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Detection of Multiple Stationary Humans Using UWB MIMO Radar
- Source :
- Sensors (Basel, Switzerland), Sensors; Volume 16; Issue 11; Pages: 1922, Sensors, Vol 16, Iss 11, p 1922 (2016)
- Publication Year :
- 2016
- Publisher :
- MDPI, 2016.
-
Abstract
- Remarkable progress has been achieved in the detection of single stationary human. However, restricted by the mutual interference of multiple humans (e.g., strong sidelobes of the torsos and the shadow effect), detection and localization of the multiple stationary humans remains a huge challenge. In this paper, ultra-wideband (UWB) multiple-input and multiple-output (MIMO) radar is exploited to improve the detection performance of multiple stationary humans for its multiple sight angles and high-resolution two-dimensional imaging capacity. A signal model of the vital sign considering both bi-static angles and attitude angle of the human body is firstly developed, and then a novel detection method is proposed to detect and localize multiple stationary humans. In this method, preprocessing is firstly implemented to improve the signal-to-noise ratio (SNR) of the vital signs, and then a vital-sign-enhanced imaging algorithm is presented to suppress the environmental clutters and mutual affection of multiple humans. Finally, an automatic detection algorithm including constant false alarm rate (CFAR), morphological filtering and clustering is implemented to improve the detection performance of weak human targets affected by heavy clutters and shadow effect. The simulation and experimental results show that the proposed method can get a high-quality image of multiple humans and we can use it to discriminate and localize multiple adjacent human targets behind brick walls.
- Subjects :
- Computer science
MIMO
0211 other engineering and technologies
detection
02 engineering and technology
Signal-To-Noise Ratio
Interference (wave propagation)
lcsh:Chemical technology
Biochemistry
Signal
multiple-input and multiple-output (MIMO)
Article
Analytical Chemistry
law.invention
Constant false alarm rate
ultra-wideband (UWB)
Signal-to-noise ratio
law
0202 electrical engineering, electronic engineering, information engineering
Electronic engineering
Humans
Computer vision
lcsh:TP1-1185
Electrical and Electronic Engineering
Radar
Cluster analysis
Instrumentation
021101 geological & geomatics engineering
business.industry
Vital Signs
020206 networking & telecommunications
vital sign
Atomic and Molecular Physics, and Optics
radar
Artificial intelligence
business
Algorithms
Subjects
Details
- Language :
- English
- ISSN :
- 14248220
- Volume :
- 16
- Issue :
- 11
- Database :
- OpenAIRE
- Journal :
- Sensors (Basel, Switzerland)
- Accession number :
- edsair.doi.dedup.....c8b0291abdc80a501455b47634f3c435