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Asynchronous cooperative spectrum sensing via sequential detection in fuzzy hypothesis testing under noise uncertainty in cognitive radio networks

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成果类型:
期刊论文
作者:
Xie, Shujing
通讯作者:
Shujing Xie
作者机构:
[Xie, Shujing] Univ South China, Sch Elect Engn, Hengyang 421001, Hunan, Peoples R China.
通讯机构:
[Shujing Xie] S
School of Electrical Engineering, University of South China, Hengyang, Hunan, People's Republic of China
语种:
英文
关键词:
asynchronous cooperative spectrum sensing;cooperative spectrum sensing;fuzzy hypothesis testing;noise power uncertainty;number of samples;sample size;sequential probability ratio detection;synchronous cooperative spectrum sensing
期刊:
IET Communications
ISSN:
1751-8628
年:
2023
卷:
17
期:
2
页码:
207-214
基金类别:
Scientific research project of Hunan Provincial Department of Education [19C1598]; Scientific Research startup project [190xqd002]; Hengyang guiding science and technology plan project [2020jh012689]
机构署名:
本校为第一机构
院系归属:
电气工程学院
摘要:
Spectrum sensing is a critical part in Cognitive radio networks to detect the available frequency resources, and its timeliness and accuracy are extremely important. The conventional detectors usually fail to be robust in the presence of noise uncertainty, hence an asynchronous cooperative spectrum sensing approach based on sequential probability ratio detection in fuzzy hypothesis testing is proposed. In the approach, sequential detection in fuzzy hypothesis testing is done by each cognitive radio to form local decisions, then fusion centre sequentially accumulates the local decisions of coop...

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