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An mmWave Hybrid Beamforming for Steady High-Speed Railway Communications

Published: 14 August 2023 Publication History

Abstract

In order to meet the demand for higher transmission rates of the future high-speed railway (HSR) wireless communication systems, millimeter wave (mmWave) communication and large-scale antenna arrays (LSAs) become promising technologies. By utilizing hybrid analog and digital beamforming architecture, the base station (BS) equipped with a LSA can form multiple narrow beams to transmit data streams to multiple mobile relays (MRs) equipped with antenna arrays. Usually, when the train is close to BS, the angular resolution between MRs is high. However, due to the straight shape of the track, the channels between different MRs are becoming highly correlated and multi-user interference can be detrimental to the multi-MRs performance when the train is far from the BS. Therefore, in this paper, we decouple the analog and digital domains of the hybrid BF. First, analog BF beams and a predefined codebook were designed considering the geometry of the straight-line shape track in the HSR scenario. Second, an adaptive analog BF selection is adopted to form appropriate beams when the train is far away from BS. Then mutual interference eliminating between MRs can be realized by digital precoding. The numerical results indicate that the proposed scheme can effectively solve the significant performance degradation of the multi-MR system during the train crossing the cell.

References

[1]
Zhang, X., Niu, Y., Mao, S., Cai, Y., He, R., Ai, B., Zhong, Z. and Liu, Y. 2021. Resource allocation for millimeter-wave train-ground communications in high-speed railway scenarios. IEEE Transactions on Vehicular Technology. 70, 5 (May 2021), 4823–4838.
[2]
Gao, M., Ai, B., Niu, Y., Zhong, Z., Liu, Y., Ma, G., Zhang, Z. and Li, D. 2018. Dynamic mmWave beam tracking for high speed railway communications. IEEE wireless communications and networking conference workshops (WCNCW) (Barcelona, Spain, Apr. 2018), 278–283.
[3]
Elkashlan, M., Duong, T.Q. and Chen, H.-H. 2014. Millimeter-wave communications for 5G: fundamentals: Part I [Guest editorial]. IEEE Communications Magazine. 52, 9 (Sep. 2014), 52–54.
[4]
Guan, K., Li, G., Kürner, T., Molisch, A.F., Peng, B., He, R., Hui, B., Kim, J. and Zhong, Z. 2017. On millimeter wave and THz mobile radio channel for smart rail mobility. IEEE Transactions on Vehicular Technology. 66, 7 (Jul. 2017), 5658–5674.
[5]
Wang, Y., Niu, Y., Wu, H., Mao, S., Ai, B., Zhong, Z. and Wang, N. 2022. Scheduling of UAV-Assisted millimeter wave communications for high-speed railway. IEEE Transactions on Vehicular Technology. 71, 8 (Aug. 2022), 8756–8767.
[6]
Hussain, S. M., Yusof, K. M. and Yusof, K. M. 2021. Dynamic Q-learning and Fuzzy CNN Based Vertical Handover Decision for Integration of DSRC, mmWave 5G and LTE in Internet of Vehicles (IoV). Journal of Communications, 16(5), 155-166.
[7]
Cui, Y., Fang, X. and Yan, L. 2016. Hybrid spatial modulation beamforming for mmWave railway communication systems. IEEE Transactions on Vehicular Technology. 65, 12 (Dec. 2016), 9597–9606.
[8]
Wu, W., Zhang, N., Cheng, N., Tang, Y., Aldubaikhy, K. and Shen, X. 2019. Beef up mmWave dense cellular networks with D2D-Assisted cooperative edge caching. IEEE Transactions on Vehicular Technology. 68, 4 (Apr. 2019), 3890–3904.
[9]
Ai, B., Guan, K., He, R., Li, J., Li, G., He, D., Zhong, Z. and Huq, K.M.S. 2017. On indoor millimeter wave massive MIMO channels: Measurement and simulation. IEEE Journal on Selected Areas in Communications. 35, 7 (Jul. 2017), 1678–1690.
[10]
Dai, L., Wang, B., Peng, M. and Chen, S. 2019. Hybrid precoding-based millimeter-wave massive MIMO-NOMA with simultaneous wireless information and power transfer. IEEE Journal on Selected Areas in Communications. 37, 1 (Jan. 2019), 131–141.
[11]
Chen, Y., Xiong, Y., Chen, D., Jiang, T., Ng, S.X. and Hanzo, L. 2021. Hybrid precoding for WideBand millimeter wave MIMO systems in the face of beam squint. IEEE Transactions on Wireless Communications. 20, 3 (Mar. 2021), 1847–1860.
[12]
Oluwole, A. S. and Srivastava, V. M. 2018. Analysis and synthetic model of adaptive beamforming for smart antenna systems in wireless communication. Journal of Communications, 13(8), 436-442.
[13]
Xu, K., Shen, Z., Wang, Y. and Xia, X. 2020. Location-aided mMIMO channel tracking and hybrid beamforming for high-speed railway communications: An angle-domain approach. IEEE Systems Journal. 14, 1 (Mar. 2020), 93–104.
[14]
