Title :
Transmission diversity smoothing for multi-target localization [radar/sonar systems]
Author :
Tabrikian, Joseph ; Bekkerman, Ilya
Author_Institution :
Dept. of Electr. & Comput. Eng., Ben-Gurion Univ. of the Negev, Beer-Sheva, Israel
Abstract :
A new method for target localization by radar or sonar systems based on spatially coded signal transmission is proposed. Recently, it has been shown that spatially-coded signal transmission allows us to obtain virtual sensors. We show that for any array geometry, these virtual sensors are grouped into subarrays with identical structures. The transmission diversity, embedded in the spatially-coded signal model, is used to spatially smooth the signal covariance matrix in order to enable the use of eigenstructure-based methods for multiple coherent target localization. Unlike conventional spatial smoothing and forward-backward averaging, the proposed transmission diversity smoothing (TDS) algorithm is not limited to uniform or symmetric arrays, and does not decrease the array aperture. The performance of the algorithm implemented with MUSIC is tested using simulations and compared to the spatial smoothing method. The results show that the TDS algorithm is consistent and outperforms the spatial smoothing method.
Keywords :
array signal processing; covariance matrices; decorrelation; diversity reception; eigenvalues and eigenfunctions; radar signal processing; smoothing methods; sonar signal processing; target tracking; MUSIC; TDS algorithm; eigenstructure-based methods; multiple coherent target localization; radar systems; signal covariance matrix smoothing; sonar systems; spatially coded signal transmission; transmission diversity smoothing; virtual sensor subarrays; Apertures; Covariance matrix; Geometry; Multiple signal classification; Radar; Sensor arrays; Signal resolution; Smoothing methods; Sonar; Spatial resolution;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
Print_ISBN :
0-7803-8874-7
DOI :
10.1109/ICASSP.2005.1416190