Abstract
This paper presents a hybrid beamforming design for millimeter-wave (mmWave) orthogonal frequency division multiplexing (OFDM) distributed antenna systems (DASs). First, we derive a downlink signal transmission model that considers the delay spread differences (DSDs) caused by the distributed nature of the network. We then propose a cooperative wideband hybrid beamforming method under the transmitting power constraints of each remote access unit. In a simulation study, the proposed method performed comparably to fully-digital beamforming, even when operated with practical finite-resolution phase shifters. We further confirm that the DSDs are the dominant cause of performance degradation in mmWave OFDM DASs.
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References
Dai L. A comparative study on uplink sum capacity with co-located and distributed antennas. IEEE J Sel Areas Commun, 2011, 29: 1200–1213
Wang D M, Wang J Z, You X H, et al. Spectral efficiency of distributed MIMO systems. IEEE J Sel Areas Commun, 2013, 31: 2112–2127
Cao J, Wang D M, Li J M, et al. Uplink spectral efficiency analysis of multi-cell multi-user massive MIMO over correlated Ricean channel. Sci China Inf Sci, 2018, 61: 082305
Li L M, Wang D M, Niu X K, et al. mmWave communications for 5G: implementation challenges and advances. Sci China Inf Sci, 2018, 61: 021301
Bai L, Li T, Yu Q, et al. Cooperative multiuser beamforming in mmWave distributed antenna systems. IEEE Trans Veh Technol, 2018, 67: 12394–12397
Zhao L, Guo J J, Wei Z Q, et al. A distributed multi-RF chain hybrid mmWave scheme for small-cell systems. In: Proceedings of IEEE International Conference on Communications (ICC), Shanghai, 2019. 3393–3406
Yue D W, Xu S, Nguyen H H. Diversity gain of millimeter-wave massive MIMO systems with distributed antenna arrays. J Wirel Commun Netw, 2019, 2019: 54
Pi Z Y, Khan F. An introduction to millimeter-wave mobile broadband systems. IEEE Commun Mag, 2011, 49: 101–107
Talaei F, Dong X D. Hybrid mmWave MIMO-OFDM channel estimation based on the multi-band sparse structure of channel. IEEE Trans Commun, 2019, 67: 1018–1030
Kim J, Kim I G. Distributed antenna system-based millimeter-wave mobile broadband communication system for high speed trains. In: Proceedings of International Conference on ICT Convergence (ICTC), Jeju, 2013
Huo Y M, Dong X D, Lu T, et al. Distributed and multilayer UAV networks for next-generation wireless communication and power transfer: a feasibility study. IEEE Int Things J, 2019, 6: 7103–7115
Liang L, Xu W, Dong X D. Low-complexity hybrid precoding in massive multiuser MIMO systems. IEEE Wirel Commun Lett, 2014, 3: 653–656
Sohrabi F, Yu W. Hybrid analog and digital beamforming for mmWave OFDM large-scale antenna arrays. IEEE J Sel Areas Commun, 2017, 35: 1432–1443
Zhang J J, Huang Y M, Wang J H, et al. Hybrid precoding for wideband millimeter-wave systems with finite resolution phase shifters. IEEE Trans Veh Technol, 2018, 67: 11285–11290
Huo Y M, Dong X D, Xu W. 5G cellular user equipment: from theory to practical hardware design. IEEE Access, 2017, 5: 13992–14010
Huo Y M, Dong X D, Xu W, et al. Enabling multi-functional 5G and beyond user equipment: a survey and tutorial. IEEE Access, 2019, 7: 116975
Zhang Y, Huo Y M, Zhan J L, et al. ADMM enabled hybrid precoding in wideband distributed phased arrays based MIMO systems. In: Proceedings of IEEE Vehicular Technology Conference (VTC), Honolulu, 2019
Wang B L, Gao F F, Jin S, et al. Spatial- and frequency-wideband effects in millimeter-wave massive MIMO systems. IEEE Trans Signal Process, 2018, 66: 3393–3406
You L, Gao X Q, Li G Y, et al. BDMA for millimeter-wave/terahertz massive MIMO transmission with per-beam synchronization. IEEE J Sel Areas Commun, 2017, 35: 1550–1563
Yan H S, Lu I T. Asynchronous reception effects on distributed massive MIMO-OFDM system. IEEE Trans Commun, 2019, 67: 4782–4794
Feng Y, Wang M H, Wang D M, et al. Low complexity iterative detection for a large-scale distributed MIMO prototyping system. In: Proceedings of IEEE International Conference on Communications (ICC), Shanghai, 2019
Shi Q J, Hong M Y. Spectral efficiency optimization for millimeter wave multiuser MIMO systems. IEEE J Sel Top Signal Process, 2018, 12: 455–468
Shi Q J, Hong M Y. Penalty dual decomposition method with application in signal processing. In: Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, 2017. 4059–4063
Huang J, Wang C X, Liu Y, et al. A novel 3D GBSM for mmWave MIMO channels. Sci China Inf Sci, 2018, 61: 102305
Shi Q J, Razaviyayn M, Luo Z Q, et al. An iteratively weighted MMSE approach to distributed sum-utility maximization for a MIMO interfering broadcast channel. IEEE Trans Signal Process, 2011, 59: 4331–4340
Bertsekas D P. Nonlinear Programming. 2nd ed. Belmont: Athena Scientific, 1999
Akdeniz M R, Liu Y P, Samimi M K, et al. Millimeter wave channel modeling and cellular capacity evaluation. IEEE J Sel Areas Commun, 2014, 32: 1164–1179
Acknowledgements
This work was supported in part by National Key Research and Development Program (Grant No. 2018YFE0205902), National Natural Science Foundation of China (NSFC) (Grant Nos. 61871122, 61971127), and Six Talent Peaks Project in Jiangsu Province.
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Appendixes A and B. The supporting information is available online at info.scichina.com and link.springer.com. The supporting materials are published as submitted, without typesetting or editing. The responsibility for scientific accuracy and content remains entirely with the authors.
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Zhang, Y., Wang, D., Huo, Y. et al. Hybrid beamforming design for mmWave OFDM distributed antenna systems. Sci. China Inf. Sci. 63, 192301 (2020). https://doi.org/10.1007/s11432-019-2799-y
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DOI: https://doi.org/10.1007/s11432-019-2799-y