A novel multi-user collaborative cognitive radio spectrum sensing model: Based on a CNN-LSTM model - Wang, Kai; Chen, Yangyang; Bo, Dan; Wang, Shubin (PloS one, 2025)
Keywords: Accuracy; Adaptability; Algorithms; Artificial neural networks; Biology and Life Sciences; Cognition; Cognitive radio; Collaboration; Communication; Computer and Information Sciences; Computer Simulation; Decision making; Deep Learning; Design and construction; Efficiency; Humans; Information flow; Licenses; Long short-term memory; Machine learning; Neural networks; Neural Networks, Computer; Performance evaluation; Physical Sciences; Radio networks; Radio spectra; Research and Analysis Methods; Scanners (Radio receivers); Social Sciences; Spectrum allocation; Wireless networks; Wireless Technology; Wireless telecommunications equipment; China