 20% outdoor air. CO2 was released at the head of one manikin in each experiment to simulate small (5× perfectly mixed conditions. Operation of two within-zone air cleaners together moving ≥400 cmh vertically in the room provided enough mixing to mitigate elevated exposure variations.
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- 2022
25. Control of airborne infectious disease in buildings: Evidence and research priorities
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de Mesquita, P Jacob Bueno, Delp, William W, Chan, Wanyu R, Bahnfleth, William P, and Singer, Brett C
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Earth Sciences ,Engineering ,Health Sciences ,Infectious Diseases ,Emerging Infectious Diseases ,Infection ,Good Health and Well Being ,Aerosols ,Air Microbiology ,Air Pollution ,Indoor ,COVID-19 ,Communicable Disease Control ,Communicable Diseases ,Humans ,engineering controls ,filtration ,germicidal ultraviolet irradiation ,infectious aerosols ,ventilation ,Medical and Health Sciences ,Building & Construction ,Earth sciences ,Health sciences - Abstract
The evolution of SARS-CoV-2 virus has resulted in variants likely to be more readily transmitted through respiratory aerosols, underscoring the increased potential for indoor environmental controls to mitigate risk. Use of tight-fitting face masks to trap infectious aerosol in exhaled breath and reduce inhalation exposure to contaminated air is of critical importance for disease control. Administrative controls including the regulation of occupancy and interpersonal spacing are also important, while presenting social and economic challenges. Indoor engineering controls including ventilation, exhaust, air flow control, filtration, and disinfection by germicidal ultraviolet irradiation can reduce reliance on stringent occupancy restrictions. However, the effects of controls-individually and in combination-on reducing infectious aerosol transfer indoors remain to be clearly characterized to the extent needed to support widespread implementation by building operators. We review aerobiologic and epidemiologic evidence of indoor environmental controls against transmission and present a quantitative aerosol transfer scenario illustrating relative differences in exposure at close-interactive, room, and building scales. We identify an overarching need for investment to implement building controls and evaluate their effectiveness on infection in well-characterized and real-world settings, supported by specific, methodological advances. Improved understanding of engineering control effectiveness guides implementation at scale while considering occupant comfort, operational challenges, and energy costs.
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- 2022
26. Risk-based approach to setting sterile filtration microbial bioburden limits – Focus on biotech-derived products
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Bechtold-Peters, Karoline, Chang, Stephen, Lennard, Andrew C., Mateffy, Jeanne, Murphy, Marie, Perry, Melvyn, Roesti, David, Singer, Donald C., Wintzingerode, Friedrich von, and Yang, Harry
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- 2024
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27. Exploring indoor and outdoor dust as a potential tool for detection and monitoring of COVID-19 transmission
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Anupong, Suparinthon, Chadsuthi, Sudarat, Hongsing, Parichart, Hurst, Cameron, Phattharapornjaroen, Phatthranit, Rad S.M., Ali Hosseini, Fernandez, Stefan, Huang, Angkana T., Vatanaprasan, Porames, Saethang, Thammakorn, Luk-in, Sirirat, Storer, Robin James, Ounjai, Puey, Devanga Ragupathi, Naveen Kumar, Kanthawee, Phitsanuruk, Ngamwongsatit, Natharin, Badavath, Vishnu Nayak, Thuptimdang, Wanwara, Leelahavanichkul, Asada, Kanjanabuch, Talerngsak, Miyanaga, Kazuhiko, Cui, Longzhu, Nanbo, Asuka, Shibuya, Kenji, Kupwiwat, Rosalyn, Sano, Daisuke, Furukawa, Takashi, Sei, Kazunari, Higgins, Paul G., Kicic, Anthony, Singer, Andrew C., Chatsuwan, Tanittha, Trowsdale, Sam, Abe, Shuichi, Ishikawa, Hitoshi, Amarasiri, Mohan, Modchang, Charin, and Wannigama, Dhammika Leshan
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- 2024
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28. Modeling the effects of dynamic range compression on signals in noise
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Corey, Ryan M. and Singer, Andrew C.
