A Sub-Nyquist Rate Sampling Receiver Exploiting Compressive Sensing

被引:70
作者
Chen, Xi [1 ]
Yu, Zhuizhuan [1 ]
Hoyos, Sebastian [1 ]
Sadler, Brian M. [2 ]
Silva-Martinez, Jose [1 ]
机构
[1] Texas A&M Univ, Analog & Mixed Signal Ctr, Dept Elect & Comp Engn, College Stn, TX 77843 USA
[2] USA, Res Lab, Adelphi, MD 20783 USA
关键词
Analog-to-information converters; compressive sensing (CS); low-noise analog circuits; low-power circuits; RF current mode circuits; sub-Nyquist analog-to-digital conversion (ADC); wideband receiver; COGNITIVE RADIO; DESIGN; ADC;
D O I
10.1109/TCSI.2010.2072430
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 sub-Nyquist rate sampling receiver architecture that exploits signal sparsity by employing compressive sensing (CS) techniques. The receiver serves as an analog-to-information conversion system that works at sampling rates much lower than the Nyquist rate. A parallel-path structure that employs current mode sampling techniques is used. The receiver performance is quantified analytically. Useful and fundamental design guidelines that are unique to CS are provided based on the analytical tools. Simulations with a 90-nm CMOS process verify the theoretical derivations and the circuit implementations. Based on these results, it is shown that an instantaneous receiver signal bandwidth of 1.5 GHz and a signal-to-noise-plus-distortion ratio of 44 dB are achievable. The receiver power consumption is estimated to be 120.8 mW. A comparison with state-of-the-art high-speed analog-to-digital conversions reveals that the proposed approach improves the figure of merit by a factor of three if the signal exhibits a 4% sparsity.
引用
收藏
页码:507 / 520
页数:14
相关论文
共 30 条
[1]  
[Anonymous], 2002, FEDERAL COMMUNICATIO
[2]   Robust uncertainty principles:: Exact signal reconstruction from highly incomplete frequency information [J].
Candès, EJ ;
Romberg, J ;
Tao, T .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2006, 52 (02) :489-509
[3]  
Candès EJ, 2008, IEEE SIGNAL PROC MAG, V25, P21, DOI 10.1109/MSP.2007.914731
[4]   A Cognitive Radio System Using Discrete Wavelet Multitone Modulation [J].
Chen, Kuan-Hung ;
Chiueh, Tzi-Dar .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2008, 55 (10) :3246-3258
[5]  
Chen YF, 2009, IEEE ASIAN SOLID STA, P145, DOI 10.1109/ASSCC.2009.5357199
[6]  
Cheng-Chung Hsu, 2007, 2007 IEEE International Solid-State Circuits Conference (IEEE Cat. No.07CH37858), P464
[7]   Calculation of Total Integrated Noise in Analog Circuits [J].
Dastgheib, Alireza ;
Murmann, Boris .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2008, 55 (10) :2988-2993
[8]   A 6-bit 3.5-GS/s 0.9-V 98-mW Flash ADC in 90-nm CMOS [J].
Deguchi, Kazuaki ;
Suwa, Naoko ;
Ito, Masao ;
Kumamoto, Toshio ;
Miki, Takahiro .
IEEE JOURNAL OF SOLID-STATE CIRCUITS, 2008, 43 (10) :2303-2310
[9]  
GUPTA S, 2006, P IEEE ISSCC FEB, P264
[10]   Cognitive radio: Brain-empowered wireless communications [J].
Haykin, S .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2005, 23 (02) :201-220