[This page is no longer being updated.  Go to my homepage for my current contact information or to my list of publications to download papers.  -- SCD]


Journal Publications -- Scott C. Douglas

  1. S.C. Douglas and T.H.-Y. Meng, ``The Optimum Scalar Data Nonlinearity in LMS Adaptation for Arbitrary I.I.D. Inputs,'' IEEE Trans. Signal Processing, vol. 40, no. 6, pp. 1566-1570, June 1992.
  2. S.C. Douglas, ``A Family of Normalized LMS Algorithms,'' IEEE Signal Processing Letters, vol. 1, no. 3, pp. 49-51, March 1994.(Postscript, 177K, 7 pages)
  3. S.C. Douglas and T.H.-Y. Meng, ``Normalized Data Nonlinearities for LMS Adaptation,'' IEEE Trans. Signal Processing, vol. 42, no. 6, pp. 1352-1365, June 1994.
  4. S.C. Douglas and T.H.-Y. Meng, ``Stochastic Gradient Adaptation Under General Error Criteria,'' IEEE Trans. Signal Processing, vol. 42, no. 6, pp. 1335-1351, June 1994.
  5. S.C. Douglas, ``Analysis of the Multiple-Error and Block Least-Mean-Square Adaptive Algorithms,'' IEEE Trans. Circuits and Systems II: Analog and Digital Signal Processing, vol. 42, no. 2, pp. 92-101, February 1995.
  6. S.C. Douglas and W. Pan, ``Exact Expectation Analysis of the LMS Adaptive Filter,'' IEEE Trans. Signal Processing, vol. 43, no. 12, pp. 2863-2871, December 1995.(Postscript, 287K, 28 pages)
  7. S.C. Douglas, ``Analysis of an Anti-Hebbian Adaptive FIR Filtering Algorithm,'' IEEE Trans. Circuits and Systems II: Analog and Digital Signal Processing, vol. 43, no. 11, pp. 777-780, November 1996.(Postscript, 412K, 16 pages)
  8. S.C. Douglas, ``Running Max/Min Calculation Using a Pruned Ordered List,'' IEEE Trans. Signal Processing, vol. 44, no. 11, pp. 2872-2877, November 1996. (Postscript, 258K, 18 pages)
  9. S.C. Douglas, A. Cichocki, and S. Amari, ``Fast-Convergence Filtered-Regressor Algorithms for Blind Equalisation,'' Electronics Letters, vol. 32, no. 23, pp. 2114-2115, 7th November 1996. (Postscript, 173K, 6 pages)
  10. S.C. Douglas, ``Adaptive Filters Employing Partial Updates,'' IEEE Trans. Circuits and Systems II: Analog and Digital Signal Processing, vol. 44, no. 3, pp. 209-216, March 1997.(Postscript, 452K, 20 pages)
  11. S.C. Douglas, ``Performance Comparison of Two Implementations of the Leaky LMS Adaptive Filter,'' IEEE Trans. Signal Processing, vol. 45, no. 8, pp. 2125-2130, August 1997. (Postscript, 242K, 12 pages)
  12. S.C. Douglas, ``An Efficient Implementation of the Modified Filtered-X LMS Algor ithm,'' IEEE Signal Processing Letters, vol. 4, no. 10, pp. 286-288, October 1997. (Postscript, 102K, 6 pages)
  13. S.C. Douglas and A. Cichocki, ``Neural Networks for Blind Decorrelation of Signals,'' IEEE Trans. Signal Processing, vol. 45, no. 11, pp. 2829-2842, November 1997. (Postscript, 557K, 30 pages)
  14. S.C. Douglas and A. Cichocki, ``On-Line Step Size Selection for Training Adaptive Systems,'' IEEE Signal Processing Mag., vol. 14, no. 6, pp. 45-46, November 1997.
  15. M. Bodson and S.C. Douglas, ``Adaptive Algorithms for the Rejection of Sinusoidal Disturbances with Unknown Frequency,'' Automatica, vol. 33, no. 12, pp. 2213-2221, December 1997.(Postscript, 339K, 17 pages)
  16. S.C. Douglas, Q. Zhu, and K.F. Smith, ``A Pipelined LMS Adaptive FIR Filter Architecture Without Adaptation Delay,'' IEEE Trans. Signal Processing, vol. 46, no. 3, pp. 775-779, March 1998.
  17. S.C. Douglas, A. Cichocki, and S. Amari, ``A Bias Removal Technique for Blind Source Separation with Noisy Measurements,'' Electronics Letters, vol. 34, no. 14, pp. 1379-1380, July 1998.(Postscript, 141K, 6 pages)
  18. A. Cichocki, S.C. Douglas, and S. Amari, ``Robust Techniques for Independent Component Analysis (ICA) with Noisy Data,'' Neurocomputing, vol. 23, no. 1-3, pp. 113-129, November 1998.
  19. S.C. Douglas, S.-Y. Kung, and S. Amari, ``A Self-Stabilized Minor Subspace Rule,'' IEEE Signal Processing Letters, vol. 5, no. 12, pp. 328-330, December 1998.(Postscript, 161K, 6 pages)
  20. S.C. Douglas, A. Cichocki, and S. Amari, ``Self-Whitening Algorithms for Adaptive Equalization and Deconvolution,''  IEEE Trans. Signal Processing, vol. 47, no. 4, pp. 1161-1165, April 1999.(Postscript, 242K, 17 pages)
  21. S.C. Douglas, ``Equivariant Adaptive Selective Transmission,'' IEEE Trans. Signal Processing, vol. 47, no. 5, May 1999 (to appear).(Postscript, 292K, 24 pages)
  22. S.C. Douglas, ``Fast Implementations of the Filtered-X LMS and LMS Algorithms for Multichannel Active Noise Control,'' accepted for publication in IEEE Trans. Speech and Audio Processing; to appear.(Postscript, 298K, 27 pages)
  23. S. Amari, S.C. Douglas, and A. Cichocki, ``Multichannel Blind Deconvolution and Source Separation Using the Natural Gradient,'' submitted to IEEE Trans. Signal Processing, September 1997.
  24. S.C. Douglas and M. Rupp, ``Bias Removal and Unit-Norm Constraints in Stochastic Gradient Adaptive IIR Filters,'' submitted to IEEE Trans. Signal Processing, September 1997.
  25. S.C. Douglas, S. Amari, and S.-Y. Kung, ``On Gradient Adaptation With Unit-Norm Constraints,'' submitted to IEEE Trans. Signal Processing, August 1998.
  26. D.S. Nelson, S.C. Douglas, and M. Bodson, ``Fast Exact Adaptive Algorithms for Feedforward Active Noise Control,'' submitted to International Journal of Adaptive Control and Signal Processing, January 1999.
  27. S.C. Douglas, ``Self-Stabilized Gradient Algorithms for Blind Source Separation With Orthgonality Constraints,'' submitted to IEEE Trans. Neural Networks, March 1999.
  28. S.C. Douglas and S.-Y. Kung, ``Gradient Adaptive Algorithms for Contrast-Based Blind Deconvolution,'' submitted to International Journal of VLSI Signal Processing Systems, April 1999.