A normalized gradient descent algorithm for nonlinear adaptive filters using a gradient adaptive step size

IEEE Signal Processing Letters

Volumn 8, Issue 11, 2001, Pages 295-297

  Mandic, D P ^a   Hanna, A I ^a   Razaz, M ^a  

^a UNIVERSITY OF EAST ANGLIA   (United Kingdom)

Author keywords

Adaptive step size; Gradient descent algorithms; Neural networks; Nonlinear adaptive prediction

Indexed keywords

ADAPTIVE FILTERING; ALGORITHMS; COMPUTER SIMULATION; GRADIENT METHODS; LINEARIZATION; MATHEMATICAL MODELS; MONTE CARLO METHODS;

NONLINEAR GRADIENT DESCENT ALGORITHMS;

NONLINEAR FILTERING;

EID: 0035517867     PISSN: 10709908     EISSN: None     Source Type: Journal    
DOI: 10.1109/97.969448     Document Type: Article

References (7)

1. Stochastic gradient adaptive filter with gradient adaptive step size
2. A general class of nonlinear normalized adaptive filtering algorithms
3. NNGD algorithm for neural adaptive filters
4. Identification and control of dynamical systems using neural networks