TY - JOUR
T1 - Direct blast suppression for bi-static sonar systems with high duty cycle based on adaptive filters
AU - Lee, Wonnyoung
AU - Jeong, Euicheol
AU - Yoon, Kyungsik
AU - Kim, Geunhwan
AU - Kim, Dohyung
AU - You, Yena
AU - Lee, Seokjin
N1 - Publisher Copyright:
Copyright © 2022 The Acoustical Society of Korea.
PY - 2022
Y1 - 2022
N2 - In this paper, we propose an algorithm to improve target detection rate degradation due to direct blast in a bi-static sonar systems with high duty cycle using an adaptive filters. It is very important to suppress the direct blast in the aforementioned sonar systems because it has a fatal effect on the actual system operation. In this paper, the performance was evaluated by applying the Normalized Least Mean Square (NLMS) and Recursive Least Square (RLS) algorithms to the simulation and sea experimental data. The beam signals of the target and direct blast bearings were used as the input and desired signals, respectively. By optimizing the difference between the two signals, the direct blast is removed and only the target signal is remained. As a result of evaluating the results of the matched filter in the simulation, it was confirmed that the direct blast was removed to the noise level in both Linear Frequency Modultated (LFM) and Generalized Sinusoidal Frequency Modulated (GSFM), and in the case of GSFM, the target sidelobe decreased by more than 20 dB, thereby improving performance. In the sea experiment, it was confirmed that the LFM reduced the level of the transmitted direct wave by 10 dB, the GSFM reduced the level of the transmitted direct wave by about 4 dB, and the side lobe of the target decreased by about 4 dB, thereby improving the performance.
AB - In this paper, we propose an algorithm to improve target detection rate degradation due to direct blast in a bi-static sonar systems with high duty cycle using an adaptive filters. It is very important to suppress the direct blast in the aforementioned sonar systems because it has a fatal effect on the actual system operation. In this paper, the performance was evaluated by applying the Normalized Least Mean Square (NLMS) and Recursive Least Square (RLS) algorithms to the simulation and sea experimental data. The beam signals of the target and direct blast bearings were used as the input and desired signals, respectively. By optimizing the difference between the two signals, the direct blast is removed and only the target signal is remained. As a result of evaluating the results of the matched filter in the simulation, it was confirmed that the direct blast was removed to the noise level in both Linear Frequency Modultated (LFM) and Generalized Sinusoidal Frequency Modulated (GSFM), and in the case of GSFM, the target sidelobe decreased by more than 20 dB, thereby improving performance. In the sea experiment, it was confirmed that the LFM reduced the level of the transmitted direct wave by 10 dB, the GSFM reduced the level of the transmitted direct wave by about 4 dB, and the side lobe of the target decreased by about 4 dB, thereby improving the performance.
KW - Adaptive filters
KW - Detection rate improvement
KW - Direct blast suppression
KW - High duty cycle sonar system
UR - http://www.scopus.com/inward/record.url?scp=85136614193&partnerID=8YFLogxK
U2 - 10.7776/ASK.2022.41.4.446
DO - 10.7776/ASK.2022.41.4.446
M3 - Article
AN - SCOPUS:85136614193
SN - 1225-4428
VL - 41
SP - 446
EP - 460
JO - Journal of the Acoustical Society of Korea
JF - Journal of the Acoustical Society of Korea
IS - 4
ER -