An Enhanced Tree Routing Based on Reinforcement Learning in Wireless Sensor Networks.
Beom-Su KimBeomkyu SuhIn Jin SeoHan Byul LeeJi Seon GongKi-Il KimPublished in: Sensors (2023)
Keyphrases
- wireless sensor networks
- reinforcement learning
- routing algorithm
- routing protocol
- biological inspired
- data aggregation
- energy aware
- network lifetime
- routing scheme
- energy efficient
- ad hoc networks
- multi hop
- tree structure
- sensor networks
- energy consumption
- machine learning
- optimal policy
- multicast tree
- state space
- energy efficiency
- routing problem
- tree nodes
- secure routing
- learning algorithm
- function approximation
- data transmission
- reduce the energy consumption
- topology control
- shortest path
- reinforcement learning algorithms
- network coding
- sensor nodes
- network layer
- key management
- network connectivity
- environmental monitoring
- data gathering
- load distribution
- index structure
- multipath
- wireless ad hoc networks
- markov decision processes
- wireless communication
- network topology
- mobile nodes
- end to end
- sensor data
- temporal difference
- leaf nodes
- mobile ad hoc networks
- model free
- residual energy
- node selection
- response time
- learning process