Dual Smoothing DOA Estimation of Two-Channel FMCW Radar
- Title
- Dual Smoothing DOA Estimation of Two-Channel FMCW Radar
- DGIST Authors
- Oh, D[Oh, Daegun] ; Ju, Y[Ju, Yeonghwan] ; Nam, H[Nam, Hyunsoo] ; Lee, JH[Lee, Jong-Hun]
- Issued Date
- 2016-04
- Type
- Article
- Article Type
- Article
- Subject
- Antenna Arrays ; Continuous Wave Radar ; Direction of Arrival ; Direction of Arrivalestimation(DOA) ; DOA Estimation ; FMCW Radar ; Frequency Estimation ; Frequency Modulation ; Multi-Target Detection ; Optical Resolving Power ; Radar ; Radar Systems ; Radar Target Recognition ; Shift Invariant ; Super Resolution ; Two-Channel
- ISSN
- 0018-9251
- Abstract
- We proposed a dual smoothing superresolution direction-of-arrival (DOA) estimation for multitarget detection with two-channel frequency modulated continuous-wave (FMCW) radar. For the conventional superresolution FMCW radar, the number of detectable targets for DOA estimation is limited by the number of RX antenna arrays. To enable DOA estimation for more targets than the number of receiving channels, we propose exploiting a dual shift invariant structure of dual smoothed matrix. We implemented two-channel FMCW radar and tested the performance of the proposed method. © 2016 IEEE.
- Publisher
- Institute of Electrical and Electronics Engineers Inc.
- Related Researcher
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Lee, Jonghun 미래자동차연구부
- Research Interests Radar; AI; DL/ML; signal processing
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