A nonlinear analytical model for the quantized LMS algorithm-the power-of-two step size case.
Neil J. BershadJosé Carlos M. BermudezPublished in: IEEE Trans. Signal Process. (1996)
Keyphrases
- step size
- analytical model
- least mean square
- convergence rate
- cost function
- stochastic gradient descent
- computational complexity
- evolutionary programming
- optimization algorithm
- objective function
- optimal solution
- mathematical model
- variable step size
- faster convergence
- filtering algorithm
- similarity measure
- simulated annealing
- least squares
- hidden markov models
- multiscale