Title :
Higher-order cyclostationarity based direction finding of coherent sources
Author :
Xin, Jingmin ; Tsuji, Hiroyuki ; Sano, Akira
Author_Institution :
YRP Mobile Telecommun. Key Technol., Res. Labs. Co. Ltd., Yokosuka, Japan
Abstract :
This paper investigates the source localization in multipath propagation scenarios by jointly utilizing the merits of higher-order statistics and cyclostationarity of most communication signals to enhance the performance of directions-of-arrival (DOA) estimation and to more effectively reject interference and noise. A new higher-order cyclostationarity based approach is proposed for the narrow-band coherent signals impinging on a uniform linear array. In the proposed method, by incorporating the subarray scheme with a linear prediction technique, the computational cost is reduced and the resolution capability is improved, and the difficulty of choice of the optimal lag is alleviated
Keywords :
array signal processing; direction-of-arrival estimation; higher order statistics; interference suppression; multipath channels; prediction theory; signal resolution; white noise; DOA estimation; additive white noise; array signal processing; coherent sources; communication signals; computational cost reduction; directions-of-arrival estimation; higher-order cyclostationarity based direction finding; higher-order statistics; interference rejection; linear prediction; multipath propagation; narrow-band coherent signals; noise rejection; optimal lag; resolution improvement; source localization; uniform linear array; wireless communication systems; Computational efficiency; Direction of arrival estimation; Frequency estimation; Higher order statistics; Interference; Mobile communication; Narrowband; Sensor arrays; Signal resolution; Spatial resolution;
Conference_Titel :
Signal Processing Advances in Wireless Communications, 1999. SPAWC '99. 1999 2nd IEEE Workshop on
Conference_Location :
Annapolis, MD
Print_ISBN :
0-7803-5599-7
DOI :
10.1109/SPAWC.1999.783092