Gradient controlled improved proportionate affine projection sign algorithm Gradyan kontrollü geliştirilmiş orantili afin izdüşümlü işaret algoritmasi

Date

2018-07-05

Author

Salman, Murat Babek
Çiloğlu, Tolga

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Recently, proportionate adaptive filters are commonly used in the acoustic echo cancellation problems. In proportionate adaptive filters, for each coefficient a step-size which proportional to magnitude of that coefficient is applied. Hence, adaptive filter converges more rapidly to its steady state. Developed proportionate method were applied to algorithms which are robust against impulsive noise. Consequently, algorithms which converge quickly and robust against impulsive noise are obtained for acoustic channels. In this paper, we proposed Gradient Controlled Improved Proportionate Affine Projection Sign Algorithm, which is obtained by modifying Gradient Controlled Improved Proportionate Affine Projection Algorithm such that it will work for acoustic channel with impulsive noise. According to the simulation results, proposed algorithm has better performance than the algorithms in the literature in terms of convergence speed.

URI

https://hdl.handle.net/11511/93488

DOI

https://doi.org/10.1109/siu.2018.8404502

Conference Name

26th IEEE Signal Processing and Communications Applications Conference, SIU 2018

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Department of Electrical and Electronics Engineering, Conference / Seminar

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Citation Formats

M. B. Salman and T. Çiloğlu, “Gradient controlled improved proportionate affine projection sign algorithm Gradyan kontrollü geliştirilmiş orantili afin izdüşümlü işaret algoritmasi,” presented at the 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, İzmir, Türkiye, 2018, Accessed: 00, 2021. [Online]. Available: https://hdl.handle.net/11511/93488.