Algorithm Unrolling for Massive Access via Deep Neural Networks With Theoretical Guarantee.
Yandong ShiHayoung ChoiYuanming ShiYong ZhouPublished in: IEEE Trans. Wirel. Commun. (2022)
Keyphrases
- theoretical guarantees
- neural network
- computational complexity
- preprocessing
- learning algorithm
- detection algorithm
- dynamic programming
- k means
- artificial neural networks
- segmentation algorithm
- search space
- cost function
- optimal solution
- least squares
- expectation maximization
- globally optimal
- convergence rate
- np hard
- particle swarm optimization
- probabilistic model
- genetic algorithm