A nonlinear analytical model for quantization effects in the LMS algorithm with power-of-two step size.
José Carlos M. BermudezNeil J. BershadPublished in: ICASSP (1995)
Keyphrases
- step size
- least mean square
- analytical model
- cost function
- computational complexity
- convergence rate
- objective function
- optimization algorithm
- gradient method
- k means
- optimal solution
- faster convergence
- evolutionary programming
- similarity measure
- steepest descent method
- variable step size
- multi objective
- genetic programming
- evolutionary algorithm
- convergence speed
- artificial neural networks
- steady state error