Mo, J., Ng, B.L., Chang, S., Huang, P., Kulkarni, M.N., Alammouri, A., Zhang, J.C., Lee, J. and Choi, W.-J. 2019. Beam codebook design for 5G mmWave terminals. IEEE access: practical innovations, open solutions. 7, (Jul. 2019), 98387–98404.
[15]
Alkhateeb, A. and Heath, R.W. 2016. Frequency selective hybrid precoding for limited feedback millimeter wave systems. IEEE Transactions on Communications. 64, 5 (May 2016), 1801–1818.
[16]
Zhang, D., Li, A., Shirvanimoghaddam, M., Cheng, P., Li, Y. and Vucetic, B. 2019. Codebook-based training beam sequence design for millimeter-wave tracking systems. IEEE Transactions on Wireless Communications. 18, 11 (Nov. 2019), 5333–5349.
[17]
Kutty, S. and Sen, D. 2016. Beamforming for millimeter wave communications: An inclusive survey. IEEE Communications Surveys & Tutorials. 18, 2 (Dec. 2016), 949–973.
[18]
Yan, L., Fang, X. and Fang, Y. 2018. Stable beamforming with low overhead for C/U-Plane decoupled HSR wireless networks. IEEE Transactions on Vehicular Technology. 67, 7 (Jul. 2018), 6075–6086.
[19]
Lu, F., Yamaguchi, A., Takeuchi, K. and Shinbo, H. 2019. Topographic Allocations of MmWave Access Points inside the Passenger Car of High Speed Trains. Journal of Communications, 14(8), 647-655.
[20]
Song, H., Fang, X. and Fang, Y. 2016. Millimeter-wave network architectures for future high-speed railway communications: Challenges and solutions. IEEE Wireless Communications. 23, 6 (Dec. 2016), 114–122.
[21]
Abed, R. A. and Ayoob, S. A. 2022. A Proposed Method to Coordinate mmWave Beams Based on Coordinated Multi-Point in 5G Networks. Journal of Communications, 17(11), 925-932.
[22]
Fadhil, M., Abdullah, F., Ismail, M., Nordin, R. and Al-Obaidi, M. 2018. Power allocation in cooperative noma mu-mimo beamforming based on maximal slr precoding for 5g. Journal of Communications, 14(4), 676-683.
[23]
Lu, C., Fitzek, F. and Eggers, P. 2009. Cooperative spatial reuse with transmit beamforming in multi-rate wireless networks. Journal of Communications, 4(1), 26-33.
[24]
Yuan, R., Jian, Z., and Hui, G. 2016. Robust beamforming and artificial noise design in k-user interference channel with simultaneous wireless information and power transfer. Journal of Communications, 11(8), 740-747.
[25]
Xu, J., Ai, B. and Chen, L. 2020. Joint beamforming and power allocation in millimeter-wave high-speed railway systems. IEEE global communications conference (Taipei, Taiwan, Dec. 2020), 1–6.
[26]
Gao, M., Ai, B., Niu, Y., Wu, W., Yang, P., Lyu, F. and Shen, X. 2020. Efficient hybrid beamforming with anti-blockage design for high-speed railway communications. IEEE Transactions on Vehicular Technology. 69, 9 (Sep. 2020), 9643–9655.
[27]
Rappaport, T.S., Xing, Y., MacCartney, G.R., Molisch, A.F., Mellios, E. and Zhang, J. 2017. Overview of millimeter wave communications for fifth-generation (5G) wireless Networks—With a focus on propagation models. IEEE Transactions on Antennas and Propagation. 65, 12 (Dec. 2017), 6213–6230.
[28]
Pascoe, R.D. and Eichorn, T.N. 2009. What is communication-based train control? IEEE Vehicular Technology Magazine. 4, 4 (2009), 16–21.
[29]
Talvitie, J., Levanen, T., Koivisto, M., Ihalainen, T., Pajukoski, K. and Valkama, M. 2019. Positioning and location-aware communications for modern railways with 5G new radio. IEEE Communications Magazine. 57, 9 (Sep. 2019), 24–30.
[30]
Cheng, M., Yang, S. and Fang, X. 2016. Adaptive antenna-activation based beamforming for large-scale MIMO communication systems of high speed railway. China Communications. 13, 9 (Sep. 2016), 12–23.
[31]
Klotsche, R., Wünstel, K. and Banniza, T.R. 2010. Doppler compensation control for radio transmission. US.
[32]
Shepard, C., Hang, Y., Anand, N., Li, E. and Lin, Z. Argos: practical many-antenna base stations. Annual international conference on mobile computing and networking.
[33]
Yang, H. and Marzetta, T. L. 2013. Performance of conjugate and zero-forcing beamforming in large-scale antenna systems. IEEE Journal on Selected Areas in Communications, 31(2), 172-179.

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    ICECC '23: Proceedings of the 2023 6th International Conference on Electronics, Communications and Control Engineering
    March 2023
    316 pages
    ISBN:9798400700002
    DOI:10.1145/3592307
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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    Published: 14 August 2023

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    Author Tags

    1. High-speed railway
    2. hybrid beamforming
    3. large scale antenna arrays
    4. millimeter wave communication
    5. multiple-input multiple-output (MIMO)

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