Deep Q-learning based Reinforcement Learning Approach for Radio Frequency Fingerprinting in Internet of Things.
Jiao YeDongyang XuTiantian ZhangKeping YuPublished in: ICCE (2024)
Keyphrases
- radio frequency
- reinforcement learning
- rfid technology
- function approximation
- reinforcement learning algorithms
- model free
- state space
- temporal difference learning
- optimal policy
- stochastic approximation
- frequency band
- multi agent reinforcement learning
- multi agent
- action selection
- temporal difference
- learning process
- mobile devices
- learning algorithm
- reinforcement learning methods
- key technologies
- supply chain management
- action space
- function approximators
- ubiquitous computing
- supply chain
- dynamic programming
- intravascular ultrasound
- continuous state and action spaces
- markov decision processes
- rl algorithms
- machine learning
- phased array