Title :
Coherent multipath signal direction finding with array shape distortion
Author :
Zhuo, Jie ; Li, Bing
Author_Institution :
Inst. of Acoust. Eng., Northwestern Polytech. Univ., Xi´´an, China
Abstract :
When the shape of a horizontal towed line array is deformed due to fluctuations in ship maneuvering, beamforming and Directions-of-Arrival (DOA) estimation would be critically degraded if the array shape was still assumed to be a straight line. An effective method was proposed to estimate the DOAs of the coherent multipath signals with the deformed towed array. Firstly, the spatial signature is blindly estimated from the eigen-decomposition of the data covariance matrix. Then, the problem of DOAs estimation could be described as a nonlinear multi-dimensional optimization problem and solved by the Genetic Algorithm, which dose not require the initial values of the parameters and can converge to the global point. The effectiveness of the proposed method was verified by numerical examples.
Keywords :
array signal processing; covariance matrices; direction-of-arrival estimation; eigenvalues and eigenfunctions; genetic algorithms; navigation; DOA estimation; array shape distortion; blind estimation; coherent multipath signal direction finding; data covariance matrix; directions-of-arrival estimation; eigen-decomposition; genetic algorithm; horizontal towed line array; nonlinear multidimensional optimization problem; ship maneuvering; spatial signature; Signal to noise ratio; DOA estimation; array shape distortion; coherent multipath signal; spatial signature;
Conference_Titel :
Signal Processing (ICSP), 2010 IEEE 10th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-5897-4
DOI :
10.1109/ICOSP.2010.5656998