Papers about proportionate-type algorithms

Felix Albu




  1. F. Albu and H. K. Kwan, "Memory improved proportionate affine projection sign algorithm," IET Electronics Letters, volume 48, pp. 1279-1281, 2012 Matlab code for MIP-APSA




  1. F. Albu, R. Nakagawa, S. Nordholm, "Proportionate Algorithms for Two Microphones Active Feedback Cancellation", accepted EUSIPCO 2015
  2. F. Albu, "Fast Recursive AMIPAP algorithm", in Proc. of ECAI 2015, June 2015, Vol. 2, AF7-AF10.
  3. F. Albu, "The Proportionate APL-I algorithm", in Proc. of IEEE ICTRC 2015, May 2015,pp. 183-186.
  4. F. Albu, H. Coanda, “A Fast Filtering Proportionate Affine Projection Sign Algorithm”, in Proc. of IEEE SPA 2014 conference, Poznan, Poland, September 2014, pp. 25-30 (Best paper award).
  5. F. Albu, H. Coanda, D. Coltuc, & M. Rotaru, “Intermittently Updated Simplified Proportionate Affine Projection Algorithm”, in Proc. of ADAPTIVE 2014, pp. 42-47, Valencia, Spain, 2014.
  6. F. Albu, K. Nishikawa, “The Kernel Proportionate NLMS Algorithm”, in Proc. of EUSIPCO 2013 
  7. F. Albu, H.K.Kwan, “New proportionate affine projection sign algorithms”, in Proc. of IEEE ISCAS 2013, Beijing, China, pp. 521 - 524, 2013
  8. F. Albu, “Improved Variable Forgetting Factor Recursive Least Square Algorithm”, in Proc. of IEEE ICARCV 2012, Guangzhou, China, pp. 1789 - 1793, 2012
  9. F. Albu,  “New proportionate affine projection algorithm”, in INTER-NOISE and NOISE-CON Congress and Conference Proceedings, vol. 2012, no. 11, pp. 417-424. Institute of Noise Control Engineering, 2012, New York, U.S.A., 2012
  10. F. Albu,  “Simplified proportionate affine projection algorithms”, in Proc. of IEEE IWSSIP 2012, Vienna, Austria, pp. 382-385, 2012.   
  11. C. Paleologu, J. Benesty, F. Albu, “Regularization of the improved proportionate affine projection algorithms”, in Proc. of IEEE ICASSP 2012, Kyoto, Japan, pp. 169-172, 2012
  12. C. Stanciu, C. Anghel, C. Paleologu, J. Benesty,  F. Albu, S. Ciochina, “FPGA Implementation of an Efficient Proportionate Affine Projection Algorithm for Echo Cancellation”, in Proc. Eusipco 2011, Barcelona, Spain, pp. 1284-1288, 2011
  13. F. Albu, “A proportionate affine projection algorithm using fast recursive filtering and dichotomous coordinate descent iterations”, in Proc. of EURASIP SPAMEC 2011, Cluj Napoca, Romania, pp. 93-96, 2011 
  14. C. Stanciu, C. Anghel, C. Paleologu, J. Benesty,  F. Albu, S. Ciochina, “A Proportionate Affine Projection Algorithm Using Dichotomous Coordinate Descent Iterations”, in Proc. IEEE ISSCS 2011, Iasi, Romania, pp. 1-4, 2011.
  15. C. Paleologu, J. Benesty, F. Albu, and S. Ciochina, “An efficient variable step-size proportionate affine projection algorithm,” in Proc. IEEE ICASSP, 2011, Prague, Czech Republic, pp. 77-80, 2011.
  16. F. Albu, C. Paleologu, J. Benesty, and S. Ciochina, A low complexity proportionate affine projection algorithm for echo cancellation, in Proc. EUSIPCO, Aalborg, Denmark, August 2010, pp. 6-10, 2010Matlab code



  1. F. Albu, K. Nishikawa,“Nonlinear adaptive filtering with a family of kernel affine projection algorithms”, Advances in Computational Intelligence and RoboticsIGI-Global, pp. 66-89, 2015


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