Performance Analysis of a 5G Compatible Windowing and Overlapping Scheme Implemented Hybrid Precoded mmWave Massive MIMO NC- OFDM System
American Journal of Electrical and Computer Engineering
Volume 2, Issue 2, December 2018, Pages: 5-15
Received: Oct. 16, 2018;
Accepted: Oct. 31, 2018;
Published: Nov. 21, 2018
Views 402 Downloads 97
Jinia Rahman, Department of Applied Physics and Electronic Engineering, University of Rajshahi, Rajshahi, Bangladesh
Aniqa Tahsin, Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh
Shaikh Enayet Ullah, Department of Applied Physics and Electronic Engineering, University of Rajshahi, Rajshahi, Bangladesh
Non-continuous orthogonal frequency division multiplexing (NC-OFDM) can be considered as a promising technique for obtaining significant sidelobe suppression in baseband OFDM signaling. In this paper, we have conducted an investigative study on the performance analysis of a 5G compatible Windowing and overlapping (WO) scheme implemented mmWave massive MIMO NC-OFDM wireless communication system. In such 32×256 massive MIMO antenna configured Hybrid Precoded and 3D beamforming scheme implemented simulated system, various signal detection (Group detection (GD) approach aided and Cholesky decomposition (CD) based efficient Zero-Forcing (ZF)), modern channel coding (LDPC, and (3, 2) SPC)) and windowing and overlapping for Out-of-band(OOB) power spectral reduction techniques have been implemented with higher order digital modulations (64-QAM, 128- QAM and 256-QAM). On consideration of color image transmission in constructed 3D geometrical mmWave Massive MIMO fading channel, it is observable from MATLAB based simulation study that the (3, 2) SPC) channel encoded simulated system is quite robust and effective in retrieving color image under utilization of Cholesky decomposition (CD) based efficient Zero-Forcing (ZF) signal detection techniques. The impact of tapering of Tukey (tapered cosine) window and various order of digital modulations on system performance in terms of Bit error rate(BER) have also been assessed critically. Additionally, it is noticeable that implementation of 2D image noise filtering technique enhances the quality of retrieved color image.
Shaikh Enayet Ullah,
Performance Analysis of a 5G Compatible Windowing and Overlapping Scheme Implemented Hybrid Precoded mmWave Massive MIMO NC- OFDM System, American Journal of Electrical and Computer Engineering.
Vol. 2, No. 2,
2018, pp. 5-15.
Adrian Kliks, Hanna Bogucka, and Paweł Kryszkiewicz. Multicarrier Technologies for Future Radio Communication 5G and Beyond. John Wiley and Sons, Inc, USA, 2017.
Shaik Yasmin Fathima, Muhammad Zia Ur Rahman, K. Murali Krishna, Shakira Bhanu, and Mirza Shafi Shahsavar,“Side Lobe Suppression in NC-OFDM Systems Using Variable Cancellation Basis Function”, IEEE Access, vol.5, pp. 9415 - 9421 , 2017.
Atif Elahi, Mehreen Atif, Ijaz Mansoor Qureshi, and Noor Gul,“Interference Reduction in Cognitive Radio Networks Using Genetic and Firefly Algorithms”, In Proceeding of International Conference on Communication, Computing and Digital Systems (C-CODE), pp. 96 – 100, 2017.
Shahid Mumtaz, Jonathan Rodriguez, and Linglong Dai. mmWave Massive MIMO A Paradigm for 5G. In mmWave Massive MIMO A Paradigm for 5G. Elsevier Inc Academic Press, an imprint of Elsevier Inc, 2017.
De-Zhuang Qin ; Jin-An Ren ; Yi-Hu Xu,”An Efficient Pruning Algorithm for IFFT/FFT Based on NC-OFDM in 5G”, In proceeding of Second International Conference on Inventive Communication and Computational Technologies (ICICCT), pp.432 – 435, 2018.
Lilin Dan; Chiheng Zhang ; Jie Yuan ; Peibo Wen ; Bin Fu, “Improved N-continuous OFDM using adaptive power allocation”, In proceeding of IEEE 8th Annual Computing and Communication Workshop and Conference (CCWC), pp. 937 – 940, 2018.
