Data-Driven Methods for Next Generation of Wireless Communication Networks
Vijayakumar Ponnusamy · International Journal of Advanced Trends in Computer Science and Engineering · 2020
The next generation of wireless communications networks will be very complex with the heterogeneous nature of nodes, radio access mechanisms, communication links, and network slices.The network will be more dynamic, which requires an intelligent system to address those complex heterogeneous scenarios and to adapt to the dynamics of wireless channels and environments.Machine Learning (ML) and Deep Learning (DL)-based solutions will be the optimal one for this problem.Machine learning and Deep learning driven algorithms can facilitate to analyze and make efficient resource management.