Autonomous handover parameter optimisation for 5G cellular networks using deep deterministic policy gradient.
Chiew Foong KwongChenhao ShiQianyu LiuSen YangDavid ChiengPushpendu KarPublished in: Expert Syst. Appl. (2024)
Keyphrases
- cellular networks
- policy gradient
- base station
- mobile networks
- wireless networks
- mobility management
- mobile users
- reinforcement learning
- wireless sensor networks
- function approximation
- supply chain management
- genetic algorithm
- energy efficient
- multi hop
- sensor networks
- gradient method
- wifi
- ad hoc networks
- optimal control
- communication networks
- energy consumption
- reinforcement learning algorithms
- wireless communication
- mobile ad hoc networks
- supply chain
- approximation methods
- sensor nodes