TY - GEN
T1 - Underwater three-hydrophone array passive ranging using time-dimensional Capon beamforming
AU - Liu, Jiapeng
AU - Liu, Xionghou
AU - Sun, Chao
AU - Fan, Kuan
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/6
Y1 - 2019/6
N2 - The three-hydrophone array is often used for underwater passive ranging. It uses the time delay estimation (TDE) between hydrophone pairs to calculate the target range. Traditionally, the generalized cross correlation (GCC) algorithm is used for TDE. However, when the available bandwidth is limited, the accuracy of GCC decreases severely and thus, fails to meet the performance requirement. To solve this problem, we propose a new TDE algorithm based on time-dimensional Capon beamforming. The proposed method uses Capon beamforming to process sampled signals at hydrophones to obtain the time-domain output and accordingly calculates the time delays between hydrophone pairs. Specifically, we extract several subband components from GCC outputs in the frequency domian. To suppress the amplitudes fluctuation between different subbands, the subband amplitude modification and the diagonal loading (DL) algorithm are used to improve the robustness of time-dimensional Capon beamforming. Finally, we estimate the range of target using the TDE result obtained by the proposed method. What's more, to analyze the TDE accuracy of the time-dimensional Capon beamforming, we compare the TDE variance of both GCC and the proposed method with Cramer-Rao lower bound (CRLB) under different simulation conditions. The results demonstrate that the proposed algorithm could significantly improve the performance of passive ranging in three-hydrophone array, in the case of relatively short bandwidth associated with subband amplitude fluctuations.
AB - The three-hydrophone array is often used for underwater passive ranging. It uses the time delay estimation (TDE) between hydrophone pairs to calculate the target range. Traditionally, the generalized cross correlation (GCC) algorithm is used for TDE. However, when the available bandwidth is limited, the accuracy of GCC decreases severely and thus, fails to meet the performance requirement. To solve this problem, we propose a new TDE algorithm based on time-dimensional Capon beamforming. The proposed method uses Capon beamforming to process sampled signals at hydrophones to obtain the time-domain output and accordingly calculates the time delays between hydrophone pairs. Specifically, we extract several subband components from GCC outputs in the frequency domian. To suppress the amplitudes fluctuation between different subbands, the subband amplitude modification and the diagonal loading (DL) algorithm are used to improve the robustness of time-dimensional Capon beamforming. Finally, we estimate the range of target using the TDE result obtained by the proposed method. What's more, to analyze the TDE accuracy of the time-dimensional Capon beamforming, we compare the TDE variance of both GCC and the proposed method with Cramer-Rao lower bound (CRLB) under different simulation conditions. The results demonstrate that the proposed algorithm could significantly improve the performance of passive ranging in three-hydrophone array, in the case of relatively short bandwidth associated with subband amplitude fluctuations.
KW - Cramér-Rao lower bound (RCLB)
KW - diagonal loading (DL)
KW - passive ranging
KW - subband amplitudes modification
KW - time delay estimation (TDE)
KW - time-dimensional Capon beamformer
UR - http://www.scopus.com/inward/record.url?scp=85103688283&partnerID=8YFLogxK
U2 - 10.1109/OCEANSE.2019.8867068
DO - 10.1109/OCEANSE.2019.8867068
M3 - 会议稿件
AN - SCOPUS:85103688283
T3 - OCEANS 2019 - Marseille, OCEANS Marseille 2019
BT - OCEANS 2019 - Marseille, OCEANS Marseille 2019
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2019 OCEANS - Marseille, OCEANS Marseille 2019
Y2 - 17 June 2019 through 20 June 2019
ER -