FOCMLAD approach： angle estimation for MMW-FMCW radar under unknown correlated clutter noise
Year: 2025
Type: article
Abstract: In this manuscript, an angle estimation algorithm based on FOC-based MUSIC and LAD (FOCMLAD) is presented for millimeter wave (MMW) FMCW radar under spatially and temporally correlative clutter noise. The FOC-based MUSIC method is used to resolve and reconstruct the intermediate frequency (IF) signal. Then, it regards every sensor's signal expression as an independent regression form and uses LAD to achieve the angle. This algorithm effectively suppresses the correlative clutter-noise. The FOCMLAD algorithm mitigates the adverse effects of temporal correlation in correlative clutter-noise by incorporating the FOC-based MUSIC method and employing LAD to counteract its non-Gaussian nature. The FOCMLAD algorithm effectively suppresses the correlative clutter-noise's spatial correlation, as the clutter-noise distribution remains consistent across sensors regardless of spatial correlation. This effectiveness is validated through experimental results.
Authors: Mao Yuqian, Sheng Jisong, Zhang Lianjiang, Wang Qiang
Institution: China State Shipbuilding (China)
Language: English
Subfield: Signal Processing
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W6963104445
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