Publication de 12 numéros par an
ISSN Imprimer: 0040-2508
ISSN En ligne: 1943-6009
Indexed in
CHEBYSHEV TYPE NONLINEAR ITERATIVE DEMODULATION ALGORITHM FOR MIMO SYSTEMS WITH LARGE NUMBER OF ANTENNAS
RÉSUMÉ
Massive MIMO technology allows to obtain high energy efficiency and high spectral efficiency of the radio communication systems. This technology is planned to increase the capacity of 5G systems. However, there are some problems on the way of Massive MIMO application which are related to demodulation algorithms with high efficiency and low computational complexity. In this paper Chebyshev type nonlinear iterative demodulation algorithm for Massive MIMO system is proposed. Proposed nonlinear algorithm can be used for different types of modulation, it has polynomial complexity and doesn't require to calculate the eigenvalues of channel matrix. For the comparison of this algorithm with MMSE algorithm BER performance characteristics were obtained for different number of iterations. BER performance characteristics were obtained also for Chebyshev linear iterative demodulator with eigenvalues estimates of channel matrix.
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Luo Fa-Long and Zhang Charlie, (2016) Signal Processing for 5G: Algorithms and Implementations, Chichester, West Sussex, United Kingdom: John Wiley & Sons Inc., 582 p.
-
Wei Xiang, Kan Zheng, and Xuemin (Sherman) Shen, (2017) 5G Mobile Communications, Switzerland: Springer International Publishing, 692 p.
-
Bakulin, M.G., Varukina, L.A., and Kreindelin V.B., (2014) MIMO Technology: Principles and Algorithms, Moscow, Russia: Hotline-Telecom, 244 p., (in Russian).
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Kreindelin, V.B. and Smirnov, A.E., (2014) Comparison of Demodulation Algorithms with an Increase in the Number of Antennas of Massive MIMO Technology, International Informatization Forum (IFI-2014). Proceedings of the conference "Telecommunication Computing Systems", Moscow, MTUCI, p. 141, (in Russian).
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Pankratov, D. and Stepanova, A., (2019) Linear and Nonlinear Chebyshev Iterative Demodulation Algorithms for MIMO Systems with Large Number of Antennas, 24th Conference of Open Innovations Association (FRUCT), Moscow, Russia, pp. 307-312.
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Kreyndelin, V., Smirnov,A., and Rejeb, T.B., (2019) A New Approach of Implementation of MMSE Demodulator for Massive MIMO Systems, 24th Conference of Open Innovations Association (FRUCT), Moscow, Russia, pp. 193-199.
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Heath, R.W. and Lozano, Angel, (2019) Foundations of MIMO Communication, Cambridge, United Kingdom: Cambridge University Press, 803 p.
-
Mojtaba Vaezi, Zhiguo Ding, and Vincent Poor, H., (2019) Multiple Access Techniques for 5GWireless Networks and Beyond, Cham, Switzerland: Springer International Publishing AG, 692 p.
-
Bakulin, M.G., Kreindelin, V.B., and Pankratov, D.Y., (2018) Technologies in Radio Systems on the Way to 5G, Moscow, Russia: Hotline-Telecom, 280 p.,(in Russian).
-
Pankratov, D.Y. and Stepanova, A.G., (2018) Computer simulation of MIMO technology for radio communication systems, T-Comm:Telecommunications and Transport, 12(12), pp. 33-37, (in Russian).
-
Shloma, A.M. (ed.), Bakulin, M.G., Kreindelin, V.B., and Shumov, A.P., (2008) New Algorithms for the Formation and Processing of Signals in Mobile Communication Systems, Moscow, Russia: Hotline-Telecom, (in Russian).
-
Kreindelin, V.B., (2009) New Signal Processing Methods in Wireless Communication Systems, St. Petersburg, Russia: Link, 272 p.,(in Russian).
-
Kalitkin, N.N., (1978) Numerical Methods, Moscow, Russia: Nauka, 512 p.,(in Russian).
-
Gentle, J.E., (2007) Matrix Algebra: Theory, Computations, and Applications in Statistics, United Kingdom: Springer Science + Business Media, LLC, 536 p.
-
Samarsky, A.A. and Gulin, A.V., (2003) Numerical Methods of Mathematical Physics, Moscow, Russia: Scientific World, 316 p., (in Russian).
-
Kreindelin, V.B., Pankratov, D.Y., and Stepanova, A.G., (2018) Analysis of Iterative Demodulation Algorithm for MIMO System with Different Number of Antennas, Wave Electronics and its Application in Information and Telecommunication Systems, WECONF-2018, pp.1-4.
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Pankratov, D.Y. and Stepanova, A.G., (2018) Linear iterative demodulation algorithm for MIMO systems with large number of antennas, I International Conference Technology & Entrepreneurship in Digital Society (TEDS-18), Moscow, Russia, pp. 61-64.
-
Samarsky, A.A., (1977) Theory of Difference Schemes, Moscow, Russia: Nauka, 656 p.,(in Russian).
-
Stepanova, A.G., (2019) Non-linear Chebyshev demodulator for MIMO systems, Materials of the XIIIInternational Industrial Scientific and Technical Conference "Information Society Technologies", Moscow, Russia: LLC Publishing House Media Publisher, pp. 224-226., (in Russian).
-
Kreindelin, V.B., (2006) Iterative demodulation of multi-position signals, Collection of Scientific Papers of Educational Institutions of Communication, No. 174, St. Petersburg, Russia, pp. 82-88, (in Russian).
-
Kreindelin, V.B. and Pankratov, D.Y., (2004) Nonlinear iterative algorithms for multi-user demodulation, Radiotehnika, 8, pp.42-46, (in Russian).
-
Aliev, F.K. and Yurov, I.A., (2003) Lecture Course on Mathematical Logic and Theory of Algorithms. Tutorial, Moscow, Russia: Moscow Engineering Physics Institute, 203 p., (in Russian).
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Bakulin M. G., Kreindelin V. B., Pankratov D. Y., Stepanova A. G., Applying a New Approximation to Demodulation in Massive MIMO Systems, 2021 Wave Electronics and its Application in Information and Telecommunication Systems (WECONF), 2021. Crossref
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Bakulin M. G., Kreindelin V. B., Pankratov D. Yu., Stepanova A. G., A New Approach to Problems of MIMO Detection and Multiuser Demodulation, Journal of Communications Technology and Electronics, 66, 12, 2021. Crossref
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Bakulin M. G., Kreyndelin V. B., Pankratov D. Yu., Stepanova A. G., Iterative Massive MIMO Demodulation Method with Non-Gaussian Approximation, Journal of Communications Technology and Electronics, 67, 6, 2022. Crossref
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Bakulin M. G., Kreindelin V. B., Pankratov D. Y., Stepanova A. G., Modified Newton’s Method in Massive MIMO Demodulation with non-Gaussian Approximation, 2022 Systems of Signals Generating and Processing in the Field of on Board Communications, 2022. Crossref