10 results on '"Kenji Kodaka"'
Search Results
2. Driving risk assessment using cluster analysis based on naturalistic driving data.
- Author
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Yang Zheng 0001, Jianqiang Wang 0003, Xiaofei Li, Chenfei Yu, Kenji Kodaka, and Keqiang Li
- Published
- 2014
- Full Text
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3. Assessing performance of collision mitigation brake system in Chinese traffic environment
- Author
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Kenji Kodaka, Qing Xu, Jianqiang Wang, Zhi-guo Zhao, and Zheng Xunjia
- Subjects
050210 logistics & transportation ,Process (engineering) ,business.industry ,Computer science ,05 social sciences ,Metals and Alloys ,General Engineering ,020302 automobile design & engineering ,02 engineering and technology ,Collision ,Transport engineering ,Software ,0203 mechanical engineering ,Beijing ,0502 economics and business ,Metallic materials ,Brake ,Naturalistic driving ,business - Abstract
Advanced driver-assistance systems such as Honda’s collision mitigation brake system (CMBS) can help achieve traffic safety. In this paper, the naturalistic driving study and a series of simulations are combined to better evaluate the performance of the CMBS in the Chinese traffic environment. First, because safety-critical situations can be diverse especially in the Chinese environment, the Chinese traffic-accident characteristics are analyzed according to accident statistics over the past 17 years. Next, 10 Chinese traffic-accident scenarios accounting for more than 80% of traffic accidents are selected. For each typical scenario, 353 representative cases are collected from the traffic-management department of Beijing. These real-world accident cases are then reconstructed by the traffic-accident-reconstruction software PC-Crash on the basis of accident-scene diagrams. This study also proposes a systematic analytical process for estimating the effectiveness of the technology using the co-simulation platform of PC-Crash and rateEFFECT, in which 176 simulations are analyzed in detail to assess the accident-avoidance performance of the CMBS. The overall collision-avoidance effectiveness reaches 82.4%, showing that the proposed approach is efficient for avoiding collisions, thereby enhancing traffic safety and improving traffic management.
- Published
- 2019
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4. Crash probability estimation via quantifying driver hazard perception
- Author
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Yang Li, Kenji Kodaka, Keqiang Li, Jianqiang Wang, and Yang Zheng
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Risk ,Automobile Driving ,China ,Technology ,Engineering ,Databases, Factual ,Deceleration ,Poison control ,Human Factors and Ergonomics ,Hazard perception ,Crash ,Reduction (complexity) ,0502 economics and business ,Reaction Time ,Humans ,Distracted driving ,Attention ,0501 psychology and cognitive sciences ,Safety, Risk, Reliability and Quality ,050107 human factors ,Collision avoidance ,Simulation ,050210 logistics & transportation ,Probability estimation ,business.industry ,Protective Devices ,05 social sciences ,Accidents, Traffic ,Public Health, Environmental and Occupational Health ,Awareness ,Collision ,Motor Vehicles ,Distracted Driving ,Perception ,Safety ,business - Abstract
Crash probability estimation is an important method to predict the potential reduction of crash probability contributed by forward collision avoidance technologies (FCATs). In this study, we propose a practical approach to estimate crash probability, which combines a field operational test and numerical simulations of a typical rear-end crash model. To consider driver hazard perception characteristics, we define a novel hazard perception measure, called as driver risk response time, by considering both time-to-collision (TTC) and driver braking response to impending collision risk in a near-crash scenario. Also, we establish a driving database under mixed Chinese traffic conditions based on a CMBS (Collision Mitigation Braking Systems)-equipped vehicle. Applying the crash probability estimation in this database, we estimate the potential decrease in crash probability owing to use of CMBS. A comparison of the results with CMBS on and off shows a 13.7% reduction of crash probability in a typical rear-end near-crash scenario with a one-second delay of driver's braking response. These results indicate that CMBS is positive in collision prevention, especially in the case of inattentive drivers or ole drivers. The proposed crash probability estimation offers a practical way for evaluating the safety benefits in the design and testing of FCATs.
