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| Clutter Cancellation for Airborne Passive Radar Based on Frequency-domain Block RDS-LMS Algorithm |
| YANG Pengcheng①②③ LÜ Xiaode①② CHAI Zhihai①②③ ZHANG Dan①②③ YUE Qi①②③ YANG Jingmao①②③ |
①(Institute of Electronics, Chinese Academy of Sciences, Beijing 100190, China)
②(National Key Laboratory of Science and Technology on Microwave Imaging, Beijing 100190, China)
③(University of Chinese Academy of Sciences, Beijing 100049, China) |
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Abstract A frequency-domain block Range-Doppler-Space Least-Mean-Square (RDS-LMS) algorithm is proposed for the cancellation of the Doppler spread of clutter for airborne passive radar. To avoid the cancellation of targets in the clutter Doppler band with the cancellation of clutter, this algorithm uses the spatial dependence of the clutter Doppler frequency and cancels clutter along the clutter ridge. With the frequency-domain block implementation, the iteration of adaptive processing is reduced and FFT can be employed. Hence, the computational load is reduced. Simulation results based on experimental data show that the proposed algorithm is able to cancel clutter effectively and more importantly it has slight influence on targets in clutter Doppler band. For example, for targets with radial velocity greater than 10 m/s, signal-to-noise ratio (SNR) loss is within 1 dB. Computational complexity analyses show that the frequency-domain block implementation reduces the computational load 42 times and according to the real-time implemented Frequency-Domain Block LMS (FBLMS) algorithm in ground based passive radar, the proposed algorithm needs 771 ms to process 1 s data with the help of parallel processing of Graphic Processing Unit (GPU) and can satisfy the need for the real-time implementation of airborne passive radar clutter cancellation.
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Received: 02 March 2017
Published: 14 August 2017
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Corresponding Authors:
YANG Pengcheng
E-mail: yang_peng_cheng@126.com
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