Abstract
This paper aims to suppress mainlobe deceptive jammers considering the multipath effect in a frequency diverse array-multiple-input multiple-output (FDA-MIMO) radar. At the problem formulation stage, the overall received signal including the true target, mainlobe deceptive jammers, and burst jamming signal in the presence of multipath propagation, is represented as a “low-rank + low-rank + sparse” decomposition model. Then, an improved Go Decomposition (GoDec) algorithm is developed to recover the components corresponding to the target signal and disturbance (including the mainlobe jammers and burst jamming signal). Furthermore, a data-dependent beamforming approach is implemented to eliminate the mainlobe deceptive jammers, where the covariance matrix is constructed using the recovered disturbance components, and the steering vector is obtained with a priori knowledge of the target position. Numerical results are provided to demonstrate the effectiveness of the devised technique and its superiority over competing methods in suppressing mainlobe deceptive jammers under multipath environments. © 2024 IEEE.
Original language | English |
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Title of host publication | 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings |
Publisher | IEEE |
Pages | 12946-12950 |
ISBN (Electronic) | 9798350344851 |
ISBN (Print) | 9798350344868 |
DOIs | |
Publication status | Published - 2024 |
Event | 49th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2024) - COEX, Seoul, Korea, Republic of Duration: 14 Apr 2024 → 19 Apr 2024 https://2024.ieeeicassp.org/ |
Publication series
Name | ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings |
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ISSN (Print) | 1520-6149 |
ISSN (Electronic) | 2379-190X |
Conference
Conference | 49th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2024) |
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Country/Territory | Korea, Republic of |
City | Seoul |
Period | 14/04/24 → 19/04/24 |
Internet address |
Research Keywords
- FDA-MIMO radar
- GoDec
- mainlobe deceptive jammer suppression
- multipath effect