BER improvement in 5G MU MIMO-OFDM systems using channel coding techniques
Mohammad A. Abdallah, Mohammad Nassr, Mohammad Anbar, Hamid Ali Abed Alasadi
Download Paper
Base Information
Volume
V56 - N1 / 2023 Ordinario
Reference
51121
DOI
http://dx.doi.org/10.7149/OPA.56.1.51121
Language
English
Keywords
Low-Density Parity Check (LDPC), Bit Error Rate (BER), polar, MU MIMO-OFDM , 5G.
Abstract
Higher data rates and better quality of service in wireless networks in general are necessities. Therefore; new and advanced techniques have been introduced for improving wireless link reliability and spectral efficiency. In 5G wireless networks, it is critical challenge to offer high bit rate and extensive networking services with low Bit Error Rate (BER). Orthogonal Frequency Division Multiplexing (OFDM) is used as the technique which can achieve high quality communications in communication networks. Different multi-antenna technologies, particularly Multi-User (MU) MIMO-OFDM, have been introduced for enhancing channel reliability. In addition, many channel coding schemes have been applied for enhancing the performance in terms of BER. Among these schemes, Low-Density Parity Check (LDPC) and polar coding methods are the standard specifications for high bit rate data transmission in 5G networks. Effects of applying LDPC and polar coding schemes in MU MIMO-OFDM systems have been studied in this work. The obtained results reveal the efficiency of applying these coding schemes in 5G MU-MIMO-OFDM communication systems.
References
G. J. Foschini, "Layered Space-Time Architecture for Wireless Communication in a Fading Environment when using Multi-element Antennas," Bell Labs Tech J 1, 41-59 (1996).
G. J. Foschini and W. J. Gans, "On Limits of Wireless Communication in a Fading Environment when using Multiple Antennas," Wireless Personal Commun 6, 314-335 (1998).
J. Hoydis, S. T. Brink, and M. Debbah, "Massive MIMO in the UL/DL of Cellular Networks: How Many Antennas Do We Need?," IEEE Journal on Selected Areas in Commun 31, 160-171 (2013).
F. Rusek, D. Persson, B. K. Lau, E. G. Larsson, T. L. Marzetta, O. Edfors, and F. Tufvesson, "Scaling Up MIMO: Opportunities and Challenges with Very Large Arrays," IEEE Signal Processing Magazine 30, 44-60 (2013).
M. Anbar, M. Nassr, M. Abdallah, E. Vostorgina, M. Kolistratov and H. A. A. Alasadi, "Sidelobe Canceller Performance Evaluation using Sample Matrix Inversion algorithm," 4th International Youth Conference on Radio Electronics, Electrical and Power Engineering (REEPE), 1-6 (2022)
M. Anbar, M. Nassr, L. Hasan, E. Vostorgina and M. Kolistratov, "High Gain, Wide Band 1 8 Microstrip Patch Antenna Array at 28GHz for 5G Communication," 4th International Youth Conference on Radio Electronics, Electrical and Power Engineering (REEPE), 1-5 (2022)
S. Al Muaini, A. Al-Dweik, and M. Al-Qutayri, "BER performance of LDPC-coded nonlinear OFDM systems," 1st International Conference on Communications Signal Processing and their Applications (ICCSPA), 1– 5 (2013).
T. Ta, A Tutorial on Low Density Parity-Check Codes, The University of Texas at Austin (2009).
N. Gopika Rani, G. Sudha Sadasivam, and R. M. Suresh. "Comparative Analysis of Turbo and LDPC Codes for Reduced Storage and Retrieval of Data," WSEAS TRANSACTIONS on COMPUTERS 14, 142– 151 (2015).
S.V. Maiya, D. J. Costello, and T.E. Fuja, "Low Latency Coding: Convolutional Codes vs. LDPC Codes," IEEE TRANSACTIONS ON COMMUNICATIONS 60, 1215-1225 (2012).
D.J. Costello, A.E. Pusane, S. Bates, and K.Sh. Zigangirov, "A Comparison Between LDPC Block and Convolutional Codes ," IEEE TRANSACTIONS ON COMMUNICATIONS 60, 225-229 (2012).
B. Tahir, S. Schwarz and M. Rupp, "BER comparison between Convolutional, Turbo, LDPC, and Polar codes," 24th International Conference on Telecommunications (ICT), 1-7 (2017).
P. Dahiya, I. Ggsipu, K. Gate, and N. Delhi, "Turbo coded MIMO-OFDM systems," International journal of Engineering and innovative technology 3, 12–316 (2013).
S.K.Ibrahim, S.A. Abdulhussien,"Performance evaluation of precoding system for massive multiple-input multiple-output," Bulletin of Electrical Engineering and Informatics 11, 2054-2061 (2022).
K. Nakahara, K. Terui and Y. Sanada, "MU-MIMO-OFDM with Analog Beamforming and Spreading Codes for User Separation", International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), 96-101 (2018)
M. Ergen , Mobile Broadband Including WiMAX and LTE. United States of America, Springer Science+Business Media, LLC (2009).
M. Swamy , K. Du, Wireless Communication Systems From RF Subsystems to 4G Enabling Technologies. Cambridge, Cambridge University Press (2010).
J. Xuehua,C. Peijiang, Research and Simulation of MIMO-OFDM Wireless Communication System. IEEE (2009).
L. Hanzo, T. Liew, B. Yeap, and R. Tee, "Convolutional Channel Coding", Wiley-IEEE Press, Edition 1, 13-23 (2011).
R. Tanner, "A recursive approach to low complexity codes," IEEE Transactions on Information Theory 27, 533–547(1981).
H. Kfir and I. Kanter, "Parallel versus sequential updating for belief propagation decoding," Physica A Statistical Mechanics and its Appli cations 330, 259–270(2003 )
M. M. Mansour and N. R. Shanbhag, "Turbo decoder architectures for low-density parity-check codes," in Global Telecommunications Conference IEEE, 1383–1388 (2002)
E. Arikan, "Channel polarization: A method for constructing capacity-achieving codes for symmetric binary-input memoryless channels," IEEE Transactions on Information Theory 55, 3051–3073 ( 2009).
A. Balatsoukas-Stimming, M. B. Parizi, and A. Burg, "LLR-based successive cancellation list decoding of polar codes," IEEE Transactions on Signal Processing 63, 5165–5179 (2015).
“Evolved Universal Terrestrial Radio Access (E-UTRA); Multiplexing and channel coding,” 3rd Generation Partnership Project (3GPP), TS 36.212 (2016).
W. E. Ryan and S. Lin, Channel Codes: Classical and Modern. Cambridge, Cambridge University Press (2009).
J. C. Ikuno, S. Schwarz, and M. Simko, "LTE Rate Matching Performance with Code Block Balancing," in 17th European Wireless - Sustainable Wireless Technologies, 1–3 (2011).