DocumentCode :
669194
Title :
A low-complexity robust estimation of multiple wideband polynomial-phase signals in sensor array
Author :
Djukanovic, Slobodan ; Simeunovic, Marko ; Djurovic, Igor
Author_Institution :
Electr. Eng. Dept., Univ. of Montenegro, Podgorica, Montenegro
fYear :
2013
fDate :
4-6 Sept. 2013
Firstpage :
308
Lastpage :
313
Abstract :
This paper addresses joint estimation of parameters of multiple polynomial-phase signals (PPSs) impinging on a sensor array and corresponding direction-of-arrivals (DOAs). Using a recently proposed method for the fine estimation of multiple PPSs, we first separate signal components and then estimate the parameters of interest from the spatial high-order instantaneous moments (SHIMs) of the obtained components. The parameter estimation is performed through maximizing the spectrum obtained by averaging the spectra of multiple rows and columns of the SHIM matrix. The proposed approach offers lower signal-to-noise ratio (SNR) threshold and higher accuracy with respect to concurrent methods. Since all parameters are estimated through 1-D searches, the calculation complexity is significantly reduced with respect to the maximum likelihood (ML) methods.
Keywords :
array signal processing; direction-of-arrival estimation; matrix algebra; maximum likelihood estimation; sensor arrays; sensor fusion; source separation; spectral analysis; DOA estimation; PPS; SHIM matrix; SNR threshold; calculation complexity; direction-of-arrival estimation; low-complexity robust estimation; maximum likelihood method; multiple polynomial-phase signals; multiple wideband polynomial-phase signals; parameter estimation; sensor array; signal component separation; signal-to-noise ratio threshold; spatial high-order instantaneous moments; spectral averaging; spectrum maximization; Arrays; Direction-of-arrival estimation; Discrete Fourier transforms; Estimation; Signal to noise ratio;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image and Signal Processing and Analysis (ISPA), 2013 8th International Symposium on
Conference_Location :
Trieste
Type :
conf
DOI :
10.1109/ISPA.2013.6703758
Filename :
6703758
Link To Document :
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