Citation: | Jiachen TIAN, Yu HAN, Shi JIN, et al., “Analytical Channel Modeling: From MIMO to Extra Large-Scale MIMO,” Chinese Journal of Electronics, vol. 34, no. 1, pp. 1–15, 2025 doi: 10.23919/cje.2023.00.418 |
[1] |
G. J. Foschini and M. J. Gans, “On limits of wireless communications in a fading environment when using multiple antennas,” Wireless Personal Communications, vol. 6, no. 3, pp. 311–335, 1998. doi: 10.1023/A:1008889222784
|
[2] |
A. J. Paulraj, D. A. Gore, R. U. Nabar, et al., “An overview of MIMO communications—A key to gigabit wireless,” Proceedings of the IEEE, vol. 92, no. 2, pp. 198–218, 2004. doi: 10.1109/JPROC.2003.821915
|
[3] |
T. L. Marzetta, “Noncooperative cellular wireless with unlimited numbers of base station antennas,” IEEE Transactions on Wireless Communications, vol. 9, no. 11, pp. 3590–3600, 2010. doi: 10.1109/TWC.2010.092810.091092
|
[4] |
E. G. Larsson, O. Edfors, F. Tufvesson, et al., “Massive MIMO for next generation wireless systems,” IEEE Communications Magazine, vol. 52, no. 2, pp. 186–195, 2014. doi: 10.1109/MCOM.2014.6736761
|
[5] |
Y. Han, S. Jin, M. Matthaiou, et al., “Toward extra large-scale MIMO: New channel properties and low-cost designs,” IEEE Internet of Things Journal, vol. 10, no. 16, pp. 14569–14594, 2023. doi: 10.1109/JIOT.2023.3273328
|
[6] |
E. D. Carvalho, A. Ali, A. Amiri, et al., “Non-stationarities in extra-large-scale massive MIMO,” IEEE Wireless Communications, vol. 27, no. 4, pp. 74–80, 2020. doi: 10.1109/MWC.001.1900157
|
[7] |
H. Q. Lu, Y. Zeng, C. S. You, et al., “A tutorial on near-field XL-MIMO communications towards 6G,” IEEE Communications Surveys & Tutorials, in press, 2024.
|
[8] |
Z. Wang, J. Y. Zhang, H. Y. Du, et al., “A tutorial on extremely large-scale MIMO for 6G: Fundamentals, signal processing, and applications,” IEEE Communications Surveys & Tutorials, in press, 2024.
|
[9] |
M. Xiao, S. Mumtaz, Y. M. Huang, et al., “Millimeter wave communications for future mobile networks,” IEEE Journal on Selected Areas in Communications, vol. 35, no. 9, pp. 1909–1935, 2017. doi: 10.1109/JSAC.2017.2719924
|
[10] |
R. W. Heath, N. González-Prelcic, S. Rangan, et al., “An overview of signal processing techniques for millimeter wave MIMO systems,” IEEE Journal of Selected Topics in Signal Processing, vol. 10, no. 3, pp. 436–453, 2016. doi: 10.1109/JSTSP.2016.2523924
|
[11] |
N. Li, C. X. Guo, and D. P. Wang, “Considerations on 6 GHz spectrum for 5G-advanced and 6G,” IEEE Communications Standards Magazine, vol. 5, no. 3, pp. 5–7, 2021. doi: 10.1109/MCOMSTD.2021.9579392
|
[12] |
M. Matthaiou, O. Yurduseven, H. Q. Ngo, et al., “The road to 6G: Ten physical layer challenges for communications engineers,” IEEE Communications Magazine, vol. 59, no. 1, pp. 64–69, 2021. doi: 10.1109/MCOM.001.2000208
|
[13] |
J. Y. Zhang, E. Björnson, M. Matthaiou, et al., “Prospective multiple antenna technologies for beyond 5G,” IEEE Journal on Selected Areas in Communications, vol. 38, no. 8, pp. 1637–1660, 2020. doi: 10.1109/JSAC.2020.3000826
