Stochastic analysis of the filtered-X LMS algorithm in systems with nonlinear secondary paths

IEEE Transactions on Signal Processing

Volumn 50, Issue 6, 2002, Pages 1327-1342

  Costa, Márcio H ^b   Bermudez, José Carlos M ^a,c   Bershad, Neil J ^a,d  

^a IEEE

^b CATHOLIC UNIVERSITY OF PELOTAS   (Brazil)

^c FEDERAL UNIVERSITY OF SANTA CATARINA   (Brazil)

^d UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Adaptive filters; Adaptive signal processing; Least mean square methods; Transient analysis

Indexed keywords

ACOUSTIC NOISE; COMPUTER SIMULATION; LEAST SQUARES APPROXIMATIONS; MATHEMATICAL MODELS; MATRIX ALGEBRA; MONTE CARLO METHODS; NONLINEAR DISTORTION; POWER AMPLIFIERS; STOCHASTIC CONTROL SYSTEMS; TRANSDUCERS; VECTORS; VIBRATION CONTROL;

ACTIVE NOISE CONTROL; ADAPTIVE SIGNAL PROCESSING; ADAPTIVE WEIGHT VECTOR; CROSS COVARIANCE MATRIX; LEAST MEAN SQUARE METHODS; MEAN SQUARE ERROR; NONLINEAR RECURSION; TRANSIENT ANALYSIS; TRANSIENT MEAN WEIGHT; ZERO MEMORY SATURATION NONLINEARITY;

ADAPTIVE FILTERING;

EID: 0036611747     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2002.1003058     Document Type: Article

References (18)

1. Adaptation of a memoryless preprocessor for nonlinear acoustic echo cancelling
2. Active noise control-From laboratory to industrial implementation
3. Dynamic measurements and interpretation of the nonlinear parameters of electrodynamic loudspeakers
4. Nonlinear large-signal behavior of electrodynamic loudspeakers at low frequencies
5. Effects of nonlinearities on system identification in active noise control systems
6. Statistical analysis of the LMS algorithm with a zero-memory nonlinearity after the adaptive filter
7. Stochastic analysis of the LMS algorithm with a saturation non-linearity following the adaptive filter output
8. Mean weight behavior of the Filtered-X LMS algorithm
9. Second moment analysis of the Filtered-X LMS algorithm
10. An improved model for the second moment behavior of the Filtered-X LMS algorithm
11. Steady-state analysis of a single-layer perceptron based on a system identification model with bias terms
12. Fixed point error analysis of the normalized ladder algorithms
13. Statistical analysis of the FXLMS algorithm with a nonlinearity in the secondary path
14. Stochastic analysis of gradient adaptive identification of nonlinear systems with memory for Gaussian data and noisy input and output measurements
15. Acoustic echo control: An application of very-high-order adaptive filters