DocumentCode
2891605
Title
Parameter estimation of wideband chirp signals in sensor arrays through DPT
Author
Lie, S. ; Leyman, A. Rahim ; Chew, Y.H.
Author_Institution
Digital Wireless Dept., Inst. for Infocomm Res., Singapore
Volume
2
fYear
2003
fDate
9-12 Nov. 2003
Firstpage
1878
Abstract
This paper proposes an estimation technique for multiple constant amplitude chirp signals embedded in white Gaussian noise. It is shown that it is possible to estimate the parameters (initial frequencies, frequency rates, direction of arrivals) of individual signals with 1-D searches, yet performs close to Cramer Rao bound. Hence it is computationally attractive. The proposed algorithm uses multicomponent discrete polynomial phase transform at each antenna output to observe each initial frequency and frequency rate, and exploits the linear relationship of initial frequency seen at one sensor to the next, to extract the original parameters. Simulation and comparative results are included to show its effectiveness.
Keywords
AWGN; amplitude estimation; array signal processing; broadband antennas; signal detection; transforms; 1-D search; Cramer Rao bound; antenna output; frequency rate; multicomponent discrete polynomial phase transform; multiple constant amplitude wideband chirp signal; parameter estimation; sensor array; white Gaussian noise; Amplitude estimation; Chirp; Cramer-Rao bounds; Direction of arrival estimation; Frequency estimation; Gaussian noise; Parameter estimation; Polynomials; Sensor arrays; Wideband;
fLanguage
English
Publisher
ieee
Conference_Titel
Signals, Systems and Computers, 2004. Conference Record of the Thirty-Seventh Asilomar Conference on
Print_ISBN
0-7803-8104-1
Type
conf
DOI
10.1109/ACSSC.2003.1292308
Filename
1292308
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