Energy-efficient underwater acoustic communication based on Dyna-Q with an adaptive action space.
Cheng FanZhaohui WangKaichen YangPublished in: Phys. Commun. (2023)
Keyphrases
- energy efficient
- underwater acoustic
- sensor networks
- mac protocol
- action space
- communication systems
- wireless sensor networks
- energy consumption
- state space
- sensor nodes
- markov decision processes
- base station
- energy efficiency
- sensor data
- reinforcement learning
- multi hop
- real valued
- communication networks
- stochastic processes
- computer networks
- data streams
- single agent
- routing protocol
- multiple agents
- wireless channels
- data acquisition