Deep Reinforcement Learning-Based Mobility-Aware UAV Content Caching and Placement in Mobile Edge Networks.
Stephen AnokyeDaniel Ayepah-MensahAbegaz Mohammed SeidGordon Owusu BoatengGuolin SunPublished in: IEEE Syst. J. (2022)
Keyphrases
- reinforcement learning
- network connectivity
- mobile users
- mobile networks
- mobile environments
- mobile internet
- cellular networks
- mobility patterns
- function approximation
- mobile devices
- user mobility
- dynamic content
- edge detection
- mobile phone
- mobile computing environment
- web content
- multimedia content
- mobile nodes
- mobility management
- delay tolerant
- metadata
- prefetching
- mobile computing
- cache invalidation
- social networks
- learning process
- markov decision processes
- path planning
- context aware
- model free
- heterogeneous networks
- wireless sensor networks
- mobile agents
- state space
- response time
- sensor networks
- machine learning
- mobile technologies
- multimedia services
- data dissemination
- network structure
- multimedia data
- mobile applications