|
[14] |
G. Interdonato, E. Björnson, H. Q. Ngo, et al., “Ubiquitous cell-free massive MIMO communications,” EURASIP Journal on Wireless Communications and Networking, vol. 2019, no. 1, article no. 197, 2019. doi: 10.1186/s13638-019-1507-0
|
[15] |
Y. Han, S. Jin, C. K. Wen, et al., “Localization and channel reconstruction for extra large RIS-assisted massive MIMO systems,” IEEE Journal of Selected Topics in Signal Processing, vol. 16, no. 5, pp. 1011–1025, 2022. doi: 10.1109/JSTSP.2022.3174654
|
[16] |
P. Almers, E. Bonek, A. Burr, et al., “Survey of channel and radio propagation models for wireless MIMO systems,” EURASIP Journal on Wireless Communications and Networking, vol. 2007, no. 1, article no. 019070, 2007. doi: 10.1155/2007/19070
|
[17] |
L. F. Liu, C. Oestges, J. Poutanen, et al., “The COST 2100 MIMO channel model,” IEEE Wireless Communications, vol. 19, no. 6, pp. 92–99, 2012. doi: 10.1109/MWC.2012.6393523
|
[18] |
R. S. He, B. Ai, G. L. Stüber, et al., “Geometrical-based modeling for millimeter-wave MIMO mobile-to-mobile channels,” IEEE Transactions on Vehicular Technology, vol. 67, no. 4, pp. 2848–2863, 2018. doi: 10.1109/TVT.2017.2774808
|
[19] |
S. B. Wu, C. X. Wang, E. H. M. Aggoune, et al., “A general 3-D Non-stationary 5G wireless channel model,” IEEE Transactions on Communications, vol. 66, no. 7, pp. 3065–3078, 2018. doi: 10.1109/TCOMM.2017.2779128
|
[20] |
S. B. Wu, C. X. Wang, H. Haas, et al., “A non-stationary wideband channel model for massive MIMO communication systems,” IEEE Transactions on Wireless Communications, vol. 14, no. 3, pp. 1434–1446, 2015. doi: 10.1109/TWC.2014.2366153
|
[21] |
R. Feng, C. X. Wang, J. Huang, et al., “Classification and comparison of massive MIMO propagation channel models,” IEEE Internet of Things Journal, vol. 9, no. 23, pp. 23452–23471, 2022. doi: 10.1109/JIOT.2022.3198690
|
[22] |
A. G. Burr, “Capacity bounds and estimates for the finite scatterers MIMO wireless channel,” IEEE Journal on Selected Areas in Communications, vol. 21, no. 5, pp. 812–818, 2003. doi: 10.1109/JSAC.2003.810291
|
[23] |
A. M. Sayeed, “Deconstructing multiantenna fading channels,” IEEE Transactions on Signal Processing, vol. 50, no. 10, pp. 2563–2579, 2002. doi: 10.1109/TSP.2002.803324
|
[24] |
V. Raghavan and A. M. Sayeed, “Sublinear capacity scaling laws for sparse MIMO channels,” IEEE Transactions on Information Theory, vol. 57, no. 1, pp. 345–364, 2011. doi: 10.1109/TIT.2010.2090255
|
[25] |
C. Sun, X. Q. Gao, S. Jin, et al., “Beam division multiple access transmission for massive MIMO communications,” IEEE Transactions on Communications, vol. 63, no. 6, pp. 2170–2184, 2015. doi: 10.1109/TCOMM.2015.2425882
|
[26] |
D. S. Shiu, G. J. Foschini, M. J. Gans, et al., “Fading correlation and its effect on the capacity of multielement antenna systems,” IEEE Transactions on Communications, vol. 48, no. 3, pp. 502–513, 2000. doi: 10.1109/26.837052
|
[27] |
