A Reinforcement-Learning-Assisted Power Amplifier for RF Fingerprint Generation in 65 nm CMOS.
Jiachen XuYuyi ShenJunting DengEthan ChenVanessa ChenPublished in: IEEE Trans. Circuits Syst. I Regul. Pap. (2024)
Keyphrases
- reinforcement learning
- power consumption
- silicon on insulator
- high power
- low power
- cmos technology
- power supply
- nm technology
- high speed
- power management
- low cost
- ibm power processor
- power reduction
- function approximation
- dynamic programming
- radio frequency
- fingerprint identification
- power dissipation
- learning algorithm
- machine learning
- multi agent
- state space
- markov decision processes
- optimal policy
- image processing
- low voltage
- relevance feedback
- temporal difference
- model free
- reinforcement learning algorithms
- high sensitivity
- optimal control
- fingerprint recognition
- fingerprint images
- learning process
- chip design
- circuit design