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Electrical Engineering and Systems Science - Audio and Speech Processing ,Computer Science - Sound - Abstract
Hearing aids use dynamic range compression (DRC), a form of automatic gain control, to make quiet sounds louder and loud sounds quieter. Compression can improve listening comfort, but it can also cause distortion in noisy environments. It has been widely reported that DRC performs poorly in noise, but there has been little mathematical analysis of these distortion effects. This work introduces a mathematical model to study the behavior of DRC in noise. Using statistical assumptions about the signal envelopes, we define an effective compression function that models the compression applied to one signal in the presence of another. This framework is used to prove results about DRC that have been previously observed experimentally: that when DRC is applied to a mixture of signals, uncorrelated signal envelopes become negatively correlated; that the effective compression applied to each sound in a mixture is weaker than it would have been for the signal alone; and that compression can reduce the long-term signal-to-noise ratio in certain conditions. These theoretical results are supported by software experiments using recorded speech signals.
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- 2020
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29. Real-time video streaming in vivo using ultrasound as the communication channel
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Kou, Zhengchang, Miller, Rita J., Singer, Andrew C., and Oelze, Michael L.
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Electrical Engineering and Systems Science - Signal Processing - Abstract
The emergence of capsule endoscopy has provided a means of capturing video of the small intestines without having to resort to an invasive procedure involving intubation. However, real-time video streaming to a receiver outside the body remains challenging for capsule endoscopy. Traditional electromagnetic-based solutions are limited in their data rates and available power. Recently, ultrasound was investigated as a communication channel for through-tissue data transmission. To achieve real-time video streaming through tissue, data rates of ultrasound need to exceed 1 Mbps. In a previous study, we demonstrated ultrasound communications with data rates greater than 30 Mbps with two focused ultrasound transducers using a large footprint laboratory system through slabs of lossy tissues [1]. While the form factor of the transmitter is also crucial for capsule endoscopy, it is obvious that a large, focused transducer cannot fit within the size of a capsule. Several other challenges for achieving high-speed ultrasonic communication through tissue include strong reflections leading to multipath effects and attenuation. In this work, we demonstrate ultrasonic video communications using a mm-scale microcrystal transmitter with video streaming supplied by a camera connected to a Field Programmable Gate Array (FPGA). The signals were transmitted through a tissue-mimicking phantom and through the abdomen of a rabbit in vivo. The ultrasound signal was recorded by an array probe connected to a Verasonics Vantage system and decoded back to video. To improve the received signal quality, we combined the signal from multiple channels of the array probe. Orthogonal frequency division multiplexing (OFDM) modulation was used to reduce the receiver complexity under a strong multipath environment.
- Published
- 2020
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30. Acoustic effects of medical, cloth, and transparent face masks on speech signals
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Corey, Ryan M., Jones, Uriah, and Singer, Andrew C.
- Subjects
Electrical Engineering and Systems Science - Audio and Speech Processing ,Computer Science - Sound - Abstract
Face masks muffle speech and make communication more difficult, especially for people with hearing loss. This study examines the acoustic attenuation caused by different face masks, including medical, cloth, and transparent masks, using a head-shaped loudspeaker and a live human talker. The results suggest that all masks attenuate frequencies above 1 kHz, that attenuation is greatest in front of the talker, and that there is substantial variation between mask types, especially cloth masks with different materials and weaves. Transparent masks have poor acoustic performance compared to both medical and cloth masks. Most masks have little effect on lapel microphones, suggesting that existing sound reinforcement and assistive listening systems may be effective for verbal communication with masks.
- Published
- 2020
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- View/download PDF
31. Low-Complexity System and Algorithm for an Emergency Ventilator Sensor and Alarm
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Corey, Ryan M., Widloski, Evan M., Null, David, Ricconi, Brian, Johnson, Mark, White, Karen, Amos, Jennifer R., Pagano, Alex, Oelze, Michael, Switzky, Rachel, Wheeler, Matthew B., Bethke, Eliot, Shipley, Clifford, and Singer, Andrew C.
- Subjects
Electrical Engineering and Systems Science - Signal Processing - Abstract
In response to the shortage of ventilators caused by the COVID-19 pandemic, many organizations have designed low-cost emergency ventilators. Many of these devices are pressure-cycled pneumatic ventilators, which are easy to produce but often do not include the sensing or alarm features found on commercial ventilators. This work reports a low-cost, easy-to-produce electronic sensor and alarm system for pressure-cycled ventilators that estimates clinically useful metrics such as pressure and respiratory rate and sounds an alarm when the ventilator malfunctions. A low-complexity signal processing algorithm uses a pair of nonlinear recursive envelope trackers to monitor the signal from an electronic pressure sensor connected to the patient airway. The algorithm, inspired by those used in hearing aids, requires little memory and performs only a few calculations on each sample so that it can run on nearly any microcontroller., Comment: Open-source hardware and software: https://rapidalarm.github.io/
- Published
- 2020
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32. Binaural Audio Source Remixing with Microphone Array Listening Devices
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Corey, Ryan M. and Singer, Andrew C.