Changyoung An, Jungu Lee, and Heung-Gyoon Ryu,“An spectrum Efficient WO-OFDM using Windowing and Overlapping on the Cyclic Prefix and Postfix”, In proceedings of the IEEE International Conference on Recent Advances in Signal Processing, Telecommunication and Computing (SigTelCom), pp.198 – 202, 2018.
Tangina Sultana, M. S. Ara Showkat, Mohammad Shah Alam, Md. Delowar Hossain, and Ashis Kumar Mandal “Reducing Peak to Average Power Ratio of OFDM Signals using Tukey Window Technique”. International Journal of Scientific Engineering and Technology, vol. 2, issue 9, pp.879–883, 2013.
Shu Sun, Theodore S. Rappaport, Sundeep Rangan, Timothy A. Thomas, Amitava Ghosh, Istvan Z. Kovocs, Ignacio Rodriguez, Ozge Koymen, Andrzej Partyka, and Jan Jarvelainen,“Propagation Path Loss Models for 5G Urban Microand Macro-Cellular Scenarios”, In Proceeding of IEEE 83rd Vehicular Technology Conference (VTC Spring), pp. 1-6, 2016.
Xianghao Yu, Juei-Chin Shen, Jun Zhang, and Khaled B. Letaief “Alternating Minimization Algorithms for Hybrid Precoding in Millimeter Wave MIMO Systems”, IEEE Journal of Selected Topics in Signal Processing, vol.10, issue 3, pp. 485–500, 2016.
Stefano Buzzi and Carmen D’ Andrea, “On clustered statistical MIMO millimeter wave channel simulation”, ARXIV, available at https://arxiv.org/abs/1604. 00648, May 2016.
Omar El Ayach, Sridhar Rajagopal, Shadi Abu-Surra, Zhouyue Pi, and Robert W. Heath Jr.,“Spatially Sparse Precoding in Millimeter Wave MIMO Systems”, IEEE Transactions on Wireless Communications, vol.13, issue 3, pp. 1499 - 1513, 2014.
Richard Barrett, Michael Berry, Tony F. Chan, James Demmel, June M. Donato, Jack Dongarra, Victor Eijkhout, Roldan Pozo, Charles Romine, and Henk Van der Vorst. Templates for the Solution of Linear Systems: Building Blocks for Iterative Methods. In Templates for the Solution of Linear Systems: Building Blocks for Iterative Methods, Philadelphia, SIAM publisher, USA, 1994.
Weiheng Ni, Xiaodai Dong, and Wu-Sheng Lu, “Near Optimal Hybrid Processing for Massive MIMO Systems via Matrix Decomposition”, In Proceeding of IEEE Transactions on Signal Processing, vol.65, issue 15, pp. 3922 – 3933, 2017.
Thanh-Binh Nguyen, Tien-Dong Nguyen, Minh-Tuan Le, and Vu-Duc Ngo,“Efficiency Zero-Forcing Detectors based on Group Detection for Massive MIMO systems”, In proceeding of International Conference on Advanced Technologies for Communications (ATC), pp.48 – 53, 2017.
Rakesh Gangarajaiah, Hemanth Prabhu, Ove Edfors, and Liang Liu,“A Cholesky Decomposition based Massive MIMO Uplink Detector with Adaptive Interpolation”, In proceeding of IEEE International Symposium on Circuits and Systems (ISCAS), pp.1-4, 2017.
Yuan Jiang, A Practical Guide to Error-Control Coding Using MATLAB, Artech House Norwood, MA, USA, 2010.
Giorgio M. Vitetta, Desmond P. Taylor, Giulio Colavolpe, Fabrizio Pancaldi, and Philippa A. Martin, Wireless Communications Algorithmic Techniques, John Wiley and Sons Ltd. United Kingdom, 2013.
Oge Marques, Practical Image and Video Processing Using MATLAB, John Wiley and Sons, New Jersey, USA, 2011.
Theodore S. Rappaport, Wireless Communications Principles and Practice, Prentice Hall, New Jersey, USA, 1996.