Compressed sampling for OFDM-UWB systems

被引:0
作者
Ge, Li-jun [1 ,2 ]
Zhang, Hua [2 ]
Guo, Hui [2 ]
Xue, Qian-nan [1 ]
机构
[1] Civil Aviat Univ China, Tianjin Key Lab Civil Aircraft Airworthiness & Ma, Tianjin 300300, Peoples R China
[2] Tianjin Polytech Univ, Sch Elect & Informat Engn, Tianjin 300387, Peoples R China
来源
WIRELESS COMMUNICATION AND SENSOR NETWORK | 2016年
基金
中国国家自然科学基金;
关键词
Ultra Wide Band; OFDM; Compressed Sampling; OMP; IMPLEMENTATION;
D O I
暂无
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
In order to solve the problem of high-speed sampling in OFDM based ultra wide band (UWB) systems, this paper provides an analysis of the applicability of two existing compressed sampling methods, namely random modulation (RD) and parallel segmented compressed sensing (PSCS), for analog signals. The optimized orthogonal matching pursuit algorithm is used for the known sparsity avoiding iterative operation. Simulations show that the PSCS scheme can reduce the sampling rate in OFDM-UWB systems effectively as compared to RD. The system based on PSCS achieves a performance significantly better than that of RD.
引用
收藏
页码:561 / 570
页数:10
相关论文
共 11 条
[1]   Compressed Sensing for OFDM UWB Systems [J].
Agrawal, Tanish ;
Lakkundi, Vishwas ;
Griffin, Anthony ;
Tsakalides, Panagiotis .
2011 IEEE RADIO AND WIRELESS SYMPOSIUM (RWS), 2011, :190-193
[2]   Analysis and Implementation of a Time-Interleaved ADC Array for a Software-Defined UWB Receiver [J].
Anderson, Christopher R. ;
Venkatesh, Swaroop ;
Ibrahim, Jihad E. ;
Buehrer, R. Michael ;
Reed, Jeffrey H. .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2009, 58 (08) :4046-4063
[3]   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
[4]  
Chen NY, 2013, INT CONF WIRE COMMUN
[5]   Compressed sensing [J].
Donoho, DL .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2006, 52 (04) :1289-1306
[6]   Compressed Wavelet Packet-Based Spectrum Sensing With Adaptive Thresholding for Cognitive Radio [J].
Hosseini, Haleh ;
Syed-Yusof, Sharifah Kamilah Bte ;
Fisal, Norsheila ;
Farzamnia, Ali .
CANADIAN JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING-REVUE CANADIENNE DE GENIE ELECTRIQUE ET INFORMATIQUE, 2015, 38 (01) :31-36
[7]   Theory and implementation of an analog-to-information converter using random demodulation [J].
Laska, Jason N. ;
Kirolos, Sami ;
Duarte, Marco F. ;
Ragheb, Tamer S. ;
Baraniuk, Richard G. ;
Massoud, Yehia .
2007 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-11, 2007, :1959-1962
[8]   Beyond Nyquist: Efficient Sampling of Sparse Bandlimited Signals [J].
Tropp, Joel A. ;
Laska, Jason N. ;
Duarte, Marco F. ;
Romberg, Justin K. ;
Baraniuk, Richard G. .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2010, 56 (01) :520-544
[9]  
Yu ZZ, 2008, INT CONF ACOUST SPEE, P3861
[10]  
Zhou Q, 2014, IEEE I C ULTRA-WIDEB, P222, DOI 10.1109/ICUWB.2014.6958982