An energy-efficient cooperative spectrum sensing using the machine learning algorithm

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  • who: Qingying Wu and collaborators from the Faculty of Applied Sciences, Macao Polytechnic University, Macao SAR, China have published the article: An Energy-Efficient Cooperative Spectrum Sensing Using the Machine Learning Algorithm, in the Journal: Sensors 2022, 22, 8230. of 25/Oct/2022
  • what: Specifically the authors develop a neural network which involves parameters that are integral to the CSS performance including a device sleeping rate for each sensor and thresholds used in the detection method and a customized loss function based on the consumption of the CSS system and multiple penalty terms reflecting the . . .

     

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