- Subjects
Electrical Engineering and Systems Science - Audio and Speech Processing ,Computer Science - Sound - Abstract
Augmented listening devices, such as hearing aids and augmented reality headsets, enhance human perception by changing the sounds that we hear. Microphone arrays can improve the performance of listening systems in noisy environments, but most array-based listening systems are designed to isolate a single sound source from a mixture. This work considers a source-remixing filter that alters the relative level of each source independently. Remixing rather than separating sounds can help to improve perceptual transparency: it causes less distortion to the signal spectrum and especially to the interaural cues that humans use to localize sounds in space., Comment: To appear at ICASSP 2020
- Published
- 2020
33. Measured influence of overhead HVAC on exposure to airborne contaminants from simulated speaking in a meeting and a classroom.
- Author
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Singer, Brett C, Zhao, Haoran, Preble, Chelsea V, Delp, William W, Pantelic, Jovan, Sohn, Michael D, and Kirchstetter, Thomas W
- Subjects
COVID-19 ,FLEXLAB ,airborne infectious disease ,expired bioeffluents ,respiratory aerosols ,ventilation effectiveness ,Building & Construction ,Earth Sciences ,Engineering ,Medical and Health Sciences - Abstract
Tracer gas experiments were conducted in a 158 m3 room with overhead supply diffusers to study dispersion of contaminants from simulated speaking in physically distanced meeting and classroom configurations. The room was contained within a 237 m3 cell with open plenum return to the HVAC system. Heated manikins at desks and a researcher operating the tracer release apparatus presented 8-9 thermal plumes. Experiments were conducted under conditions of no forced air and neutral, cooled, or heated air supplied at 980-1100 cmh, and with/out 20% outdoor air. CO2 was released at the head of one manikin in each experiment to simulate small (5× perfectly mixed conditions. Operation of two within-zone air cleaners together moving ≥400 cmh vertically in the room provided enough mixing to mitigate elevated exposure variations.
- Published
- 2021
34. Indoor air quality in new and renovated low‐income apartments with mechanical ventilation and natural gas cooking in California
- Author
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Zhao, Haoran, Chan, Wanyu R, Cohn, Sebastian, Delp, William W, Walker, Iain S, and Singer, Brett C
- Subjects
Earth Sciences ,Engineering ,Health Sciences ,Lung ,Health Effects of Indoor Air Pollution ,Social Determinants of Health ,Climate-Related Exposures and Conditions ,Air Pollutants ,Air Pollution ,Indoor ,California ,Cooking ,Environmental Monitoring ,Formaldehyde ,Natural Gas ,Nitrogen Dioxide ,Particulate Matter ,Poverty ,Respiration ,Artificial ,Vehicle Emissions ,Ventilation ,codes and standards ,fine particulate matter ,formaldehyde ,multifamily ,nitrogen dioxide ,range hood ,Medical and Health Sciences ,Building & Construction ,Earth sciences ,Health sciences - Abstract
This paper presents pollutant concentrations and performance data for code-required mechanical ventilation equipment in 23 low-income apartments at 4 properties constructed or renovated 2013-2017. All apartments had natural gas cooking burners. Occupants pledged to not use windows for ventilation during the study but several did. Measured airflows of range hoods and bathroom exhaust fans were lower than product specifications. Only eight apartments operationally met all ventilation code requirements. Pollutants measured over one week in each apartment included time-resolved fine particulate matter (PM2.5 ), nitrogen dioxide (NO2 ), formaldehyde and carbon dioxide (CO2 ) and time-integrated formaldehyde, NO2 and nitrogen oxides (NOX ). Compared to a recent study of California houses with code-compliant ventilation, apartments were smaller, had fewer occupants, higher densities, and higher mechanical ventilation rates. Mean PM2.5 , formaldehyde, NO2 , and CO2 were 7.7 µg/m3 , 14.1, 18.8, and 741 ppm in apartments; these are 4% lower, 25% lower, 165% higher, and 18% higher compared to houses with similar cooking frequency. Four apartments had weekly PM2.5 above the California annual outdoor standard of 12 µg/m3 and also discrete days above the World Health Organization 24-hour guideline of 25 µg/m3 . Two apartments had weekly NO2 above the California annual outdoor standard of 30 ppb.
