DocumentCode :
3307524
Title :
Low-complexity joint DOA/TOA estimation algorithm for mobile location
Author :
Jung, Sooyeob ; Kim, Sujin ; Kim, Na Young ; Kang, Joonhyuk ; Kim, Youngok
Author_Institution :
Korea Adv. Inst. of Sci. & Technol. (KAIST), Daejeon, South Korea
fYear :
2011
fDate :
28-31 March 2011
Firstpage :
581
Lastpage :
586
Abstract :
In this paper, we present a low-complexity joint estimation algorithm of the direction of arrival (DOA) and time of arrival (TOA) for mobile location system, which is based on a multiple signal classification (MUSIC) algorithm. To reduce the computational overhead of conventional joint DOA/TOA estimation algorithms, the proposed approach employs two complexity reduction schemes: separation of the signal vector for individually extracting DOA/TOA and pseudo-spectrum computation with discrete Fourier transform (DFT). In addition, the loss of accuracy caused by the separation process is compensated by summing multiple pseudo-spectrums. Compared with the conventional two-dimensional (2-D) MUSIC algorithm, the proposed low-complexity algorithm not only substantially reduces the computational complexity but also provides better performance, especially in a low signal-to-noise ratio (SNR). The effectiveness of the proposed algorithm is verified by simulation results.
Keywords :
communication complexity; direction-of-arrival estimation; discrete Fourier transforms; mobile radio; radio spectrum management; signal classification; time-of-arrival estimation; MUSIC algorithm; complexity reduction; computational complexity; computational overhead; direction of arrival estimation; discrete Fourier transform; low-complexity joint DOA/TOA estimation algorithm; mobile location system; multiple signal classification; pseudospectrum computation; signal vector; signal-to-noise ratio; time of arrival estimation; Accuracy; Complexity theory; Direction of arrival estimation; Discrete Fourier transforms; Mobile communication; Multiple signal classification; Time of arrival estimation; Mobile location; direction of arrival (DOA); multiple signal classification (MUSIC); time of arrival (TOA);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wireless Communications and Networking Conference (WCNC), 2011 IEEE
Conference_Location :
Cancun, Quintana Roo
ISSN :
1525-3511
Print_ISBN :
978-1-61284-255-4
Type :
conf
DOI :
10.1109/WCNC.2011.5779198
Filename :
5779198
Link To Document :
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