TY - GEN
T1 - An Interference Elimination and Coherent Accumulation Method for Narrowband Aiming Jamming Based on FCM-IAA
AU - Li, Yunzhu
AU - Qiang, Xiaomin
AU - Gao, Yuhang
AU - Ren, Lixiang
AU - Fan, Huayu
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - Narrowband aiming jammer interferes with the normal work of the radar by transmitting high-power noise signals to realize the suppression of the target echo signal. Frequency agile signals with random inter-pulse carrier frequency hopping can reduce the coverage of narrowband aiming jamming on the target echo effectively, and exhibit strong anti-jamming capability. However, due to its inter-pulse carrier frequency hopping, the traditional phase reference accumulation method is difficult to apply. Aiming at the above problems, this paper proposes an interference elimination and coherent accumulation method for narrowband aiming jamming based on Fuzzy C-means and Iterative Adaptive Approach (FCM-IAA) algorithm. For the frequency agile signal interfered by narrowband aiming jamming, pulse compression is used at first and then extract the mean and variance characteristics based on the pulse compression results. Subsequently, the Fuzzy C-means (FCM) algorithm is employed to determine whether each pulse echo is affected by jamming and eliminate any jammed pulses accordingly. For frequency agile signals with frequency points missing, we use the Iterative Adaptive Approach (IAA) to realize super-resolution estimation of target range-velocity two-dimensional parameters, and solve the problem of coherent processing caused by inter-pulse carrier frequency agile. Finally, simulation results demonstrate that compared with traditional algorithms, the proposed algorithm offers a lower coherence processing floor which can achieve weak target detection and have a higher detection probability in the case of low Signal-to-Noise Ratio (SNR) and high Jamming Coverage Rate (JCR).
AB - Narrowband aiming jammer interferes with the normal work of the radar by transmitting high-power noise signals to realize the suppression of the target echo signal. Frequency agile signals with random inter-pulse carrier frequency hopping can reduce the coverage of narrowband aiming jamming on the target echo effectively, and exhibit strong anti-jamming capability. However, due to its inter-pulse carrier frequency hopping, the traditional phase reference accumulation method is difficult to apply. Aiming at the above problems, this paper proposes an interference elimination and coherent accumulation method for narrowband aiming jamming based on Fuzzy C-means and Iterative Adaptive Approach (FCM-IAA) algorithm. For the frequency agile signal interfered by narrowband aiming jamming, pulse compression is used at first and then extract the mean and variance characteristics based on the pulse compression results. Subsequently, the Fuzzy C-means (FCM) algorithm is employed to determine whether each pulse echo is affected by jamming and eliminate any jammed pulses accordingly. For frequency agile signals with frequency points missing, we use the Iterative Adaptive Approach (IAA) to realize super-resolution estimation of target range-velocity two-dimensional parameters, and solve the problem of coherent processing caused by inter-pulse carrier frequency agile. Finally, simulation results demonstrate that compared with traditional algorithms, the proposed algorithm offers a lower coherence processing floor which can achieve weak target detection and have a higher detection probability in the case of low Signal-to-Noise Ratio (SNR) and high Jamming Coverage Rate (JCR).
KW - frequency agile waveform
KW - Fuzzy C-means (FCM)
KW - Iterative Adaptive Approach (IAA)
KW - narrowband aiming jamming
KW - super-resolution parameter estimation
UR - http://www.scopus.com/inward/record.url?scp=86000016593&partnerID=8YFLogxK
U2 - 10.1109/ICSIDP62679.2024.10868356
DO - 10.1109/ICSIDP62679.2024.10868356
M3 - Conference contribution
AN - SCOPUS:86000016593
T3 - IEEE International Conference on Signal, Information and Data Processing, ICSIDP 2024
BT - IEEE International Conference on Signal, Information and Data Processing, ICSIDP 2024
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2nd IEEE International Conference on Signal, Information and Data Processing, ICSIDP 2024
Y2 - 22 November 2024 through 24 November 2024
ER -