Title :
An algorithm for estimating doppler frequency of underwater high-speed moving target
Author :
Sun, Changcun ; Ren, Zhiliang ; Li, Yaobo ; Zhang, Tao
Author_Institution :
Dept. of Weaponry Eng., Naval Univ. of Eng., Wuhan, China
Abstract :
Aiming at the problem of doppler frequency estimation of underwater high-speed moving target, based on the principle of ESPRIT algorithm, an improved ESPRIT algorithm is proposed. Using the time delay data of target echo signal to construct two sub-arrays with the same array shape, a matrix pencil is constructed by the cross covariance matrix of the two sub-arrays. By means of generalized eigen-decomposition of the matrix pencil, the doppler frequency of underwater high-speed moving target can be obtained. Compared with the standard ESPRIT algorithm, the improved ESPRIT algorithm does not require the eigen-decomposition of auto-covariance matrix, and thus has lower computational complexity. Computer simulation shows that the proposed method is effective for estimating doppler frequency of underwater high-speed moving target.
Keywords :
covariance matrices; underwater acoustic communication; Doppler frequency estimation; ESPRIT algorithm; auto-covariance matrix; computational complexity; computer simulation; cross covariance matrix; generalized eigen-decomposition; matrix pencil; target echo signal; time delay data; underwater high speed moving target; Matrix decomposition; Signal to noise ratio; ESPRIT; active detection; doppler frequency; eigen-decomposition; estimation algorithm; high-speed moving target;
Conference_Titel :
Intelligent Computing and Intelligent Systems (ICIS), 2010 IEEE International Conference on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4244-6582-8
DOI :
10.1109/ICICISYS.2010.5658826