عنوان

Data-driven wireless networks :

303000290X

9783030002909

3030002896

9783030002893

Data-driven wireless networks :

[Book]

a compressive spectrum approach /

Yue Gao, Zhijin Qin.

London :

Springer,

[2019]

1 online resource

SpringerBriefs in electrical and computer engineering

Part I : Background -- Introduction -- Sparse representation in wireless networks -- Part II : Compressive spectrum sensing algorithms -- Data-driven compressive spectrum sensing -- Robust compressive spectrum sensing -- Secure compressive spectrum sensing -- Part III : Conclusions -- Conclusions and future work.

0

This SpringerBrief discusses the applications of spare representation in wireless communications, with a particular focus on the most recent developed compressive sensing (CS) enabled approaches. With the help of sparsity property, sub-Nyquist sampling can be achieved in wideband cognitive radio networks by adopting compressive sensing, which is illustrated in this brief, and it starts with a comprehensive overview of compressive sensing principles. Subsequently, the authors present a complete framework for data-driven compressive spectrum sensing in cognitive radio networks, which guarantees robustness, low-complexity, and security. Particularly, robust compressive spectrum sensing, low-complexity compressive spectrum sensing, and secure compressive sensing based malicious user detection are proposed to address the various issues in wideband cognitive radio networks. Correspondingly, the real-world signals and data collected by experiments carried out during TV white space pilot trial enables data-driven compressive spectrum sensing. The collected data are analysed and used to verify our designs and provide significant insights on the potential of applying compressive sensing to wideband spectrum sensing.

Springer Nature

com.springer.onix.9783030002909

Data-driven wireless networks.

9783030002893

Internet of things.

Wireless sensor networks.

Communications engineering-- telecommunications.

COMPUTERS-- General.

Internet of things.

WAP (wireless) technology.

Wireless sensor networks.

COM-- 000000

Gao, Yue

Qin, Zhijin

20200823071615.0

pn

[Book]

Y