Stochastic analysis of soft limiters in the LMS algorithm for stationary white Gaussian inputs - A unified theory.
Neil J. BershadEweda EwedaJosé C. M. BermudezPublished in: Signal Process. (2018)
Keyphrases
- dynamic programming
- optimization algorithm
- times faster
- computational complexity
- preprocessing
- learning algorithm
- recognition algorithm
- monte carlo
- clustering method
- cost function
- detection algorithm
- linear programming
- probabilistic model
- non stationary
- expectation maximization
- worst case
- experimental evaluation
- np hard
- search space
- optimal solution
- similarity measure
- simulated annealing
- genetic algorithm
- particle swarm optimization
- computational cost
- em algorithm
- significant improvement
- decision trees
- gaussian mixture