Title :
An efficient sub-Nyquist receiver architecture for spectrum blind reconstruction and direction of arrival estimation
Author :
Kumar, A.A. ; Razul, Sirajudeen Gulam ; See, Chong-Meng Samson
Author_Institution :
Temasek Labs., NTU, Singapore, Singapore
Abstract :
Spectrum blind reconstruction and direction-of-arrival (DOA) estimation of multiple narrow-band signals spread over wide spectrum sampled at sub-Nyquist sampling rates are considered in this paper. A new sub-Nyquist sampling receiver architecture which requires minimal hardware along with an efficient algorithm for estimation of the parameters and spectrum reconstruction is presented. We further show with the proposed approach, that a minimum average sampling rate of 2(N + 1)B would be sufficient in order to reconstruct the spectrum as well as estimate their corresponding DOA of N narrow-band signals of maximum bandwidth B. Simulation results are also provided which shows the performance very close to the Cramer Rao bound.
Keywords :
Nyquist criterion; direction-of-arrival estimation; receivers; signal reconstruction; signal sampling; spectral analysis; Cramer Rao bound; DOA estimation; direction of arrival estimation; efficient subNyquist receiver architecture; maximum bandwidth; minimum average sampling rate; multiple narrow-band signal; sampled wide spectrum; spectrum blind reconstruction; subNyquist sampling rate; Arrays; Direction-of-arrival estimation; Estimation; Frequency estimation; Noise; Receivers; Signal resolution; Direction-of-arrival; ESPRIT; MUSIC; Spectrum blind reconstruction; sub-Nyquist sampling;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
Conference_Location :
Florence
DOI :
10.1109/ICASSP.2014.6854913