Performance Study of Multipath Effect in 5G Millimeter-Wave Channel

Gwo Chin Chung (1), Pravin Kumar A/L Sivakumar (2), Jun Jiat Tiang (3), Wai Leong Pang (4), Chu Liang Lee (5)
(1) Faculty of Engineering, Multimedia University, Cyberjaya, 63100, Malaysia
(2) Faculty of Engineering, Multimedia University, Cyberjaya, 63100, Malaysia
(3) Faculty of Engineering, Multimedia University, Cyberjaya, 63100, Malaysia
(4) School of Engineering, Taylor’s University, Subang Jaya, 47500, Malaysia
(5) Faculty of Engineering, Multimedia University, Cyberjaya, 63100, Malaysia
Fulltext View | Download
How to cite (IJASEIT) :
Chung, Gwo Chin, et al. “Performance Study of Multipath Effect in 5G Millimeter-Wave Channel”. International Journal on Advanced Science, Engineering and Information Technology, vol. 13, no. 6, Dec. 2023, pp. 2128-35, doi:10.18517/ijaseit.13.6.19033.
5G has been essentially a buzzword for several years, but according to the experts, from 2022 onward, there will be an inflection point between network maturity and the availability of 5G. To make 5G a reality, we must minimize all propagation losses. One of the possible factors that reduces the performance of 5G transmission is the multipath effect. In this paper, we investigate the severity of the multipath effect in the 5G millimeter-wave (mmWave) channel and mitigate the multipath effect using adaptive equalization based on the least mean square (LMS) algorithm to improve the performance of 5G wireless signal transmission. A mmWave channel simulator, NYUSIM, provides complete data for all resolvable multipaths in a specific channel configuration. An analysis of bit-error-rate (BER) based on the minimum BER (MBER) and minimum mean square error (MMSE) optimization criterion is performed to measure the improved performance of a 5G data channel simulated under line-of-sight (LOS) and non-LOS (NLOS) paths. A good overall performance of BER based on the MBER and MMSE criteria is attained using the LMS equalization method in a micro-urban area at a maximum data rate of 50 Mbps. For both LOS and NLOS conditions, the increase in data rate to 55.56 Mbps and 62.5 Mbps causes a significant decrease in BER performance. In conclusion, the primary factor affecting the BER performance is the data rate, not the frequency or transmitter-to-receiver distance.

M. Attaran, and S. Attaran, “Digital transformation and economic contributions of 5G networks,” International Journal of Enterprise Information Systems, vol. 16, no. 4, pp. 58-79, 2020, doi: 10.4018/IJEIS.2020100104.

C. Dikki, A. R. Fauzi, A. Siska, and F. K. Andre, “Effect of modulation on throughput of 4G LTE network frequency 1800 MHz,” International Journal of Advanced Science Computing and Engineering, vol. 5, no. 1, pp. 44-53, 2023, doi: 10.30630/ijasce.5.1.121.

R. Dangi, P. Lalwani, G. Choudhary, I. You, and G. Pau, “Study and investigation on 5G technology: A systematic review,” Sensors, vol. 22, no. 1, p. 26, 2022, doi: 10.3390/s22010026.

S. Wijethilaka, and M. Liyanage, “Survey on network slicing for Internet of Things realization in 5G networks,” IEEE Communications Surveys & Tutorials, vol. 23, no. 2 pp. 957-994, 2021, doi: 10.1109/COMST.2021.3067807.

A. Dogra, R. K. Jha, and S. Jain, “A survey on beyond 5G network with the advent of 6G: Architecture and emerging technologies IEEE Access, vol. 9, 2020, doi: 10.1109/ACCESS.2020.3031234.

M. Pant, and L. Malviya, “Design, developments, and applications of 5G antennas: a review,” International Journal of Microwave and Wireless Technologies, pp. 1-27, 2022, doi: 10.1017/S1759078722000095.

Y. N. R. Li, B. Gao, X. Zhang, and K. Huang, “Beam management in millimeter-wave communications for 5G and beyond,” IEEE Access, vol. 8, pp. 13282-1329, 2020, doi: 10.1109/ACCESS.2019.2963514.

N. K. Mallat, M. Ishtiaq, A. Ur Rehman, and A. Iqbal, “Millimeter-wave in the face of 5G communication potential applications,” IETE Journal of Research, vol. 68, no. 4, pp. 2522-2530, 2022, doi: 10.1080/03772063.2020.1714489.

W. Hong, K. H. Baek, and S. Ko, “Millimeter-wave 5G antennas for smartphones: Overview and experimental demonstration,” IEEE Transactions on Antennas and Propagation, vol. 65, no. 12, pp. 6250-6261, 2017, doi: 10.1109/tap.2017.2740963.

T. Hong, S. Zheng, R. Liu, and W. Zhao, “Design of mmWave directional antenna for enhanced 5G broadcasting coverage,” Sensors, vol. 21, no. 3, 2021, p. 746, doi: 10.3390/s21030746.

F. Qamar, M. N. Hindia, T. Abd Rahman, R. Hassan, K. Dimyati, and Q. N. Nguyen, “Propagation characterization and analysis for 5G mmWave through field experiments,” Comput. Mater. Contin., vol. 68, no. 2, pp. 2249-2264, 2021, doi: 10.32604/cmc.2021.017198.

L. Azpilicueta, P. Lopez-Iturri, J. Zuñiga-Mejia, M. Celaya-Echarri, F. A. Rodrí­guez-Corbo, C. Vargas-Rosales, and F. Falcone, “Fifth-generation (5G) mmwave spatial channel characterization for urban environments’ system analysis,” Sensors, vol. 10, no. 18, p. 5360, 2020, doi: 10.3390/s20185360.

