Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee.
Yandong ShiHayoung ChoiYuanming ShiYong ZhouPublished in: CoRR (2021)
Keyphrases
- neural network
- theoretical guarantees
- optimal solution
- dynamic programming
- detection algorithm
- k means
- learning algorithm
- computational complexity
- probabilistic model
- worst case
- genetic algorithm
- search space
- cost function
- optimization algorithm
- preprocessing
- artificial neural networks
- objective function
- energy function
- mathematical model
- monte carlo
- convergence rate
- training algorithm