[1] |
RAPPAPORT T S , SUN S , MAYZUS R ,et al. Millimeter wave mobile communications for 5G cellular:it will work![J]. IEEE Access, 2013,1: 335-349.
|
[2] |
ROH W , SEOL J Y , PARK J ,et al. Millimeter-wave beamforming as an enabling technology for 5G cellular communications:theoretical feasibility and prototype results[J]. IEEE Communications Magazine, 2014,52(2): 106-113.
|
[3] |
SHAFI M , MOLISCH A F , SMITH P J ,et al. 5G:a tutorial overview of standards,trials,challenges,deployment,and practice[J]. IEEE Journal on Selected Areas in Communications, 2017,35(6): 1201-1221.
|
[4] |
RANGAN S , RAPPAPORT T S , ERKIP E . Millimeter-wave cellular wireless networks:potentials and challenges[J]. Proceedings of the IEEE, 2014,102(3): 366-385.
|
[5] |
SALOUS S , ESPOSTI V D , FUSCHINI F ,et al. Millimeter-wave propagation:characterization and modeling toward fifth-generation systems[J]. IEEE Antennas and Propagation Magazine, 2016,58(6): 115-127.
|
[6] |
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, 2016,10(3): 436-453.
|
[7] |
AYACH O E , RAJAGOPAL S , ABU-SURRA S , ,et al. Spatially sparse precoding in millimeter wave MIMO systems[J]. IEEE Transactions on Wireless Communications, 2014,13(3): 1499-1513.
|
[8] |
LEE Y Y , WANG C H , HUANG Y H . A hybrid RF/baseband precoding processor based on parallel-index-selection matrix-inversion- bypass simultaneous orthogonal matching pursuit for millimeter wave MIMO systems[J]. IEEE Transactions on Signal Processing, 2015,63(2): 305-317.
|
[9] |
ZHANG Y , HUANG Y Z , QIN X Q ,et al. Low complexity hybrid precoding based on ORLS for mmWave massive MIMO systems[C]// Proceedings of 2018 IEEE Wireless Communications and Networking Conference (WCNC). Piscataway:IEEE Press, 2018: 1-6.
|
[10] |
HUNG W L , CHEN C H , LIAO C C ,et al. Low-complexity hybrid precoding algorithm based on orthogonal beamforming codebook[C]// Proceedings of 2015 IEEE Workshop on Signal Processing Systems (SiPS). Piscataway:IEEE Press, 2015: 1-5.
|
[11] |
廖勇, 杨馨怡, 杜洁汝 . 基于两阶段的毫米波大规模MIMO低复杂度混合预编码算法[J]. 电子学报, 2021,49(7): 1298-1304.
|
|
LIAO Y , YANG X Y , DU J R . A two-stage based low complexity hy-brid precoding algorithm for millimeter-wave massive MIMO[J]. Acta Electronica Sinica, 2021,49(7): 1298-1304.
|
[12] |
刘剑飞, 何利平, 陶颖 ,等. 大规模MIMO系统中低复杂度的码本搜索方法[J]. 通信学报, 2019,40(1): 79-86.
|
|
LIU J F , HE L P , TAO Y ,et al. Low complexity codebook search me-thod in massive MIMO system[J]. Journal on Communications, 2019,40(1): 79-86.
|
[13] |
YU X H , SHEN J C , ZHANG J ,et al. Alternating minimization algorithms for hybrid precoding in millimeter wave MIMO systems[J]. IEEE Journal of Selected Topics in Signal Processing, 2016,10(3): 485-500.
|
[14] |
NI W H , DONG X D , LU W S . Near-optimal hybrid processing for massive MIMO systems via matrix decomposition[J]. IEEE Transactions on Signal Processing, 2017,65(15): 3922-3933.
|
[15] |
MULLA M , ULUSOY A H , RIZANER A ,et al. Barzilai-borwein gradient algorithm based alternating minimization for single user millimeter wave systems[J]. IEEE Wireless Communications Letters, 2020,9(4): 508-512.
|
[16] |
CHEN J C . Gradient projection-based alternating minimization algorithm for designing hybrid beamforming in millimeter-wave MIMO systems[J]. IEEE Communications Letters, 2019,23(1): 112-115.
