TY - JOUR
T1 - An angle error extraction algorithm based on JADE for three-channel radar seeker system with the existence of deception jamming
AU - Li, Shiping
AU - Guo, Jianguo
N1 - Publisher Copyright:
© 2022 Elsevier Inc.
PY - 2022/11
Y1 - 2022/11
N2 - Mainlobe jamming always causes the degradation of signal detection ability and angle measurement precision of radar seekers. Generally, the target echo and jamming can be separated from each other through blind source separation (BSS)-based methods. However, the angle error information of target cannot be obtained just from the separated sources because of loss of amplitude information. Specially, the angle error information is of great significance for three-channel radar seeker system. Thus, in this paper, based on Joint Approximate Diagonalization of Eigenmatrices (JADE) method, we propose an angle error extraction algorithm for three-channel radar seeker system with the existence of strong deception jamming. Firstly, the model of both target echo and jamming is derived. Secondly, the target echo and jamming are separated from each other through JADE. Then, by the combination of separated target signal with Least Squares algorithm, we reconstruct the target signals of three channels, in which we get the exact specific value of sum-differential channel. Furthermore, the effectiveness of the proposed method is verified by simulations.
AB - Mainlobe jamming always causes the degradation of signal detection ability and angle measurement precision of radar seekers. Generally, the target echo and jamming can be separated from each other through blind source separation (BSS)-based methods. However, the angle error information of target cannot be obtained just from the separated sources because of loss of amplitude information. Specially, the angle error information is of great significance for three-channel radar seeker system. Thus, in this paper, based on Joint Approximate Diagonalization of Eigenmatrices (JADE) method, we propose an angle error extraction algorithm for three-channel radar seeker system with the existence of strong deception jamming. Firstly, the model of both target echo and jamming is derived. Secondly, the target echo and jamming are separated from each other through JADE. Then, by the combination of separated target signal with Least Squares algorithm, we reconstruct the target signals of three channels, in which we get the exact specific value of sum-differential channel. Furthermore, the effectiveness of the proposed method is verified by simulations.
KW - Angle error
KW - Joint approximate diagonalization of eigenmatrices
KW - Least squares
KW - Mainlobe jamming
UR - http://www.scopus.com/inward/record.url?scp=85139357219&partnerID=8YFLogxK
U2 - 10.1016/j.dsp.2022.103754
DO - 10.1016/j.dsp.2022.103754
M3 - 文章
AN - SCOPUS:85139357219
SN - 1051-2004
VL - 131
JO - Digital Signal Processing: A Review Journal
JF - Digital Signal Processing: A Review Journal
M1 - 103754
ER -