- Published
- 2021
35. A world of wastewater-based epidemiology
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Singer, Andrew C., Thompson, Janelle R., Filho, César R. Mota, Street, Renée, Li, Xiqing, Castiglioni, Sara, and Thomas, Kevin V.
- Published
- 2023
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36. Racial and ethnic variances in preparedness for aging in place among US adults ages 50–80
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Robinson-Lane, Sheria G., Johnson, Florence U., Tuyisenge, Marie Jeanne, Kirch, Matthias, Christensen, Loretta L., Malani, Preeti N., Solway, Erica, Singer, Dianne C., Kullgren, Jeffrey T., and Koumpias, Antonios M.
- Published
- 2023
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37. Performance assessment of low-cost environmental monitors and single sensors under variable indoor air quality and thermal conditions
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Demanega, Ingrid, Mujan, Igor, Singer, Brett C, Anđelković, Aleksandar S, Babich, Francesco, and Licina, Dusan
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Engineering ,Built Environment and Design ,Environmental Science and Management ,Architecture ,Building ,Building & Construction ,Built environment and design - Abstract
Recent technological advancements have enabled the development and deployment of low-cost consumer grade monitors for ubiquitous and time-resolved indoor air quality monitoring. With their reliable performance, this technology could be instrumental in enhancing automatic controls and human decision making. We conducted a comprehensive performance evaluation of eight consumer grade multi-parameter monitors and eight single-parameter sensors in detecting particulate matter, carbon dioxide, total volatile organic compounds, dry-bulb air temperature, and relative humidity. In the controlled chamber, we generated eight air pollution sources, each at two thermodynamic conditions — cool and dry (20 ± 1 °C, 30 ± 5%), and warm and humid (26 ± 1 °C, 70 ± 5%). The majority of tested devices under-reported reference particle measurements by up to 50%, provided acceptable responses for carbon dioxide within 15% and diverging results with poor quantitative agreement for total volatile organic compounds. Despite the reported disparities in quantitative agreements, most of the low-cost devices could detect source events and were strongly correlated with the reference data, suggesting that these units could be suitable for measurement-based indoor air quality management. Most of the tested devices have also proven to competently measure air temperature (within+/-0.6 °C) and relative humidity (within+/-5% RH) and maintained a stable measurement accuracy over the two thermodynamic conditions.
- Published
- 2021
38. Motion-Tolerant Beamforming with Deformable Microphone Arrays
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Corey, Ryan M. and Singer, Andrew C.
- Subjects
Electrical Engineering and Systems Science - Audio and Speech Processing ,Computer Science - Sound - Abstract
Microphone arrays are usually assumed to have rigid geometries: the microphones may move with respect to the sound field but remain fixed relative to each other. However, many useful arrays, such as those in wearable devices, have sensors that can move relative to each other. We compare two approaches to beamforming with deformable microphone arrays: first, by explicitly tracking the geometry of the array as it changes over time, and second, by designing a time-invariant beamformer based on the second-order statistics of the moving array. The time-invariant approach is shown to be appropriate when the motion of the array is small relative to the acoustic wavelengths of interest. The performance of the proposed beamforming system is demonstrated using a wearable microphone array on a moving human listener in a cocktail-party scenario., Comment: Presented at WASPAA 2019
- Published
- 2019
39. Cooperative Audio Source Separation and Enhancement Using Distributed Microphone Arrays and Wearable Devices
- Author
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Corey, Ryan M., Skarha, Matthew D., and Singer, Andrew C.
- Subjects
Electrical Engineering and Systems Science - Audio and Speech Processing ,Computer Science - Sound - Abstract
Augmented listening devices such as hearing aids often perform poorly in noisy and reverberant environments with many competing sound sources. Large distributed microphone arrays can improve performance, but data from remote microphones often cannot be used for delay-constrained real-time processing. We present a cooperative audio source separation and enhancement system that leverages wearable listening devices and other microphone arrays spread around a room. The full distributed array is used to separate sound sources and estimate their statistics. Each listening device uses these statistics to design real-time binaural audio enhancement filters using its own local microphones. The system is demonstrated experimentally using 10 speech sources and 160 microphones in a large, reverberant room., Comment: To appear at CAMSAP 2019
- Published
- 2019
40. On the Reusability of Post-Experimental Field Data for Underwater Acoustic Communications R&D
- Author
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Yang, Sijung, Deane, Grant, Preisig, James C., Sevüktekin, Noyan C., Choi, Jae W., and Singer, Andrew C.
