Combining Efficient Probabilistic Shaping and Deep Neural Network to Mitigate Capacity Crunch in 5G Fronthaul.
Qi ZhouRui ZhangYou-Wei ChenShuyi ShenShang-Jen SuJeffrey FinkelsteinGee-Kung ChangPublished in: OFC (2020)
Keyphrases
- neural network
- artificial neural networks
- probabilistic model
- machine learning
- cost effective
- back propagation
- data driven
- generative model
- lightweight
- training algorithm
- posterior probability
- information theoretic
- computationally efficient
- fuzzy logic
- evolutionary algorithm
- data structure
- bayesian networks
- decision trees
- feature selection