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- 2018
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5. Driving risk assessment using near-crash database through data mining of tree-based model
- Author
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Kenji Kodaka, Yang Zheng, Li Xiaofei, Yu Chenfei, Jianqiang Wang, and Keqiang Li
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Automobile Driving ,China ,Engineering ,Databases, Factual ,Decision tree ,Driving risk ,Poison control ,Human Factors and Ergonomics ,Crash ,computer.software_genre ,Risk Assessment ,Data Mining ,Humans ,Object type ,Safety, Risk, Reliability and Quality ,Cluster analysis ,Database ,business.industry ,Accidents, Traffic ,Public Health, Environmental and Occupational Health ,Process (computing) ,Models, Theoretical ,Data mining ,Risk assessment ,business ,computer - Abstract
This paper considers a comprehensive naturalistic driving experiment to collect driving data under potential threats on actual Chinese roads. Using acquired real-world naturalistic driving data, a near-crash database is built, which contains vehicle status, potential crash objects, driving environment and road types, weather condition, and driver information and actions. The aims of this study are summarized into two aspects: (1) to cluster different driving-risk levels involved in near-crashes, and (2) to unveil the factors that greatly influence the driving-risk level. A novel method to quantify the driving-risk level of a near-crash scenario is proposed by clustering the braking process characteristics, namely maximum deceleration, average deceleration, and percentage reduction in vehicle kinetic energy. A classification and regression tree (CART) is employed to unveil the relationship among driving risk, driver/vehicle characteristics, and road environment. The results indicate that the velocity when braking, triggering factors, potential object type, and potential crash type exerted the greatest influence on the driving-risk levels in near-crashes.
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- 2015
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6. Synthesis and Structure-Activity Relationships of Dinotefuran Derivatives: Modification in the Tetrahydro-3-furylmethyl Part
- Author
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Atsuko Naoi, Sinichi Banba, Kenji Kodaka, Naoko Yasui, Takeo Wakita, and Katsutoshi Kinoshita
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chemistry.chemical_compound ,chemistry ,Stereochemistry ,Health, Toxicology and Mutagenesis ,Insect Science ,Neonicotinoid ,Moiety ,Computational analysis ,Lead compound ,Tetrahydrofuran ,Dinotefuran - Abstract
The (±)-tetrahydro-3-furylmethyl moiety, which is a characteristic part of the novel neonicotinoid dinotefuran, was found by research in which acetylcholine was selected as the lead compound. SAR (structure-activity relationships) for the tetrahydrofuran part indicated that the non-substituted moiety showed the highest level of activity, 4- and 5-substituted moieties showed intermediate levels, and 2- and 3-substituted moieties lost the activity. Conformational analysis of these compounds indicated that the substituents changed little the hypothetical active conformation of dinotefuran. Computational analysis proved that dinotefuran, a methoxypropyl compound and other neonicotinoids well overlapped, and dinotefuran adopts the active conformation more easily than the methoxypropyl compound. © Pesticide Science Society of Japan
- Published
- 2004
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7. Synthesis and Structure-Activity Relationships of Dinotefuran Derivatives: Modification in the Nitroguanidine Part
- Author
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Naoko Yasui, Eiichi Yamada, Kenji Kodaka, Nobuyuki Kawahara, Katsutoshi Kinoshita, and Takeo Wakita
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chemistry.chemical_compound ,Nitroguanidine ,chemistry ,Stereochemistry ,Health, Toxicology and Mutagenesis ,Insect Science ,Neonicotinoid ,Moiety ,Nephotettix cincticeps ,Guanidine ,Dinotefuran - Abstract
