OPTIMIZATION OF VARIANTS OF LMS ALGORITHM FOR ADAPTIVE NOISE CANCELLATION
Abstract
Full Text:
PDFReferences
Sorenson, Harold W. Least-squares estimation: from Gauss to Kalman. Spectrum, IEEE. 1970; 7(7): 63¬8p.
Julier, Simon J., Jeffrey K. et al. New extension of the Kalman filter to nonlinear systems. In AeroSense'97. International Society for Optics and Photonics. 1997: 182¬93p.
Mathews, John V., Xie Z. A stochastic gradient adaptive filter with gradient adaptive step size. Signal Processing, IEEE Transactions. 1993; 41(6): 2075-87p.
Mathews, John V., Xie Z. Fixed-point error analysis of stochastic gradient adaptive lattice filters. Acoustics, Speech and Signal Processing, IEEE Transactions. 1990; 38(1): 70¬80p.
Ritter, Helge J., Martinetz T. M. et al. Topology-conserving maps for learning visuo-motor-coordination. Neural networks. 1989; 2(3): 159¬68p.
Chen, Sau-Gee, Yung-An Kao, and Kwung-Yee Tsai. A new efficient LMS adaptive filtering algorithm. Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions. 1996; 43(5): 372¬8p.
Bershad, Neil J. Analysis of the normalized LMS algorithm with Gaussian inputs. Acoustics, Speech and Signal Processing, IEEE Transactions. 1986; 34(4): 793¬806p.
Douglas, Scott C. Adaptive filters employing partial updates. Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions. 1997; 44(3): 209¬16p.
Reed, Francis A., Paul L. Feintuch, and Neil J. Bershad. Time delay estimation using the LMS adaptive filter--static behavior. Acoustics, Speech and Signal Processing. IEEE Transactions. 1981; 29(3): 561-71p.
Nerrand, Olivier, Ragot P. R., Personnaz L. et al. Neural networks and nonlinear adaptive filtering: unifying concepts and new algorithms. Neural computation. 1993; 5(2): 165-99p.
Kwong, Raymond H., Johnston E. W. A variable step size LMS algorithm. Signal Processing, IEEE Transactions. 1992; 40(7): 1633¬42p.
Sayed, Ali H. Normalized LMS Algorithm. Adaptive Filters. 2009; 178¬82.
Hernandez, Edwin A., Matthew C. Chidester et al. Adaptive sampling for network management. J of Network and Systems Management. 2001; 9(4): 409¬34p.
Wang, Yong, Cai Z., Zhou Y. An adaptive tradeoff model for constrained evolutionary optimization. Evolutionary Computation, IEEE Transactions. 2008; 12(1): 80-92p.
Kumar K.A., Mehra D.K. Tracking of time-varying channels using two-step LMS-type adaptive algorithm. Signal Processing. IEEE Transactions 2006; 54(7): 2606¬15p.
Rao, Harsha I.K., Boroujeny B. F. Fast LMS/Newton algorithms for stereophonic acoustic echo cancelation. Signal Processing, IEEE Transactions. 2009; 57(8): 2919¬30p.
Godavarti, Mahesh, and Alfred O. Hero III. Stochastic partial update LMS algorithm for adaptive arrays. In Sensor Array and Multichannel Signal Processing Workshop. 2000. Proceedings of the 2000 IEEE, 2000; 322¬6p.
Abadi, Esfand M.S., Kadkhodazadeh S. A family of proportionate normalized subband adaptive filter algorithms. J Franklin Institute. 2011; 348(2): 212¬38p.
Eweda Transient performance degradation of the LMS, RLS, sign, signed regressor, and sign-sign algorithms with data correlation. Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions. 1999; 46(8): 1055¬62p.
DOI: https://doi.org/10.37628/ijacs.v2i1.176
Refbacks
- There are currently no refbacks.