Stochastic analysis of the Least Mean Kurtosis algorithm for Gaussian inputs.
Neil J. BershadJosé C. M. BermudezPublished in: Digit. Signal Process. (2016)
Keyphrases
- dynamic programming
- detection algorithm
- computational cost
- improved algorithm
- recognition algorithm
- experimental evaluation
- np hard
- expectation maximization
- search space
- input data
- worst case
- particle swarm optimization
- k means
- optimization algorithm
- times faster
- learning algorithm
- monte carlo
- similarity measure
- cost function
- objective function
- computational complexity
- preprocessing
- significant improvement
- high accuracy
- computationally efficient
- theoretical analysis
- segmentation algorithm
- data analysis
- maximum likelihood
- support vector
- optimal solution
- bayesian networks
- gaussian mixture
- stochastic approximation
- higher order statistics
- fourier analysis
- linear computational complexity