DocumentCode :
1674093
Title :
A novel Sub-Nyquist sampling of sparse wideband signals
Author :
Chia-Hua Lin ; Shang-Ho Tsai ; Chuang, G.C.H.
Author_Institution :
Dept. of Electr. Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
fYear :
2013
Firstpage :
4628
Lastpage :
4632
Abstract :
We propose a Sub-Nyquist sampling scheme using only one mixer, one filter bank with M subfilters and M low rate ADCs. Compared to the MWC (Modulated Wideband Converter) system in [1], the proposed sampling system has several complexity advantages. First, due to the use of only one mixer, the hardware complexity for analog circuits is significantly reduced. Moreover, the system only needs one PN sequence and thus the search complexity for the best sequence is greatly reduced. The use of the best sequence enables the proposed system to achieve a smaller mean square error (MSE) between the original and the reconstructed signals than that of the MWC system. Simulation results are provided to show the performance superiority of the proposed system in terms of MSE and recovery percentage.
Keywords :
compressed sensing; mean square error methods; signal sampling; MSE; PN sequence; analog circuit; filter bank; hardware complexity; low rate ADC; mean square error; mixer; search complexity; sparse wideband signal; subNyquist sampling; subfilters; Complexity theory; Compressed sensing; Frequency modulation; Gold; Mixers; Signal to noise ratio; Wideband; Compressive sensing (CS); modulated wideband converter (MWC); random demodulator (RD); spectrum blind reconstruction; sub-Nyquist sampling;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location :
Vancouver, BC
ISSN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2013.6638537
Filename :
6638537
Link To Document :
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