TY - GEN
T1 - Advances in theory of compressive sensing and applications in communication
AU - Guan, Xiuzhi
AU - Gao, Yulong
AU - Chang, Jian
AU - Zhang, Zhongzhao
PY - 2011
Y1 - 2011
N2 - Sampling is the link between analog signal and digital signal. With the rapid development of information technologies, demands for the amount of information are increasing at very fast speed. So the systems in existence are very difficult to meet the challenges of sampling at high speed, transmitting and storing large volume data. How to acquire information in signal efficiently is an urgent problem in electronic information fields. Compressive Sensing (CS) is a new theory of signal sampling, coding and encoding, which makes full use of signal's sparsity and compressibility [1][2]. This paper mainly introduce the model of Compressive Sensing theory, algorithm of Compressive Sensing theory. In the end, the applications fields of Compressive Sensing in communication are introduced.
AB - Sampling is the link between analog signal and digital signal. With the rapid development of information technologies, demands for the amount of information are increasing at very fast speed. So the systems in existence are very difficult to meet the challenges of sampling at high speed, transmitting and storing large volume data. How to acquire information in signal efficiently is an urgent problem in electronic information fields. Compressive Sensing (CS) is a new theory of signal sampling, coding and encoding, which makes full use of signal's sparsity and compressibility [1][2]. This paper mainly introduce the model of Compressive Sensing theory, algorithm of Compressive Sensing theory. In the end, the applications fields of Compressive Sensing in communication are introduced.
KW - Compressive sensing
KW - applications in communication
KW - measurement matrix
KW - reconstruct algorithm
KW - sparsity
UR - https://www.scopus.com/pages/publications/84860631594
U2 - 10.1109/IMCCC.2011.169
DO - 10.1109/IMCCC.2011.169
M3 - 会议稿件
AN - SCOPUS:84860631594
SN - 9780769545196
T3 - Proceedings - 2011 International Conference on Instrumentation, Measurement, Computer, Communication and Control, IMCCC 2011
SP - 662
EP - 665
BT - Proceedings - 2011 International Conference on Instrumentation, Measurement, Computer, Communication and Control, IMCCC 2011
T2 - 1st International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC2011
Y2 - 21 October 2011 through 23 October 2011
ER -