Reinforcement Learning Aided Routing in Tactical Wireless Sensor Networks.
Andrews A. OkineNadir H. AdamGeorges KaddoumPublished in: UNet (2022)
Keyphrases
- wireless sensor networks
- reinforcement learning
- routing algorithm
- routing protocol
- data aggregation
- routing scheme
- biological inspired
- energy aware
- sensor networks
- network lifetime
- energy efficient
- ad hoc networks
- function approximation
- energy consumption
- transmission range
- sensor nodes
- network topology
- routing problem
- multi hop
- topology control
- base station
- reinforcement learning algorithms
- reduce the energy consumption
- mobile ad hoc networks
- state space
- mobile nodes
- energy efficiency
- load distribution
- residual energy
- environmental monitoring
- secure routing
- data transmission
- multipath
- wireless ad hoc networks
- shortest path
- data gathering
- temporal difference
- wireless communication
- markov decision processes
- malicious nodes
- node selection
- wireless sensor
- data center
- learning algorithm
- neural network
- machine learning
- optimal policy
- transfer learning
- sink node
- network coding
- optimal control