Communication spectrum prediction method based on convolutional gated recurrent unit network

L Yuan, L Nie, Y Hao - Scientific Reports, 2024 - nature.com
In modern wireless communication systems, the scarcity of spectrum resources poses
challenges to the performance and efficiency of the system. Spectrum prediction technology …

Integrated Cognitive Symbiotic Computing and Ambient Backscatter Communication Network

C Ren, Y Hu, L Sun, H Li, C Sun… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Ambient backscatter communication (AmBC) possesses signal reception and energy-
harvesting capabilities, allowing providing wireless cognition through simple energy …

Application of Spectrum State Prediction Method Based on CNN-LSTM Network in Communication Interference

Z Tian, D Yu, Y Bai, S Lei, Y Wang - IEEE Access, 2023 - ieeexplore.ieee.org
The continuous development of communication technology and various deep learning
models has led to the invention and application of many anti-interference technologies in the …

A system state aware switched-multichannel protocol for energy harvesting CRNs

P Mukherjee, S De - IEEE Transactions on Cognitive …, 2019 - ieeexplore.ieee.org
In this paper, we propose a novel system state aware multichannel protocol for energy
harvesting cognitive radio networks (EH-CRNs). In contrast with the state-of-the-art …

Short-term Power Load Dynamic Scheduling Based on GWO-TCN-GRU Optimization Algorithm

Y Hu, L Pan, X Yang, X Wei, D **e - IEEE Access, 2024 - ieeexplore.ieee.org
With the continuous increase of global energy demand and the transformation and
upgrading of energy structure, the stability and efficiency of the power system are facing …