Advances in Theory of Compressive Sensing and Applications in Communication

机译：沟通传感理论与沟通中的应用进展

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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.

机译：采样是模拟信号和数字信号之间的链接。随着信息技术的快速发展，信息量的需求以非常快的速度增加。因此，存在的系统非常难以满足高速采样的挑战，传输和存储大容量数据。如何有效地在信号中获取信息是电子信息字段中的紧急问题。压缩检测（CS）是一种新的信号采样，编码和编码理论，可以充分利用信号的稀疏性和压缩性[1] [2]。本文主要介绍压缩检测理论，压缩传感理论算法的模型。最后，介绍了通信中的压缩感测的应用领域。

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《International Conference on Instrumentation, Measurement, Computer, Communication and Control》|2011年||共4页
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作者
Guan Xiuzhi; Gao Yulong; Chang Jian; Zhang ZhongZHao;
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中图分类 TH7-53;
关键词
Compressive sensing; applications in communication; measurement matrix; reconstruct algorithm; sparsity;

机译：压缩传感;在通信中的应用;测量矩阵;重建算法;稀疏性;

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机译：EPJ应用超材料特刊，“按设计的超材料：理论，方法及其在通信和传感中的应用”
3. Carrier Sense Multiple Access Communications on Multipacket Reception Channels: Theory and Applications to IEEE 802.11 Wireless Networks [J] . Chan D.S., Berger T., Lang Tong Communications, IEEE Transactions on . 2013,第1期

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4. Advances in Theory of Compressive Sensing and Applications in Communication [C] . Guan Xiuzhi, Gao Yulong, Chang Jian, 2011 First International Conference on Instrumentation, Measurement, Computer, Communication and Control . 2011

机译：压缩感知理论及其在通信中的应用进展
5. New sampling and detection approaches for compressed sensing and their application to ultra wideband communications. [D] . Wang, Zhongmin. 2010

机译：压缩感测的新采样和检测方法及其在超宽带通信中的应用。
6. Compressed Sensing: Applications in Radar and Communications [O] . Sandra Costanzo, Álvaro Rocha, Marco Donald Migliore 2016

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7. DIGITAL CONTROL SYSTEMS IMPLEMENTATION TECHNIQUES, VOLUME 70 OF CONTROL AND DYNAMIC SYSTEMS: ADVANCES IN THEORY AND APPLICATIONS, C. Leondes (ed), Academic Press, San Diego, 1995, 390 pp., ISBN 0-12-0127702, $99.00 DISCRETE-TIME CONTROL SYSTEM ANALYSIS AND DESIGN, VOLUME 71 OF CONTROL AND DYNAMIC SYSTEMS: ADVANCES IN THEORY AND APPLICATIONS, C. Leondes (ed), Academic Press, San Diego, 1995, 410 pp., ISBN 0-12-0127715, $99.00 DISCRETE-TIME CONTROL SYSTEM IMPLEMENTATION TECHNIQUES, VOLUME 72 OF CONTROL AND DYNAMIC SYSTEMS: ADVANCES IN THEORY AND APPLICATIONS, C. Leondes (ed), Academic Press, San Diego, 1995, 388 pp., ISBN 0-12-0127725, $99.00 TECHNIQUES IN DISCRETE-TIME STOCHASTIC CONTROL SYSTEMS, VOLUME 73 OF CONTROL AND DYNAMIC SYSTEMS: ADVANCES IN THEORY AND APPLICATIONS, C. Leondes (ed), Academic Press, San Diego, 1995, 380 pp., ISBN 0-12-0127734, $99.00 TECHNIQUES IN DISCRETE AND CONTINUOUS ROBUST SYSTEMS, VOLUME 74 OF CONTROL AND DYNAMIC SYSTEMS: ADVANCES IN THEORY AND APPLICATIONS, C. Leondes (ed), Academic Press, San Diego, 1995, 412 pp., ISBN 0-12-0127741, $99.00 [O] . D. SUBBARAM NAIDU 1997

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8. Theory and Practice of Compressed Sensing in Communications and Airborne Networking [R] . Batalama, S. N. 2010

机译：通信与机载网络中压缩感知的理论与实践

Advances in Theory of Compressive Sensing and Applications in Communication

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