• Laser & Optoelectronics Progress
  • Vol. 59, Issue 5, 0506002 (2022)
Jingze Huang1、2, Xuwen Liang1, and Zhuochen Xie1、*
Author Affiliations
  • 1Innovation Academy for Microsatelite, Chinese Academy of Sciences, Shanghai , 201203, China
  • 2University of Chinese Academy of Sciences, Beijing 100049, China
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    DOI: 10.3788/LOP202259.0506002 Cite this Article Set citation alerts
    Jingze Huang, Xuwen Liang, Zhuochen Xie. Hybrid Beamforming Based Millimeter Wave Massive MIMO Channel Estimation[J]. Laser & Optoelectronics Progress, 2022, 59(5): 0506002 Copy Citation Text show less
    References

    [1] Swindlehurst A L, Ayanoglu E, Heydari P et al. Millimeter-wave massive MIMO: the next wireless revolution?[J]. IEEE Communications Magazine, 52, 56-62(2014).

    [2] Naqvi S A R, Hassan S A, ul Mulk Z. Pilot reuse and sum rate analysis of mmWave and UHF-based massive MIMO systems[C], 1-5(2016).

    [3] Lee J, Gil G T, Lee Y H. Channel estimation via orthogonal matching pursuit for hybrid MIMO systems in millimeter wave communications[J]. IEEE Transactions on Communications, 64, 2370-2386(2016).

    [4] Alexandropoulos G C, Chouvardas S. Low complexity channel estimation for millimeter wave systems with hybrid A/D antenna processing[C], 1-6(2016).

    [5] Schniter P, Rangan S, Fletcher A K. Vector approximate message passing for the generalized linear model[C], 1525-1529(2016).

    [6] Nguyen S L H, Ghrayeb A. Compressive sensing-based channel estimation for massive multiuser MIMO systems[C], 2890-2895(2013).

    [7] Vlachos E, Alexandropoulos G C, Thompson J. Massive MIMO channel estimation for millimeter wave systems via matrix completion[J]. IEEE Signal Processing Letters, 25, 1675-1679(2018).

    [8] Li X J, Fang J, Li H B et al. Millimeter wave channel estimation via exploiting joint sparse and low-rank structures[J]. IEEE Transactions on Wireless Communications, 17, 1123-1133(2018).

    [9] Boyd S, Parikh N, Chu E et al[M]. Distributed optimization and statistical learning via the alternating direction method of multipliers(2011).

    [10] Dong P H, Zhang H, Li G Y et al. Deep CNN for wideband mmWave massive mimo channel estimation using frequency correlation[C], 4529-4533(2019).

    [11] Bai Q B, Wang J T, Zhang Y et al. Deep learning-based channel estimation algorithm over time selective fading channels[J]. IEEE Transactions on Cognitive Communications and Networking, 6, 125-134(2020).

    [12] Li K, Zhang J, Li X et al. An overview of artificial intelligence assisted channel estimation[J]. Telecommunications Science, 36, 46-55(2020).

    [13] Houska B, Frasch J, Diehl M. An augmented Lagrangian based algorithm for distributed nonconvex optimization[J]. SIAM Journal on Optimization, 26, 1101-1127(2016).

    [14] Tang W T, Allman A, Pourkargar D B et al. Optimal decomposition for distributed optimization in nonlinear model predictive control through community detection[J]. Computers & Chemical Engineering, 111, 43-54(2018).

    [15] Engelmann A, Jiang Y N, Mühlpfordt T et al. Toward distributed OPF using ALADIN[J]. IEEE Transactions on Power Systems, 34, 584-594(2019).

    [16] Tran T M D, An L N, Doan N C N. Concensus-based ALADIN method to faster the decentralized estimation of Laplacian spectrum[J]. Applied Sciences, 10, 5625(2020).

    [17] Sun G Z, Li G Y, Xia S W et al. ALADIN-based coordinated operation of power distribution and traffic networks with electric vehicles[J]. IEEE Transactions on Industry Applications, 56, 5944-5954(2020).

    [18] Jiang Y N, Su J Y, Shi Y M et al. Distributed optimization for massive connectivity[J]. IEEE Wireless Communications Letters, 9, 1412-1416(2020).

    [19] Méndez-Rial R, Rusu C, González-Prelcic N et al. Hybrid MIMO architectures for millimeter wave communications: phase shifters or switches?[J]. IEEE Access, 4, 247-267(2016).

    [20] Mo J H, Schniter P, Heath R W. Channel estimation in broadband millimeter wave MIMO systems with few-bit ADCs[J]. IEEE Transactions on Signal Processing, 66, 1141-1154(2018).

    [21] Alkhateeb A, El Ayach O, Leus G et al. Channel estimation and hybrid precoding for millimeter wave cellular systems[J]. IEEE Journal of Selected Topics in Signal Processing, 8, 831-846(2014).

    [22] Heath R W, González-Prelcic N, Rangan S et al. An overview of signal processing techniques for millimeter wave MIMO systems[J]. IEEE Journal of Selected Topics in Signal Processing, 10, 436-453(2016).

    [23] Forenza A, Love D J, Heath R W. Simplified spatial correlation models for clustered MIMO channels with different array configurations[J]. IEEE Transactions on Vehicular Technology, 56, 1924-1934(2007).

    [24] Sayeed A M. Deconstructing multiantenna fading channels[J]. IEEE Transactions on Signal Processing, 50, 2563-2579(2002).

    [25] Brady J, Behdad N, Sayeed A M. Beamspace MIMO for millimeter-wave communications: System architecture, modeling, analysis, and measurements[J]. IEEE Transactions on Antennas and Propagation, 61, 3814-3827(2013).

    [26] Cai J F, Candès E J, Shen Z W. A singular value thresholding algorithm for matrix completion[J]. SIAM Journal on Optimization, 20, 1956-1982(2010).

    [27] Chiang K Y, Hsieh C J, Dhillon I S. Matrix completion with noisy side information[C](2015).

    Jingze Huang, Xuwen Liang, Zhuochen Xie. Hybrid Beamforming Based Millimeter Wave Massive MIMO Channel Estimation[J]. Laser & Optoelectronics Progress, 2022, 59(5): 0506002
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