Convergence Behavior of NLMS Algorithm for Gaussian Inputs: Solutions Using Generalized Abelian Integral Functions and Step Size Selection.
S. C. ChanYi ZhouPublished in: J. Signal Process. Syst. (2010)
Keyphrases
- step size
- convergence rate
- variable step size
- cost function
- convergence speed
- faster convergence
- evolutionary programming
- line search
- least mean square
- computational complexity
- global convergence
- steepest descent method
- k means
- optimal solution
- optimization algorithm
- global optimum
- iterative algorithms
- search space
- gradient method
- adaptive filter
- simulated annealing
- stochastic gradient descent
- image processing
- similarity measure
- multiscale
- gray scale
- particle swarm optimization
- linear programming
- multiresolution