DocumentCode
1785480
Title
An improved array design for W-CMSR DOA estimation by Simulated Annealing
Author
Verma, A. ; Santosh, Sandeep
Author_Institution
Dept. of Electron. & Commun. Eng., Nat. Inst. of Technol., Kurukshetra, India
fYear
2014
fDate
28-30 May 2014
Firstpage
1
Lastpage
5
Abstract
Direction-of-Arrival (DOA) estimation is an important problem. Many algorithms have been proposed to estimate the DOA. Wideband Covariance Matrix Sparse Representation (W-CMSR) is one of such method. W-CMSR has a certain advantage over other wideband direction-of-arrival estimation methods that it does not require any spectral decomposition of the wideband signals into the narrowband signals. Also W-CMSR does not require any initial information about the number of signal sources. This paper optimize the parameters of array design namely number of sensors and aperture size by the method named Simulated Annealing. This paper further shows that the optimization of array design by Simulated Annealing have better computational complexity compared to method where all the possible design are taken.
Keywords
covariance matrices; direction-of-arrival estimation; simulated annealing; sparse matrices; W-CMSR DOA estimation; computational complexity; direction-of-arrival estimation; improved array design; optimization; simulated annealing; wideband covariance matrix sparse representation; wideband direction-of-arrival estimation methods; Algorithm design and analysis; Apertures; Direction-of-arrival estimation; Sensor arrays; Simulated annealing; DOA Estimation; Simulated Annealing; W-CMSR; Wideband Signals;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering and Systems (SCES), 2014 Students Conference on
Conference_Location
Allahabad
Print_ISBN
978-1-4799-4940-3
Type
conf
DOI
10.1109/SCES.2014.6880109
Filename
6880109
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