- Subjects
Electrical Engineering and Systems Science - Signal Processing - Abstract
Field data is often expensive to collect, time-consuming to prepare to collect, and even more time-consuming to process after the experiment has concluded. However, it is often the practice that such data are used for little after the funded research activity that was concomitant with the experiment is completed. Immutability of the original experimental configuration either results in re-gathering of expensive field-data, or in absence of such data, model-dependent analysis that partially captures the real-world dynamics. For underwater acoustic research and development, the standard communication pipeline might be modified to enable greater re-usability of experimental field data. This paper first characterizes the necessary modifications to the standard communication pipeline to prepare signals for transmission and subsequent recording such that research trades for different modulation and coding schemes may be undertaken post-experiment, without the need for re-transmission of additional waveforms. Then, using the modified mathematical framework, sufficient conditions for reliable post-experimental replay of the environment are recognized. Finally, techniques are discussed to collect sufficient environmental statistics such that subsequent research can be accomplished long after the experiment has been completed, and that results from a given experiment may be reasonably compared with those of another. Examples are provided using both synthetic and experimental data collected from at-sea field tests., Comment: The manuscript is 39 pages long, including 17 figures and 2 tables. The manuscript was submitted into IEEE Journal of Oceanic Engineering in Jan 2019 and under review
- Published
- 2019
41. Acoustic Impulse Responses for Wearable Audio Devices
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Corey, Ryan M., Tsuda, Naoki, and Singer, Andrew C.
- Subjects
Electrical Engineering and Systems Science - Audio and Speech Processing ,Computer Science - Sound - Abstract
We present an open-access dataset of over 8000 acoustic impulse from 160 microphones spread across the body and affixed to wearable accessories. The data can be used to evaluate audio capture and array processing systems using wearable devices such as hearing aids, headphones, eyeglasses, jewelry, and clothing. We analyze the acoustic transfer functions of different parts of the body, measure the effects of clothing worn over microphones, compare measurements from a live human subject to those from a mannequin, and simulate the noise-reduction performance of several beamformers. The results suggest that arrays of microphones spread across the body are more effective than those confined to a single device., Comment: To appear at ICASSP 2019
- Published
- 2019
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- View/download PDF
42. Factors Impacting Range Hood Use in California Houses and Low-Income Apartments
- Author
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Zhao, Haoran, Chan, Wanyu R, Delp, William W, Tang, Hao, Walker, Iain S, and Singer, Brett C
- Subjects
Environmental Sciences ,Pollution and Contamination ,Climate-Related Exposures and Conditions ,Health Effects of Indoor Air Pollution ,Social Determinants of Health ,Air Pollutants ,Air Pollution ,Indoor ,California ,Cooking ,Environmental Monitoring ,Humans ,Particulate Matter ,Ventilation ,indoor air quality ,cooking pollutants ,kitchen ventilation ,occupant survey ,particulate matter ,nitrogen dioxide ,exposure mitigation ,Toxicology - Abstract
Venting range hoods can control indoor air pollutants emitted during residential cooktop and oven cooking. To quantify their potential benefits, it is important to know how frequently and under what conditions range hoods are operated during cooking. We analyzed data from 54 single family houses and 17 low-income apartments in California in which cooking activities, range hood use, and fine particulate matter (PM2.5) were monitored for one week per home. Range hoods were used for 36% of cooking events in houses and 28% in apartments. The frequency of hood use increased with cooking frequency across homes. In both houses and apartments, the likelihood of hood use during a cooking event increased with the duration of cooktop burner use, but not with the duration of oven use. Actual hood use rates were higher in the homes of participants who self-reported more frequent use in a pre-study survey, but actual use was far lower than self-reported frequency. Residents in single family houses used range hoods more often when cooking caused a discernible increase in PM2.5. In apartments, residents used their range hood more often only when high concentrations of PM2.5 were generated during cooking.
