Fuzzy Q-Learning Approach to QoS Provisioning in Two-Tier Cognitive Femtocell Networks.
Jerzy MartynaPublished in: IEA/AIE (2015)
Keyphrases
- quality of service
- traffic engineering
- differentiated services
- network resources
- resource management
- service differentiation
- qos parameters
- qos requirements
- admission control
- multi agent
- fuzzy sets
- path selection
- network conditions
- fuzzy logic
- state space
- learning algorithm
- response time
- web services
- service provisioning
- function approximation
- multimedia services
- network structure
- reinforcement learning
- fuzzy clustering
- cognitive processes
- fuzzy numbers
- cognitive science
- cooperative
- end to end
- membership functions
- social networks
- decision making
- next generation networks
- service selection
- fuzzy rules
- stochastic approximation
- dynamic programming
- information processing
- bandwidth allocation
- heterogeneous wireless networks
- fuzzy controller
- optimal policy
- complex networks
- resource utilization
- reinforcement learning algorithms
- ad hoc networks
- real time