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Hybrid spectrum sensing techniques in 5g cognitive radio networks in soft computing : a review

By: Contributor(s): Publication details: New Delhi Enriched Publications 2024Edition: Vol.5(1), Jan-AprDescription: 8-20pSubject(s): Online resources: In: Computational intelligence and machine learningSummary: This paper describes an updated and efficient method for Hybrid spectrum sensing in cognitive radio (CR) system utilizing soft computing paradigms. The suggested soft computing approach utilizes an artificial neural network and for learning and decision making as a solution to the problems when a new product is subjected to the CR framework, developed the ability for unlicensed cognitive users to access radio frequencies through a spectrum hole and understand its implications through mechanisms spectrum sensing. The suggested soft computing approach could then be referred to as the Neuro technique. The need for higher bandwidth is important with the rise in the number of communication devices. Usage of cognitive radio for the fifth generation 5G communication network of the next generation Consider the fact that CR technology will efficiently optimize the use of much of the unused communication spectrum bands for the future 5G of wireless network and beyond.
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This paper describes an updated and efficient method for Hybrid spectrum sensing in cognitive radio (CR)
system utilizing soft computing paradigms. The suggested soft computing approach utilizes an artificial
neural network and for learning and decision making as a solution to the problems when a new product is
subjected to the CR framework, developed the ability for unlicensed cognitive users to access radio
frequencies through a spectrum hole and understand its implications through mechanisms spectrum
sensing. The suggested soft computing approach could then be referred to as the Neuro technique. The need
for higher bandwidth is important with the rise in the number of communication devices. Usage of
cognitive radio for the fifth generation 5G communication network of the next generation Consider the fact
that CR technology will efficiently optimize the use of much of the unused communication spectrum bands
for the future 5G of wireless network and beyond.

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