Multi-Path Data Transmission System Based on 5G Communication Technology
DOI:
https://doi.org/10.13052/jicts2245-800X.1214Keywords:
5G, communication technology, multi-path, data transmissionAbstract
Due to the current problems of 5G(5th Generation Mobile Communication Technology) networks such as discontinuous coverage, poor coverage performance, and insufficient uplink rate, the real-time transmission performance of 5G networks has been greatly affected, and cannot meet the growing needs of high-speed communication and applications based on the Internet of Things. This paper aims to improve the transmission effect of 5G communication technology by improving the algorithm. By analyzing the problems of existing 5G bandwidth estimation algorithm, this paper proposes a Westwood-based coupling adaptive bandwidth estimation algorithm, and describes the algorithm ideas involved in the algorithm point-by-point. Moreover, this paper uses adaptive bandwidth estimation algorithm to update the slow start threshold in the fast retransmission phase, which makes the congestion window size of path transmission more reasonable. Simulation results show that the congestion control algorithm proposed in this paper improves the accuracy of link bandwidth estimation to a certain extent, improves the link congestion situation and improves the throughput of multipath transmission links. This article can be applied to the algorithm in multipath data transmission to further improve data processing efficiency and processing speed.Therefore, the improved method in this paper can be used in the practice of 5G communication to further improve the efficiency of 5G communication.
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References
C. Lee, J. Jung, and J. M. Chung, ‘DEFT: Multipath TCP for high speed low latency communications in 5G networks’, IEEE Transactions on Mobile Computing, pp. 3311–3323, 2020.
H. Wu, S. Ferlin, G. Caso, Ö. Alay, and A. Brunstrom, ‘A survey on multipath transport protocols towards 5G access traffic steering, switching and splitting’, IEEE Access, pp. 164417–164439, 2021.
L. Zhong, X. Ji, Z. Wang, J. Qin, and G. M. Muntean, ‘A Q-learning driven energy-aware multipath transmission solution for 5G media services’, IEEE Transactions on Broadcasting, 68(2), 559–571, 2022.
G. Arya, A. Bagwari, and D. S. Chauhan, ‘Performance analysis of deep learning-based routing protocol for an efficient data transmission in 5G WSN communication’, IEEE Access, 10(1), 9340–9356, 2022.
Q. N. Tran, N. S. Vo, M. P. Bui, T. M. Phan, Q. A. Nguyen, and T. Q. Duong, ‘Spectrum sharing and power allocation optimised multihop multipath D2D video delivery in beyond 5G networks’, IEEE Transactions on Cognitive Communications and Networking, 8(2), 919–930, 2021.
J. Lee, and V. Friderikos, ‘Interference-aware path planning optimization for multiple UAVs in beyond 5G networks’, Journal of Communications and Networks, 24(2), 125–138, 2022.
M. Baniata, H. T. Reda, N. Chilamkurti, and A. Abuadbba, ‘Energy-efficient hybrid routing protocol for IoT communication systems in 5G and beyond’, Sensors, 21(2), 537–550, 2021.
T. Ha, A. Masood, W. Na, and S. Cho, ‘Intelligent multi-path TCP congestion control for video streaming in internet of deep space things communication’, ICT Express, 9(5), 860–868, 2023.
Le, H. A., Van Chien, T., Nguyen, T. H., Choo, H., and Nguyen, V. D, ‘Machine learning-based 5G-and-beyond channel estimation for MIMO-OFDM communication systems’, Sensors, 21(14), 4861–4872, 2021.
S. R. Chopra, A. Gupta, S. Tanwar, C. O. Safirescu, T. C. Mihaltan, and R. Sharma, ‘Multi-user massive MIMO system with adaptive antenna grouping for beyond 5G communication network’, Mathematics, 10(19), 3621–3633, 2022.
X. Lin, ‘An overview of 5G advanced evolution in 3GPP release 18’, IEEE Communications Standards Magazine, 6(3), 77–83, 2022.
C. Li, S. Wang, J. Yu, W. Chen, and K. Yang, ‘Distance-dependent V2I wireless channel characteristics and performance in 5G small cell based on measurements’, IET Communications, 14(20), 3661–3668, 2020.
D. Mishra, A. Trotta, E. Traversi, M. Di Felice, and E. Natalizio, ‘Cooperative Cellular UAV-to-Everything (C-U2X) communication based on 5G sidelink for UAV swarms’, Computer Communications, 192(1), 173–184, 2022.
P. Jeyakumar, E. Malar, N. Idnani, and P. Muthuchidambaranathan, ‘Large antenna array with hybrid beamforming system for 5G outdoor mobile broadband communication deployments’, Wireless Personal Communications, 120(3), 2001–2027, 2021.
R. Kaliski, ‘D2D NOMA groupcast in 5G heterogeneous networks’, SN Computer Science, 2(5), 381–393, 2021.
V. Tilwari, K. Dimyati, M. N. Hindia, T. F. B. T. Mohmed Noor Izam, and I. S. Amiri, ‘EMBLR: A high-performance optimal routing approach for D2D communications in large-scale IoT 5G network’, Symmetry, 12(3), 438, 2020.
S. Han, ‘Congestion-aware WiFi offload algorithm for 5G heterogeneous wireless networks’, Computer Communications, 164(1), 69–76, 2020.
M. B. Goktas, and Z. Ding, ‘A wireless power transfer assisted NOMA transmission scheme for 5G and beyond Mmtc’, IEEE Wireless Communications Letters, 11(6), 1239–1242, 2022.
A. M. Mamadou, J. Toussaint, and G. Chalhoub, ‘Survey on wireless networks coexistence: resource sharing in the 5G era’, Mobile Networks and Applications, 25(5), 1749–1764, 2020.
V. Tilwari, M. N. Hindia, K. Dimyati, D. N. K. Jayakody, S. Solanki, R. S. Sinha, and E. Hanafi, ‘MBMQA: A multicriteria-aware routing approach for the IoT 5G network based on D2D communication’, Electronics, 10(23), 2937–2949, 2021.
K. K. Vaigandla, and D. N. Venu, ‘A survey on future generation wireless communications-5G: multiple access techniques, physical layer security, beamforming approach’, Journal of Information and Computational Science, 11(9), 449–474, 2021.
N. Shaik, and P. K. Malik, ‘A comprehensive survey 5G wireless communication systems: open issues, research challenges, channel estimation, multi carrier modulation and 5G applications’, Multimedia Tools and Applications, 80(19), 28789–28827, 2021.
M. Belgiovine, K. Sankhe, C. Bocanegra, D. Roy, and K. R. Chowdhury, ‘Deep learning at the edge for channel estimation in beyond-5G massive MIMO’, IEEE Wireless Communications, 28(2), 19–25, 2021.