W. Hong, Z. H. Jiang, C. Yu, D. Hou, H. Wang, C. Guo, and J. Y. Zhou, “The role of millimeter-wave technologies in 5G/6G wireless communications,” IEEE Journal of Microwaves, vol. 1, no. 1, pp. 101-122, 2021, doi: 10.1109/JMW.2020.3035541.

K. Hassan, M. Masarra, M. Zwingelstein, and I. Dayoub, “Channel estimation techniques for millimeter-wave communication systems: Achievements and challenges,” IEEE Open Journal of the Communications Society, vol. 1, pp. 1336-1363, 2020, doi: 10.1109/OJCOMS.2020.3015394.

N. Ord, “Ookla’s Newest 5G speed tests show AT&T leading while Verizon stumbles,” HotHardware, 20 Jan. 2021. [Online]. Available: https://hothardware.com/news/mobile-network-stats-for-q4-2020-released-by-ookla.

A. M. Al-Samman, M. H. Azmi, Y. A. Al-Gumaei, T. Al-Hadhrami, T. Abd. Rahman, Y. Fazea, and A. Al-Mqdashi, “Millimeter wave propagation measurements and characteristics for 5G system,” Applied Sciences, vol. 10, no. 1, p. 335, 2020, doi: 10.3390/app10010335.

T. T. Oladimeji, P. Kumar, and N. O. Oyie, “Propagation path loss prediction modelling in enclosed environments for 5G networks: A review,” Heliyon, vol. 8, no. 11, 2022, doi: 10.1016/j.heliyon.2022.e11581.

S. Mohebi, F. Michelinakis, A. Elmokashfi, O. Grí¸ndalen, K. Mahmood, and A. Zanella, “Sectors, beams and environmental impact on the performance of commercial 5G mmWave cells: An empirical study,” IEEE Access, vol. 10, pp. 133309-133323, 2022, doi: 10.1109/ACCESS.2022.3229588.

A. A. Budalal, and M. R. Islam, “Path loss models for outdoor environment—with a focus on rain attenuation impact on short-range millimeter-wave links,” e-Prime-Advances in Electrical Engineering, Electronics and Energy, vol. 3, p. 100106, 2023, doi: 10.1016/j.prime.2023.100106.

M. M. Abdulwahid, O. A. S. Al-Ani, M. F. Mosleh, and R. A. Abd-Alhameed, “Investigation of millimeter-wave indoor propagation at different frequencies,” in Proc. 4th Scientific International Conference Najaf (SICN), April 2019, pp. 25-30, doi: 10.1109/sicn47020.2019.9019358.

H. Zhang, Y. Zhang, J. Cosmas, N. Jawad, W. Li, R. Muller, and T. Jiang, “mmWave indoor channel measurement campaign for 5G new radio indoor broadcasting,” IEEE Transactions on Broadcasting, vol. 68, no. 2, pp. 331-344, 2022, doi: 10.1109/tbc.2021.3131864.

A. Al-Saman, M. Cheffena, O. Elijah, Y. A. Al-Gumaei, S. K. Abdul Rahim, and T. Al-Hadhrami, “Survey of millimeter-wave propagation measurements and models in indoor environments,” Electronics, vol. 10, no. 14, p. 1653, 2021, doi: 10.3390/electronics10141653.

T. Nahar, and S. Rawat, “A review of design consideration, challenges and technologies used in 5G antennas,” Wireless Personal Communications, vol. 129, no. 3, pp. 1585-1621, 2023, doi: 10.1007/s11277-023-10193-x.

K. Kumar, R. Pandey, M. L. N. S. Karthik, S. S. Bhattacharje, and N. V. George, “Robust and sparsity-aware adaptive filters: A review,” Signal Processing, vol. 189, p. 108276, 2021, doi: 10.1016/j.sigpro.2021.108276.

U. Easwaran, and V. Krishnaveni, “Analysis of phase noise issues in millimeter wave systems for 5G communications,” Wireless Personal Communications, vol. 126, no. 2, pp. 1601-1619, 2022, doi: 10.1007/s11277-022-09810-y.

G. C. Chung, M. Y. Alias, and J. J. Tiang, “Bit-error-rate optimization for CDMA ultra-wideband system using Generalized Gaussian approach,” International Journal of Electrical and Computer Engineering, vol. 7, no. 5, p. 2661, 2017, doi: 10.11591/ijece.v7i5.pp2661-2673.

T. Zheng, L. Jing, C. Long, C. He, and H. Yin, “Frequency domain direct adaptive turbo equalization based on block normalized minimum-SER for underwater acoustic communications,” Applied Acoustics, vol. 205, p. 109266, 2023, doi: 10.1016/j.apacoust.2023.109266.

A. Bani-Bakr, M. N. Hindia, K. Dimyati, Z. B. Zawawi, and T. F. T. M. N. Izam, “Caching and multicasting for fog radio access networks,” IEEE Access, vol. 10, pp. 1823-1838, 2021, doi: 10.1109/access.2021.3137148.

G. R. MacCartney, and T. S. Rappaport, “Millimeter-wave base station diversity for 5G coordinated multipoint (CoMP) applications,” IEEE Transactions on Wireless Communications, vol. 18, no. 7, pp. 3395-3410, 2019, doi: 10.1109/twc.2019.2913414.

B. Sklar, and F. Harris, Digital communications: fundamentals and applications. Prentice Hall., 2020.

Authors who publish with this journal agree to the following terms:

    1. Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
    2. Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
    3. Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).