Impairment Identification for PAM-4 Transceivers and Links Using Machine Learning.
Daniel LippiattAlirio MelgarVarghese A. ThomasSiddharth VarughesePavel ZivnyShane A. HazzardStephen E. RalphPublished in: OFC (2021)
Keyphrases
- machine learning
- learning algorithm
- machine learning methods
- artificial intelligence
- data analysis
- pattern recognition
- natural language processing
- knowledge discovery
- learning problems
- active learning
- knowledge acquisition
- explanation based learning
- reinforcement learning
- inductive learning
- decision trees
- automatic identification
- data mining
- support vector machine
- information extraction
- learning tasks
- statistical learning
- knowledge representation
- supervised classification
- previously identified
- machine learning algorithms
- computational intelligence
- real time
- computer science
- natural language
- bayesian networks
- image processing
- genetic algorithm
- data sets