TY - GEN
T1 - Fast Iterative Adaptive Approach Based on 2-D Matched Filter Outputs for RFPA Signal
AU - Wei, Jia
AU - Wang, Fengyu
AU - Pan, Yizhe
AU - Tian, Jing
AU - Cui, Wei
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - Random frequency and pulse repetition interval agile (RFPA) signals have excellent performance on low probability of intercept (LPI) and anti-jamming. However, due to the random characteristics of RFPA signals, their matched filter (MF) outputs suffer from high range-Doppler sidelobes, which seriously deteriorate weak targets detection performance. The iterative adaptive approach based on matched filter (MF-IAA) is proved to be effective in suppressing sidelobes, but it has a heavy computational burden. To solve these problems, we propose a fast MF-IAA method based on 2-D MF outputs within a small processing window (MF-FWIAA). The simulation results show that MF-FWIAA can effectively suppress the range-Doppler sidelobes of RFPA signals with low computational complexity.
AB - Random frequency and pulse repetition interval agile (RFPA) signals have excellent performance on low probability of intercept (LPI) and anti-jamming. However, due to the random characteristics of RFPA signals, their matched filter (MF) outputs suffer from high range-Doppler sidelobes, which seriously deteriorate weak targets detection performance. The iterative adaptive approach based on matched filter (MF-IAA) is proved to be effective in suppressing sidelobes, but it has a heavy computational burden. To solve these problems, we propose a fast MF-IAA method based on 2-D MF outputs within a small processing window (MF-FWIAA). The simulation results show that MF-FWIAA can effectively suppress the range-Doppler sidelobes of RFPA signals with low computational complexity.
KW - iterative adaptive approach
KW - matched filter
KW - random frequency and pulse repetition interval agile (RFPA)
KW - sidelobe suppression
UR - http://www.scopus.com/inward/record.url?scp=85163770670&partnerID=8YFLogxK
U2 - 10.1109/RadarConf2351548.2023.10149550
DO - 10.1109/RadarConf2351548.2023.10149550
M3 - Conference contribution
AN - SCOPUS:85163770670
T3 - Proceedings of the IEEE Radar Conference
BT - RadarConf23 - 2023 IEEE Radar Conference, Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2023 IEEE Radar Conference, RadarConf23
Y2 - 1 May 2023 through 5 May 2023
ER -