NDLI: Adaptive Particle Swarm Optimisation based Energy Efficient Dynamic Correlation Behavior of Secondary Nodes in Cognitive Radio Sensor Networks

Content Provider	IET Digital Library
Author	Mukherjee, Amrit Goswami, Pratik Yan, Ziwei Yang, Lixia
Abstract	Wireless sensor network enhances the classic features of wireless communication with cognitive capabilities for efficient spectrum usage. This work focuses on the dynamic correlation between the secondary users (SUs) based on their statistical behaviour while performing the cooperative communication in cognitive radio sensor network. The proposed approach addresses the problem of uneven and repetitive communication between the SUs in a cooperative communication scenario. The authors’ objective is to use a novel approach based on the Gaussian copula theory and advanced particle swarm optimisation algorithm to analyse the dependencies of time-varying spectrum sensing behaviour of multiple SUs. Here, time delay in prediction reduces due to the analysis of the dynamic correlation between the time delay in spectrum sensing results for the same set of channels. The simulation results show the performance of the proposed approach outperforming the other well-known techniques.
Starting Page	1658
Ending Page	1665
Page Count	8
ISSN	17518628
Volume Number	14
e-ISSN	17518636
Issue Number	Issue 10, Jun (2020)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/iet-com/14/10
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/iet-com.2019.0750
Journal	IET Communications
Publisher Date	2020-03-17
Access Restriction	Open
Rights Holder	© The Institution of Engineering and Technology
Subject Keyword	Advanced Particle Swarm Optimisation Algorithm Cognitive Capabilities Cognitive Radio Cooperative Communication Cooperative Communication Scenario Efficient Spectrum Usage Energy Conservation Energy Efficient Dynamic Correlation Behaviour Gaussian Copula Theory Gaussian Processes Multiple SUs Optimisation Technique Particle Swarm Optimisation Probability Theory Radio Spectrum Management Repetitive Communication Secondary Node Cognitive Radio Sensor Network Secondary User Signal Detection Spectrum Sensing Result Statistical Behaviour Statistics Stochastic Linearised SCUC Telecommunication Power Management Time Delay Time-varying Spectrum Sensing Behaviour Uneven Communication Wireless Communication System Wireless Sensor Network
Content Type	Text
Resource Type	Article
Subject	Electrical and Electronic Engineering Computer Science Applications

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