- Published
- 2020
43. Performance of a CO2 sorbent for indoor air cleaning applications: Effects of environmental conditions, sorbent aging, and adsorption of co‐occurring formaldehyde
- Author
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Tang, Xiaochen, de l’Aulnoit, Sébastien Houzé, Buelow, Mark T, Slack, Jonathan, Singer, Brett C, and Destaillats, Hugo
- Subjects
Engineering ,Regenerative Medicine ,Adsorption ,Air Conditioning ,Air Filters ,Air Pollutants ,Air Pollution ,Indoor ,Carbon Dioxide ,Formaldehyde ,Hot Temperature ,Silicon Dioxide ,Temperature ,carbon dioxide ,formaldehyde ,HVAC ,regenerative sorbent ,Earth Sciences ,Medical and Health Sciences ,Building & Construction ,Earth sciences ,Health sciences - Abstract
Indoor air cleaning systems that incorporate CO2 sorbent materials enable HVAC load shifting and efficiency improvements. This study developed a bench-scale experimental system to evaluate the performance of a sorbent under controlled operation conditions. A thermostatic holder containing 3.15 g sorbent was connected to a manifold that delivered CO2 -enriched air at a known temperature and relative humidity (RH). The air stream was also enriched with 0.8-2.1 ppm formaldehyde. The CO2 concentration was monitored in real-time upstream and downstream of the sorbent, and integrated formaldehyde samples were collected at different times using DNPH-coated silica cartridges. Sorbent regeneration was carried out by circulating clean air in countercurrent. Almost 200 loading/regeneration cycles were performed in the span of 17 months, from which 104 were carried out at reference test conditions defined by loading with air at 25°C, 38% RH, and 1000 ppm CO2 , and regenerating with air at 80°C, 3% RH and 400 ppm CO2 . The working capacity decreased slightly from 43-44 mg CO2 per g sorbent to 39-40 mg per g over the 17 months. The capacity increased with lower loading temperature (in the range 15-35°C) and higher regeneration temperature, between 40 and 80°C. The CO2 capacity was not sensitive to the moisture content in the range 6-9 g/m3 , and decreased slightly when dry air was used. Loading isothermal breakthrough curves were fitted to three simple adsorption models, verifying that pseudo-first-order kinetics appropriately describes the adsorption process. The model predicted that equilibrium capacities decreased with increasing temperature from 15 to 35°C, while adsorption rate constants slightly increased. The formaldehyde adsorption efficiency was 80%-99% in different cycles, corresponding to an average capacity of 86 ± 36 µg/g. Formaldehyde was not quantitatively released during regeneration, but its accumulation on the sorbent did not affect CO2 adsorption.
- Published
- 2020
44. Post-occupancy evaluation of indoor environmental quality in ten nonresidential buildings in Chongqing, China
- Author
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Tang, Hao, Ding, Yong, and Singer, Brett C
- Subjects
Built Environment and Design ,Architecture ,Sustainable Cities and Communities ,Civil Engineering ,Building ,Civil engineering - Abstract
Indoor environmental quality (IEQ) is an essential element of sustainable building performance. To advance knowledge of indoor environmental quality in Chinese nonresidential buildings, this study conducted post-occupancy evaluation (POE) in varied use areas within schools, hospitals, offices, hotels and shopping malls through environmental measurements and occupant surveys in 10 buildings over four seasons in Chongqing, China. Measured thermal conditions were more frequently within comfort standards in winter than in summer according to the predicted mean vote – predicted percentage dissatisfied model; but the model did not reliably predict thermal satisfaction. There was insufficient illuminance in 28% of studied areas and high illuminance in shopping malls led to complaints about glare. Sound pressure exceeded the Chinese guideline in all buildings with shopping malls having significantly higher levels than other buildings. CO2 was generally below the Chinese national guideline of 1000 ppm; the two percent of measurements that exceeded the guideline occurred in classrooms, hospital wards and underground supermarkets. Formaldehyde did not exceed the limit level of 0.1 mg/m3 in any space. Most of the buildings did not provide effective protection from outdoor fine particulate matter (PM2.5), and infiltration from outdoors was the main factor for exceeding health-based guidelines indoors. Shopping malls had lower IEQ satisfaction than offices, schools and hospitals. Sound was the factor with the lowest satisfaction level among the four principal environmental factors. Overall, this study demonstrates value of POE on identifying deficiencies in indoor environment and provides a reference for assessment of IEQ in nonresidential buildings.
