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Abstrakty
In this paper we propose a number of new, genuine parallel LMS-based adaptive algorithms in the context of their use in the acoustic echo cancellation. The most complex parts of the LMS-based algorithms were determined and parallelized. A number of genuine parallelization methods were proposed taking into consideration varied types of architectures of modern concurrent computing environment, such as GPUs, clusters of workstations and cloud computing.
Słowa kluczowe
Rocznik
Tom
Strony
191--200
Opis fizyczny
Bibliogr. 17 poz., rys.
Twórcy
autor
- Wrocław University of Technology Faculty of Electronics, Department of Acoustics and Multimedia Wyb. Wyspiańskiego 27, 50-370 Wrocław, Poland
autor
- General Tadeusz Kościuszko Military Academy of Land Forces Faculty of Management, Department of System Engineering ul. Czajkowskiego 109, 51-150 Wrocław, Poland
autor
- Wrocław University of Technology Institute of Computer Engineering, Control and Robotics Wyb. Wyspiańskiego 27, 50-370 Wrocław, Poland
Bibliografia
- [1] H. Yusukawa, S. Shimada, An acoustic echo canceller using subband sampling and decorrelation methods, IEEE Trans. Signal Processing, 41, 926-930 (1993).
- [2] J. Chen, H. Bes, J. Vandewalle, P. Janssens, A new structure for sub-band acoustic echo canceler, Proc. IEEE ICASSP, 2574-2577 (1988).
- [3] W. Kellermann, Some aspects of the frequency-subband approach to the cancellation of acoustical echoes, Proc. IEEE ICASSP, 2570-2573 (1988).
- [4] B. Hatty, Block Recursive Least Squares Adaptive Filters Using Multirate Systems for Cancellation of Acoustical Echoes, Proc. IEEE ASSP Workshop on Application of Signal Processing to Audio and Acoustics, 1989.
- [5] A. Gilliore, M. Vetterli, Adaptive filtering in subbands with criticalsampling: analysis, experiments, and application to acoustic echo cancellation, IEEE Trans. Signal Processing, 40, 1862-1875 (1992).
- [6] A. Herikstad, Gpu sound processing, December 2008. Specialization Project TDT4590, Complex Computer Systems, NTNU. 33, 36, 39, 47.
- [7] A. Dobrucki, W. Bożejko, M. Walczyński, Parallelizing of digital signal processing with using GPU, Signal processing, algorithms, architectures, arrangements, and (2012) applications, SPA 2010 : conference proceedings, Poznan, 23-25th September 2010. [Pozna´n : Chapter Circuits and Systems Chapter Signal Processing Poland Section, Institute of Electrical and Electronics Engineers, 2010], 29-33.
- [8] W. Bożejko, M. Walczyński, Noise reduction with using parallel algorithms, Noise Control ’10 [electronic document]: 15th International Conference on Noise Control, 6-9 June 2010, Wałbrzych. Warszawa : Centralny Instytut Ochrony Pracy – Pa´nstwowy Instytut Badawczy, 2010, 1-8.
- [9] M. Walczyński, Zastosowanie algorytmów równoległych w problemie odszumiania sygnałów d´zwi˛ekowych i wizyjnych na przykładzie algorytmu LMS w mechatronice, Mechatronika. Nauka dla gospodarki. Rzeszów 2011. ISBN 978-83-63151-01-0 (in polish).
- [10] A. Dobrucki, S. Brachmański, P. Pruchnicki, P. Staroniewicz, P. Plaskota, M. Walczy´nski, Subvocal speech recognition based on electromyography : Package WP7:Source codes of software for parameterization of recorded SVR signals and for management of files with signals. Technical documentation of SVR sensor. Package WP8: Test of the realized SVR sensor Results of subvocal speech recognition using sensor. Summary of results achived in project, Report SPR series, 2012.
- [11] A. Dobrucki, S. Brachmański, P. Pruchnicki, P. Staroniewicz, P. Plaskota, M. Walczyński, Subvocal speech recognition based on electromyography : Package WP4: Purchased equipment and its running EMG-SVR parametrization algorithms; Database of test signals; Experiments with EMG signals for vocal and subvocal speech, Report SPR series, 2011.
- [12] A. Dobrucki, W. Bo˙zejko, M. Walczyński, LMS algorithms parallelization in GPGPU environment, Elektronika (Warsaw), 52(5), 49-53 (2011).
- [13] M.M. Sondhi, An adaptive echo canceller, Bell Syst. Tech. J., 46(3), 497-511 (1967).
- [14] M.M. Sondhi and A.J. Presti, A self-adaptive echo canceller, Bell Syst. Tech. J., 45(12), 1851-1854 (1966).
- [15] W. Bożejko, On single-walk parallelization of the job shop problem solving algorithms, Computers & Operations Research 39, 2258-2264 (2012). 200 A. Dobrucki, M. Walczyński, W. Bożejko
- [16] T.H. Cormen, C. E. Leiserson, R. L. Rivest, C. Stein, Introduction to algorithms, MIT Press, 2009.
- [17] T. Gansler, J. Benesty, D. R. Morgan, M. M. Sondhi, S. L. Gay, Advances in Network and Acoustic Echo Cancellation, Springer-Verlag, Berlin, Germany, 2001.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-081a2d8e-4ec2-4990-ae78-242111f10b28