Deep Cooperative Sensing: Cooperative Spectrum Sensing Based on Convolutional Neural Networks

• Published in: IEEE transactions on vehicular technology Vol. 68; no. 3; pp. 3005 - 3009
• Main Authors: Lee, Woongsup, Kim, Minhoe, Cho, Dong-Ho
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.03.2019; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Artificial neural networks; Cascading style sheets; Cognitive radio; Cognitive radio network; Computer simulation; convolutional neural network; Convolutional neural networks; cooperative spectrum sensing; Correlation; Deep learning; Detection; Fading channels; Neural networks; Sensors; Wireless sensor networks

In this paper, we investigate cooperative spectrum sensing (CSS) in a cognitive radio network (CRN) where multiple secondary users (SUs) cooperate in order to detect a primary user, which possibly occupies multiple bands simultaneously. Deep cooperative sensing (DCS), which constitutes the first CSS...