- Published
- 2020
45. Indoor air quality in California homes with code‐required mechanical ventilation
- Author
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Singer, Brett C, Chan, Wanyu R, Kim, Yang‐Seon, Offermann, Francis J, and Walker, Iain S
- Subjects
Earth Sciences ,Engineering ,Health Sciences ,Bioengineering ,Health Effects of Indoor Air Pollution ,Social Determinants of Health ,Air Pollution ,Indoor ,California ,Environmental Monitoring ,Housing ,Humans ,Particulate Matter ,Ventilation ,ASHRAE 62 ,2 ,carbon dioxide ,fine particulate matter ,formaldehyde ,Healthy Efficient New Gas Home Study ,nitrogen dioxide ,ASHRAE 62.2 ,Medical and Health Sciences ,Building & Construction ,Earth sciences ,Health sciences - Abstract
Data were collected in 70 detached houses built in 2011-2017 in compliance with the mechanical ventilation requirements of California's building energy efficiency standards. Each home was monitored for a 1-week period with windows closed and the central mechanical ventilation system operating. Pollutant measurements included time-resolved fine particulate matter (PM2.5 ) indoors and outdoors and formaldehyde and carbon dioxide (CO2 ) indoors. Time-integrated measurements were made for formaldehyde, NO2 , and nitrogen oxides (NOX ) indoors and outdoors. Operation of the cooktop, range hood, and other exhaust fans was continuously recorded during the monitoring period. Onetime diagnostic measurements included mechanical airflows and envelope and duct system air leakage. All homes met or were very close to meeting the ventilation requirements. On average, the dwelling unit ventilation fan moved 50% more airflow than the minimum requirement. Pollutant concentrations were similar to or lower than those reported in a 2006-2007 study of California new homes built in 2002-2005. Mean and median indoor concentrations were lower by 44% and 38% for formaldehyde and 44% and 54% for PM2.5 . Ventilation fans were operating in only 26% of homes when first visited, and the control switches in many homes did not have informative labels as required by building standards.
- Published
- 2020
46. Association of residential energy efficiency retrofits with indoor environmental quality, comfort, and health: A review of empirical data
- Author
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Fisk, William J, Singer, Brett C, and Chan, Wanyu R
- Subjects
Built Environment and Design ,Architecture ,Asthma ,Lung ,Social Determinants of Health ,Health Effects of Indoor Air Pollution ,Affordable and Clean Energy ,Good Health and Well Being ,Energy efficiency ,Indoor environmental quality ,Residential ,Retrofit ,Thermal comfort ,Health ,Environmental Science and Management ,Building ,Building & Construction ,Built environment and design ,Engineering - Abstract
This paper reviews empirical data from evaluations of the influence of residential energy efficiency retrofits on indoor environmental quality conditions and self-reported thermal comfort and health. Data were extracted from 36 studies described in 44 papers plus two reports. Nearly all reviewed studies were performed in Europe or United States. Most studies evaluated retrofits of homes with low-income occupants. Indoor radon and formaldehyde concentrations tended to increase after retrofits that did not add whole-house mechanical ventilation. Study-average indoor concentrations of nitrogen dioxide and volatile organic compounds other than formaldehyde increased and decreased with approximately equal frequency. Average indoor temperatures during winter typically increased after retrofits, usually by less than 1.5 °C. Dampness and mold, usually based on occupant's reports, almost always decreased after retrofits. Subjectively reported thermal comfort, thermal discomfort, non-asthma respiratory symptoms, general health, and mental health nearly always improved after retrofits. For asthma symptoms, the evidence of improvement slightly outweighed the evidence of worsening. There was insufficient evidence to determine whether changes in thermal comfort and health outcomes varied depending on the type of energy efficiency retrofit. The published research has numerous limitations including a lack of data from retrofits in warm-humid climates and minimal data on changes in objective health outcomes. Suggestions for future research are provided.
