Title: A Novel Sub-Nyquist Sampling of Sparse Wideband Signals
Authors: Lin, Chia-Hua
Tsai, Shang-Ho
Chuang, Gene C. H.
電子工程學系及電子研究所
Department of Electronics Engineering and Institute of Electronics
Keywords: Compressive sensing (CS);sub-Nyquist sampling;spectrum blind reconstruction;modulated wideband converter (MWC);random demodulator (RD)
Issue Date: 2013
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.
URI: http://hdl.handle.net/11536/23530
ISBN: 978-1-4799-0356-6
ISSN: 1520-6149
Journal: 2013 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP)
Begin Page: 4628
End Page: 4632
Appears in Collections:Conferences Paper