On the stochastic modeling of the IAF-PNLMS algorithm for complex and real correlated Gaussian input data.
Eduardo Vinicius KuhnFrancisco das Chagas de SouzaRui SearaDennis R. MorganPublished in: Signal Process. (2014)
Keyphrases
- input data
- learning algorithm
- optimization algorithm
- experimental evaluation
- times faster
- preprocessing
- probabilistic model
- improved algorithm
- similarity measure
- path planning
- computational complexity
- k means
- matching algorithm
- high accuracy
- linear computational complexity
- computationally efficient
- theoretical analysis
- data sets
- dynamic programming
- significant improvement
- optimal solution
- neural network
- denoising
- mobile robot
- expectation maximization
- np hard
- cost function
- classification algorithm
- objective function
- real world
- computationally intensive
- gaussian noise