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Vocal Signal Detection and Speaking-Human Localization With MIMO FMCW Radar
- Source :
- IEEE Transactions on Microwave Theory and Techniques. 69:4791-4802
- Publication Year :
- 2021
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2021.
-
Abstract
- This article proposes a method to detect vocal signals and the corresponding locations of multiple humans using a multiple-input and multiple-output (MIMO) frequency-modulated continuous-wave (FMCW) radar system. The signals of multiple humans are extracted with digital beamforming by the virtual array generated by MIMO radar processing. To remove body motion artifacts that distort the speech information detected by the radar, a body motion effect cancellation method is proposed. The technique allows recovering vocal signals from detected distorted signals by estimating phase variations due to body motions. A combination of the proposed vocal signal detection algorithm with a human localization one enables to detect speaking humans by means of the MIMO radar. Experiments verify that the proposed method can accurately locate and detect speaking humans based on their vocal vibration signals.
- Subjects :
- Beamforming
Radiation
business.industry
Computer science
MIMO
Location awareness
Condensed Matter Physics
computer.software_genre
law.invention
Vibration
Continuous-wave radar
law
Chirp
Detection theory
Computer vision
Artificial intelligence
Electrical and Electronic Engineering
Radar
business
computer
Subjects
Details
- ISSN :
- 15579670 and 00189480
- Volume :
- 69
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Microwave Theory and Techniques
- Accession number :
- edsair.doi...........d952bc51e3dcf3eea4fba138af62c655
- Full Text :
- https://doi.org/10.1109/tmtt.2021.3102233