Deep Reinforcement Learning Based Interference Avoidance Beam-Hopping Allocation Algorithm in Multi-beam Satellite Systems.
Haonan WangLixiang LiuXin ZhouLexi XuGuangyang WuShuaijun LiuPublished in: TrustCom (2023)
Keyphrases
- dynamic programming
- experimental evaluation
- reinforcement learning
- learning algorithm
- computational cost
- np hard
- optimal solution
- computational complexity
- recognition algorithm
- high accuracy
- preprocessing
- times faster
- simulated annealing
- significant improvement
- machine learning
- particle swarm optimization
- optimization algorithm
- matching algorithm
- similarity measure
- linear programming
- monte carlo
- search space
- estimation algorithm