DocumentCode :
290465
Title :
Further study of the SDMP method for parameter estimation of multiple transients
Author :
Evans, James B. ; Hua, Yingbo
Author_Institution :
Dept. of Electr. & Electron. Eng., Melbourne Univ., Parkville, Vic., Australia
Volume :
iv
fYear :
1994
fDate :
19-22 Apr 1994
Abstract :
A variant of the subspace decomposition matrix pencil (SDMP) method for estimating the angles of arrival of multiple transient signals is presented. The transient signals we consider here are modeled as the sum of complex exponentials. The SDMP-variant uses the same approach of the SDMP method to find the temporal poles. Then the SDMP-variant carries out a 1-D search for finding the spatial parameters (d.o.r´s). The advantages of the SDMP-variant are (a) that there is no pairing routine required to match the estimated d.o.r´s to the signal poles, (b) the noise sensitivity performance is better, and (c) the computation is more efficient. A sensitivity analysis is used to determine the performance, which is supported by simulation
Keywords :
direction-of-arrival estimation; exponential distribution; matrix decomposition; noise; pole assignment; transient analysis; SDMP method; SDMP-variant; angles of arrival; complex exponentials; computational efficiency; multiple transients; noise sensitivity performance; pairing routine; parameter estimation; simulation; spatial parameters; subspace decomposition matrix pencil method; temporal poles; transient signals; Amplitude estimation; Analytical models; Computational modeling; Delay effects; Delay estimation; Direction of arrival estimation; Matrix decomposition; Parameter estimation; Sensitivity analysis; Sensor arrays;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on
Conference_Location :
Adelaide, SA
ISSN :
1520-6149
Print_ISBN :
0-7803-1775-0
Type :
conf
DOI :
10.1109/ICASSP.1994.389833
Filename :
389833
Link To Document :
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