- Published
- 2020
47. Wildfire Smoke Adjustment Factors for Low-Cost and Professional PM2.5 Monitors with Optical Sensors.
- Author
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Delp, William W and Singer, Brett C
- Subjects
air pollutant exposure ,air quality monitoring ,climate change impacts ,fine particles ,health hazard assessment ,respiratory health ,Analytical Chemistry ,Distributed Computing ,Electrical and Electronic Engineering ,Environmental Science and Management ,Ecology - Abstract
Air quality monitors using low-cost optical PM2.5 sensors can track the dispersion of wildfire smoke; but quantitative hazard assessment requires a smoke-specific adjustment factor (AF). This study determined AFs for three professional-grade devices and four monitors with low-cost sensors based on measurements inside a well-ventilated lab impacted by the 2018 Camp Fire in California (USA). Using the Thermo TEOM-FDMS as reference, AFs of professional monitors were 0.85 for Grimm mini wide-range aerosol spectrometer, 0.25 for TSI DustTrak, and 0.53 for Thermo pDR1500; AFs for low-cost monitors were 0.59 for AirVisual Pro, 0.48 for PurpleAir Indoor, 0.46 for Air Quality Egg, and 0.60 for eLichens Indoor Air Quality Pro Station. We also compared public data from 53 PurpleAir PA-II monitors to 12 nearby regulatory monitoring stations impacted by Camp Fire smoke and devices near stations impacted by the Carr and Mendocino Complex Fires in California and the Pole Creek Fire in Utah. Camp Fire AFs varied by day and location, with median (interquartile) of 0.48 (0.44-0.53). Adjusted PA-II 4-h average data were generally within ±20% of PM2.5 reported by the monitoring stations. Adjustment improved the accuracy of Air Quality Index (AQI) hazard level reporting, e.g., from 14% to 84% correct in Sacramento during the Camp Fire.
- Published
- 2020
48. Performance of low-cost indoor air quality monitors for PM2.5 and PM10 from residential sources
- Author
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Wang, Zhiqiang, Delp, William W, and Singer, Brett C
- Subjects
Engineering ,Environmental Science and Management ,Architecture ,Building ,Building & Construction ,Built environment and design - Abstract
Advances in particle sensor design and manufacturing have enabled the development of low-cost air quality monitors (LCMs). The sensors use light scattering to estimate mass concentration and thus require evaluation for aerosols of varied composition and size distribution. We tested the performance of six LCMs designed for home use and having a retail price under US$300 in October 2018. We assessed their performance by comparing their output to reference PM2.5 and PM10 measurements from 21 common residential sources and from infiltrated outdoor PM2.5. Reference data were obtained by using gravimetric measurements to adjust time-resolved output from an aerosol spectrometer with both electrical mobility and optical particle sensors. Compared by linear regression to reference measurements, LCMs had negative intercepts and slopes of 1–2 for infiltrated outdoor PM2.5. Semi-quantitative responses (~50–200% of actual PM2.5) were obtained for varied aerosols including minerals (ultrasonic humidifier, vacuuming, test dust); combustion products (incense, mosquito coil, extinguished candles); microwave popcorn; and cooking involving frying or grilling. LCMs had low or no response to sources for which all mass was in particles smaller than 0.25 μm, including steady candle flames and cooking without frying or grilling. PM10 data from LCMs was more variable than PM2.5.
- Published
- 2020
49. Goal discrimination in hippocampal nonplace cells when place information is ambiguous
- Author
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Zhang, Lu, Prince, Stephanie M., Paulson, Abigail L., and Singer, Annabelle C.
- Published
- 2022
50. COVID-19 monitoring with sparse sampling of sewered and non-sewered wastewater in urban and rural communities
- Author
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Wannigama, Dhammika Leshan, Amarasiri, Mohan, Hongsing, Parichart, Hurst, Cameron, Modchang, Charin, Chadsuthi, Sudarat, Anupong, Suparinthon, Phattharapornjaroen, Phatthranit, Rad S. M., Ali Hosseini, Fernandez, Stefan, Huang, Angkana T., Vatanaprasan, Porames, Jay, Dylan John, Saethang, Thammakorn, Luk-in, Sirirat, Storer, Robin James, Ounjai, Puey, Devanga Ragupathi, Naveen Kumar, Kanthawee, Phitsanuruk, Sano, Daisuke, Furukawa, Takashi, Sei, Kazunari, Leelahavanichkul, Asada, Kanjanabuch, Talerngsak, Hirankarn, Nattiya, Higgins, Paul G., Kicic, Anthony, Singer, Andrew C., Chatsuwan, Tanittha, Trowsdale, Sam, Abe, Shuichi, McLellan, Alexander D., and Ishikawa, Hitoshi
- Published
- 2023
- Full Text
- View/download PDF
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