TY - GEN
T1 - Using FIM-Capon to Improve Joint Detection Performance of UUV-Based Flank and Towed Arrays
AU - Pan, Yimin
AU - Liu, Xionghou
AU - Yang, Yixin
AU - Sun, Chao
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - For the flank and towed arrays mounted on an unmanned underwater vehicle (UUV), the detection performance of each of them is often insufficient. To solve the problem, the joint processing of the flank and towed arrays provided a potential way. However, the gap between the flank and towed arrays and the low input signal-to-noise ratios (SNR) of the two arrays will lead to degraded performance. In this paper, we combine the UUV-based flank and towed arrays together to form a single integrated array, and try to improve the detection performance of the integrated array. Toward this end, we apply the Capon beamformer with Fourier integral method (FIM-Capon) to the integrated array. Firstly, FIM is applied to the integrated array (i.e., the flank and towed arrays). Then, the Capon beamformer, based on the output of FIM, is used to improve the detection performance. In the propose method, FIM can fill the gap between the flank and towed arrays, improve the input SNR and extend the array aperture, which is much helpful for improving the performance of the Capon beamformer. As a result, FIM-Capon will show a better performance than other beamformer methods, and improve the joint detection performance of the UUV-based flank and towed arrays. Numerical simulations demonstrate the effectiveness of the proposed method.
AB - For the flank and towed arrays mounted on an unmanned underwater vehicle (UUV), the detection performance of each of them is often insufficient. To solve the problem, the joint processing of the flank and towed arrays provided a potential way. However, the gap between the flank and towed arrays and the low input signal-to-noise ratios (SNR) of the two arrays will lead to degraded performance. In this paper, we combine the UUV-based flank and towed arrays together to form a single integrated array, and try to improve the detection performance of the integrated array. Toward this end, we apply the Capon beamformer with Fourier integral method (FIM-Capon) to the integrated array. Firstly, FIM is applied to the integrated array (i.e., the flank and towed arrays). Then, the Capon beamformer, based on the output of FIM, is used to improve the detection performance. In the propose method, FIM can fill the gap between the flank and towed arrays, improve the input SNR and extend the array aperture, which is much helpful for improving the performance of the Capon beamformer. As a result, FIM-Capon will show a better performance than other beamformer methods, and improve the joint detection performance of the UUV-based flank and towed arrays. Numerical simulations demonstrate the effectiveness of the proposed method.
KW - FIM-Capon
KW - Flank array
KW - joint detection
KW - Towed array
UR - http://www.scopus.com/inward/record.url?scp=85184815106&partnerID=8YFLogxK
U2 - 10.1109/ICICSP59554.2023.10390636
DO - 10.1109/ICICSP59554.2023.10390636
M3 - 会议稿件
AN - SCOPUS:85184815106
T3 - 2023 6th International Conference on Information Communication and Signal Processing, ICICSP 2023
SP - 1044
EP - 1048
BT - 2023 6th International Conference on Information Communication and Signal Processing, ICICSP 2023
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 6th International Conference on Information Communication and Signal Processing, ICICSP 2023
Y2 - 23 September 2023 through 25 September 2023
ER -