|
[17] |
RUSU C , MèNDEZ-RIAL R , GONZáLEZ-PRELCIC N . Low complexity hybrid precoding strategies for millimeter wave communication systems[J]. IEEE Transactions on Wireless Communications, 2016,15(12): 8380-8393.
|
[18] |
ALKHATEEB A , LEUS G , HEATH R W . Limited feedback hybrid precoding for multi-user millimeter wave systems[J]. IEEE Transactions on Wireless Communications, 2015,14(11): 6481-6494.
|
[19] |
NGUYEN D H N , LE L B , LE-NGOC T . Hybrid MMSE precoding for mmWave multiuser MIMO systems[C]// Proceedings of 2016 IEEE International Conference on Communications (ICC). Piscataway:IEEE Press, 2016: 1-6.
|
[20] |
NI W H , DONG X D . Hybrid block diagonalization for massive multiuser MIMO systems[J]. IEEE Transactions on Communications, 2016,64(1): 201-211.
|
[21] |
HUANG H J , SONG Y W , YANG J ,et al. Deep-learning-based millimeter-wave massive MIMO for hybrid precoding[J]. IEEE Transactions on Vehicular Technology, 2019,68(3): 3027-3032.
|
[22] |
CHEN K , YANG J , GE X H ,et al. Complex-BP-neural-network-based hybrid precoding for millimeter wave multiuser massive MIMO systems[C]// Proceedings of 2019 Computing,Communications and IoT Applications (ComComAp). Piscataway:IEEE Press, 2019: 100-105.
|
[23] |
SIDHARTH C , HIREMATH S M , PATRA S K . Deep learning based hybrid precoding for mmwave massive MIMO system using comcepnet[C]// Proceedings of 2020 International Conference on Communication and Signal Processing (ICCSP). Piscataway:IEEE Press, 2020: 1317-1321.
|
[24] |
BAO X L , FENG W J , ZHENG J L ,et al. Deep CNN and equivalent channel based hybrid precoding for mmWave massive MIMO systems[J]. IEEE Access, 2020,8: 19327-19335.
|
[25] |
ELBIR A M . A deep learning framework for hybrid beamforming without instantaneous CSI feedback[J]. IEEE Transactions on Vehicular Technology, 2020,69(10): 11743-11755.
|
[26] |
ELBIR A M , PAPAZAFEIROPOULOS A K . Hybrid precoding for multiuser millimeter wave massive MIMO systems:a deep learning approach[J]. IEEE Transactions on Vehicular Technology, 2020,69(1): 552-563.
|
[27] |
CHAI M Y , TANG S H , ZHAO M ,et al. HPNet:a compressed neural network for robust hybrid precoding in multi-user massive MIMO systems[C]// Proceedings of GLOBECOM 2020 - 2020 IEEE Global Communications Conference. Piscataway:IEEE Press, 2020: 1-7.
|
[28] |
MA W Y , QI C H , ZHANG Z C ,et al. Sparse channel estimation and hybrid precoding using deep learning for millimeter wave massive MIMO[J]. IEEE Transactions on Communications, 2020,68(5): 2838-2849.
|
[29] |
章坚武, 王路鑫, 孙玲芬 ,等. 人工智能在 5G 系统中的应用综述[J]. 电信科学, 2021,37(5): 14-31.
|
|
ZHANG J W , WANG L X , SUN L F ,et al. An survey on application of artificial intelligence in 5G system[J]. Telecommunications Science, 2021,37(5): 14-31.
|
[30] |
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, 2014,8(5): 831-846.
|
[31] |
LEUNG H , HAYKIN S . The complex backpropagation algorithm[J]. IEEE Transactions on Signal Processing, 1991,39(9): 2101-2104.
|
[32] |
DUCHI J , HAZAN E , SINGER Y . Adaptive subgradient methods for online learning and stochastic optimization[J]. Journal of Machine Learning Research, 2011,12: 2121-2159.
|
[33] |
SOHRABI F , YU W . Hybrid digital and analog beamforming design for large-scale antenna arrays[J]. IEEE Journal of Selected Topics in Signal Processing, 2016,10(3): 501-513.
|