Dinotefuran ((RS)-1-methyl-2-nitro-3-(tetrahydro-3-furylmethyl)guanidine) is a new neonicotinoid which has a characteristic (±)-tetrahydro-3-furylmethyl moiety instead of the pyridine-like moiety of other neonicotinoids. A series of dinotefuran derivatives were synthesized and tested against hemiptera. SAR (structure-activity relationships) of the nitroguanidine part of dinotefuran are summarized as follows: (1) the mono-methyl group as a N-substituent gave the best activity for the acyclic nitroimino and nitromethylene compounds, (2) the acyclic compounds showed the same activity as the cyclic compounds against Nephotettix cincticeps and were superior to them against Laodelphax striatellus, (3) N-acylation of this series scarcely changed the level of activity. On the basis of these results, we selected dinotefuran for development. © Pesticide Science Society of Japan
- Published
- 2004
- Full Text
- View/download PDF
8. Driving risk assessment using cluster analysis based on naturalistic driving data
- Author
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Li Xiaofei, Jianqiang Wang, Kenji Kodaka, Yu Chenfei, Yang Zheng, and Keqiang Li
- Subjects
Engineering ,Weather condition ,business.industry ,Process (computing) ,Driving risk ,Crash ,Naturalistic driving ,Risk assessment ,Disease cluster ,business ,Hazard ,Automotive engineering - Abstract
In addition to the real traffic accident data, naturalistic driving data can allow researchers gain insights into the factors that cause risk/hazard situations. This paper considers a comprehensive naturalistic driving experiment to collect detailed driving data on actual Chinese roads. Using acquired real-world driving data, a near-crash database is built, which contains vehicle status, potential crash object, driving environment and road type, and weather condition. K-means cluster analysis is applied to classify the near-crash cases into different driving risk levels using braking process features, namely maximum deceleration, average deceleration and percentage reduction in the vehicle kinetic energy. The results indicate that the velocity when braking and triggering factors have strong relationship with the driving risk level involved in near-crash cases.
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- 2014
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9. Comparison of Acaricidal, Insecticidal, and Nerve Activities of Halfenprox (MTI-732) and Related Compounds
- Author
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Kenichi Tomoda, Kenji Kodaka, Tamio Ueno, Keiichiro Nishimura, Shiro Shiraishi, and Hiroshi Okimoto
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Biological modeling ,Halfenprox ,Health, Toxicology and Mutagenesis ,Insect Science - Abstract
エトフェンプロックスのエトキシ基を種々のハロメトキシ基に変換した類縁体を合成した. それらの化合物のハスモンヨトウやワモンゴキブリに対する殺虫活性は, エトフェンプロックスの活性と大差はなかった. ハルフェンプロックス (CF2BrO誘導体) のナミハダニに対する殺虫活性は著しく高く, エトフェンプロックスよりも約200倍強かった. これらの一連の化合物はエトフェンプロックスや従来のピレスロイドと同じく, ワモンゴキブリの中枢神経に反復興奮を誘導し, ザリガニの巨大神経軸索膜にナトリウム性テイル電流を誘導した. ハルフェンプロックスの強い殺ダニ活性には, 神経活性の強さのほかにベンゼン環置換基の疎水性が深く関係しているように見受けられた.
- Published
- 1996
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10. Rear-End Collision Velocity Reduction System
- Author
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Yoshihiro Urai, Makoto Otabe, Hiroyuki Koike, and Kenji Kodaka
- Subjects
Engineering ,business.industry ,Traffic accident ,Distraction ,Wave radar ,Velocity reduction ,Brake control ,Rear-end collision ,Collision ,business ,Collision avoidance ,Automotive engineering ,Simulation - Abstract
Japan has a higher rate of rear-end collisions than any other kind of traffic accident and the causes of rear-end collisions were investigated. Accident statistics were used to conduct a statistical traffic accident analysis while a questionnaire was used to conduct a detailed traffic accident analysis and simulation was then used to perform traffic accident analysis. The results of the traffic accident analysis suggested that many of these accidents were caused by lack of attention during daily driving. Research was conducted to determine what kind of collision avoidance systems would be effective. A system was developed that is effective in reducing the collision velocity during rear-end collisions by making up for driver delays in recognition, judgment and operation by means of brake control and external sensing technology using millmeter wave radar sensor. This paper will discuss the testing and development of this new system.
- Published
- 2003
- Full Text
- View/download PDF
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