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High-resolution imaging and separation of multiple pedestrians using UWB Doppler radar interferometry with adaptive beamforming technique
- Source :
- 2017 11th European Conference on Antennas and Propagation (EUCAP).
- Publication Year :
- 2017
- Publisher :
- IEEE, 2017.
-
Abstract
- Ultra-wideband (UWB) radar imaging has attracted attention for use in security and intelligent transportation system (ITS) applications. Conventional UWB Doppler interferometry is an effective way to obtain high-resolution images while using a simple radar system. However, this method produces ghost images when multiple closely-spaced human targets are present. To resolve this problem, we propose a new technique that combines UWB Doppler interferometry with an adaptive beamforming method called estimation of signal parameters via rotational invariance techniques (ESPRIT). We also propose a tracking and separation algorithm that uses the k-nearest neighbor method. Through a combination of numerical simulations and measurements, we demonstrate the remarkable performance improvement that can be achieved using our proposed method. The proposed method can separate multiple humans with a root-mean-square error of 5.2 cm, which makes its accuracy 1.9 times higher than that of the conventional method.
- Subjects :
- UWB radar
Computer science
Doppler radar
Data_CODINGANDINFORMATIONTHEORY
02 engineering and technology
law.invention
symbols.namesake
law
Radar imaging
0202 electrical engineering, electronic engineering, information engineering
Electronic engineering
Computer vision
Estimation of signal parameters via rotational invariance techniques
business.industry
Pulse-Doppler radar
020208 electrical & electronic engineering
high-resolution imaging
k-nearest neighbor
020206 networking & telecommunications
adaptive array processing
UWB Doppler radar interferometry
Continuous-wave radar
Interferometry
symbols
Artificial intelligence
business
Doppler effect
Adaptive beamformer
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2017 11th European Conference on Antennas and Propagation (EUCAP)
- Accession number :
- edsair.doi.dedup.....753f289fce20a30676ff449d0241128f
- Full Text :
- https://doi.org/10.23919/eucap.2017.7928137