DocumentCode :
512521
Title :
The CRB on wideband direction of arrival estimation under the background of colored noises
Author :
Jianguo, Liu ; Bingcheng, Yuan ; Xing, Ming
Author_Institution :
Sch. of Marine Eng., Northwestern Polytech. Univ., Xi´´an, China
Volume :
1
fYear :
2009
fDate :
19-20 Dec. 2009
Firstpage :
416
Lastpage :
419
Abstract :
The CRB on wideband direction of arrival (DOA) estimation of multi-source under the background of colored noises is deduced. According to the expression, the characteristics of wideband CRB and the factors related to the performance of DOA estimation are presented: the wideband CRB of single source can be divided into two items, and one depends on signal characteristics, which include the second frequency moment of the power spectrum ratio of signals to noises, time width of each frequency snapshot, and snapshots number etc. The other one lies on the array geometry composed of array manifold, DOA, the position of reference point and so on. Under the background of white Gaussian noises (WGN), the factors related to the former part can be simplified as the second frequency moment of signal, SNR and snapshots number. According to the CRB expression, not only the best performance of wideband DOA estimation algorithms is given, but also some useful guidance is provided from the point to improve the performance of DOA estimation.
Keywords :
AWGN; direction-of-arrival estimation; parameter estimation; CRB; DOA; SNR; direction of arrival; second frequency moment; white Gaussian noise; wideband direction of arrival; Acoustic noise; Acoustic sensors; Array signal processing; Colored noise; Direction of arrival estimation; Frequency estimation; Power engineering and energy; Sensor arrays; Signal processing algorithms; Wideband; CRB; Colored Noises; White Gaussian Noises; Wideband Direction of Arrival Estimation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power Electronics and Intelligent Transportation System (PEITS), 2009 2nd International Conference on
Conference_Location :
Shenzhen
Print_ISBN :
978-1-4244-4544-8
Type :
conf
DOI :
10.1109/PEITS.2009.5406980
Filename :
5406980
Link To Document :
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