A Thompson sampling approach to channel exploration-exploitation problem in multihop cognitive radio networks.
Viktor ToldovLaurent ClavierValeria LoscrìNathalie MittonPublished in: PIMRC (2016)
Keyphrases
- multi hop
- exploration exploitation
- cognitive radio networks
- channel allocation
- spectrum sensing
- cellular networks
- active learning
- cognitive radio
- wireless networks
- base station
- bandit problems
- reinforcement learning
- wireless sensor networks
- ad hoc networks
- wireless communication
- data transmission
- relevance feedback
- wireless ad hoc networks
- energy efficient
- end to end
- mobile ad hoc networks
- physical layer
- routing protocol
- wifi
- user centric
- energy consumption
- routing algorithm
- sensor networks
- cross layer
- decision problems
- low cost
- mobile networks
- communication systems
- sensor nodes