Reinforcement Learning Based Transmission Range Control (RL-TRC) in SD-WSN with Moving Sensors.
Anuradha BanerjeeAbu SufianPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- wireless sensor networks
- transmission range
- micro controller
- sensor networks
- control policy
- function approximation
- optimal control
- reinforcement learning algorithms
- model free
- routing algorithm
- state space
- real time
- sensor nodes
- action selection
- markov decision processes
- learning algorithm
- optimal policy
- control system
- multi hop
- data acquisition
- temporal difference
- multi agent
- topology control
- network connectivity
- network lifetime
- energy consumption
- energy efficient
- base station
- control strategy
- shortest path
- multipath
- routing protocol
- mobile devices
- end to end