Title :
Pruned multi-angle resolution fast beamforming
Author :
Yoon, Yeo-Sun ; Kaplan, Lance M. ; McClellan, James H.
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
Delay-and-sum (DS) beamforming is one of the basic beamforming methods, and it is effective for both narrowband and wideband sources. However, DS beamforming exhibits high computational complexity. Recently, a fast multistage approximation of DS beamforming was introduced (Oh, S.-M. and McClellan, J.H., Proc. ICASSP-2002, p.2937-40, 2002). In order to improve the computational efficiency of the fast beamformer further, we have integrated a detector into the intermediate stages of the fast algorithm. This detector can save computations by stopping further processing to resolve benign angular sectors that do not contain a coherent source. The joint fast detector/beamformer was tested using various wideband signals such as spread spectrum signals used in wireless communications. This technique should provide a useful direction finding solution in wireless communications and target localization applications. In addition, the fast algorithm can find initial values for high resolution direction-of-arrivals estimators such as coherent signal-subspace methods.
Keywords :
array signal processing; computational complexity; direction-of-arrival estimation; signal detection; DOA estimation; computational complexity; delay-and-sum beamforming; fast beamforming; fast detector; fast multistage approximation; multi-angle resolution beamforming; pruned beamforming; spread spectrum signals; target localization; wireless communications; Array signal processing; Computational complexity; Computational efficiency; Delay effects; Detectors; Narrowband; Signal resolution; Testing; Wideband; Wireless communication;
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2002
Print_ISBN :
0-7803-7551-3
DOI :
10.1109/SAM.2002.1191088