A multichannel compressed sampling method for fractional bandlimited signals

被引:8
|
作者
Zhao, Haoran [1 ]
Zhang, Jingchao [1 ]
Qiao, Liyan [1 ]
Chen, YangQuan [2 ]
机构
[1] Harbin Inst Technol, Dept Automat Test & Control, Harbin 150086, Peoples R China
[2] Univ Calif Merced, Mechatron Embedded Syst & Automat MESA Lab, Merced, CA USA
来源
SIGNAL PROCESSING | 2017年 / 134卷
关键词
Fractional Fourier Transform; Fractional multiband signals; Modulated wideband converter; Compressed sensing; FOURIER-TRANSFORM DOMAIN; RECONSTRUCTION;
D O I
10.1016/j.sigpro.2016.11.023
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a multichannel compressed sampling scheme based on the modulated wideband converter and the fractional Fourier transform. The system consists of modulators, analog filters, and analog-to-digital converters. The analog signal is multiplied by a chirp signal and a bank of periodic waveforms. After filtering, the product is uniformly sampled at a rate that is considerably lower than the Nyquist rate. The proposed method which is valid for fractional multiband signals is proven based on the fractional Fourier series. The robustness, recovery accuracy and influence of the fractional order are analyzed by the empirical probability of the successful recovery and the mean squared error.
引用
收藏
页码:139 / 148
页数:10
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