J. P. Kermoal, L. Schumacher, K. I. Pedersen, et al., “A stochastic MIMO radio channel model with experimental validation,” IEEE Journal on Selected Areas in Communications, vol. 20, no. 6, pp. 1211–1226, 2002. doi: 10.1109/JSAC.2002.801223
|
[28] |
D. Gesbert, H. Bolcskei, D. A. Gore, et al., “Outdoor MIMO wireless channels: Models and performance prediction,” IEEE Transactions on Communications, vol. 50, no. 12, pp. 1926–1934, 2002. doi: 10.1109/TCOMM.2002.806555
|
[29] |
W. Weichselberger, M. Herdin, H. Ozcelik, et al., “A stochastic MIMO channel model with joint correlation of both link ends,” IEEE Transactions on Wireless Communications, vol. 5, no. 1, pp. 90–100, 2006. doi: 10.1109/TWC.2006.1576533
|
[30] |
D. Chizhik, G. J. Foschini, and R. A. Valenzuela, “Capacities of multi-element transmit and receive antennas: Correlations and keyholes,” Electronics Letters, vol. 36, no. 13, pp. 1099–1100, 2000. doi: 10.1049/el:20000828
|
[31] |
Z. Zhou, X. Gao, J. Fang, et al., “Spherical wave channel and analysis for large linear array in LoS conditions,” in Proceedings of 2015 IEEE Globecom Workshops (GC Wkshps), San Diego, CA, USA, pp. 1–6, 2015.
|
[32] |
A. Ali, E. D. Carvalho, and R. W. Heath, “Linear receivers in non-stationary massive MIMO channels with visibility regions,” IEEE Wireless Communications Letters, vol. 8, no. 3, pp. 885–888, 2019. doi: 10.1109/LWC.2019.2898572
|
[33] |
Y. Han, S. Jin, C. K. Wen, et al., “Channel estimation for extremely large-scale massive MIMO systems,” IEEE Wireless Communications Letters, vol. 9, no. 5, pp. 633–637, 2020. doi: 10.1109/LWC.2019.2963877
|
[34] |
M. Steinbauer, A. F. Molisch, and E. Bonek, “The double-directional radio channel,” IEEE Antennas and Propagation Magazine, vol. 43, no. 4, pp. 51–63, 2001. doi: 10.1109/74.951559
|
[35] |
J. Winters, “On the capacity of radio communication systems with diversity in a Rayleigh fading environment,” IEEE Journal on Selected Areas in Communications, vol. 5, no. 5, pp. 871–878, 1987. doi: 10.1109/JSAC.1987.1146600
|
[36] |
W. C. Jakes and D. C. Cox, Microwave Mobile Communications, Wiley-IEEE Press, Hoboken, NJ, USA, 1994.
|
[37] |
K. A. Hamdi, “Capacity of MRC on correlated Rician fading channels,” IEEE Transactions on Communications, vol. 56, no. 5, pp. 708–711, 2008. doi: 10.1109/TCOMM.2008.060381
|
[38] |
S. K. Jayaweera and H. V. Poor, “On the capacity of multiple-antenna systems in Rician fading,” IEEE Transactions on Wireless Communications, vol. 4, no. 3, pp. 1102–1111, 2005. doi: 10.1109/TWC.2005.846970
|
[39] |
H. Bolcskei, M. Borgmann, and A. J. Paulraj, “Impact of the propagation environment on the performance of space-frequency coded MIMO-OFDM,” IEEE Journal on Selected Areas in Communications, vol. 21, no. 3, pp. 427–439, 2003. doi: 10.1109/JSAC.2003.809723
|
[40] |
S. Jin, X. Q. Gao, and X. H. You, “On the ergodic capacity of Rank-1 Ricean-fading MIMO channels,” IEEE Transactions on Information Theory, vol. 53, no. 2, pp. 502–517, 2007. doi: 10.1109/TIT.2006.889707
|
[41] |
D. Ying, F. W. Vook, T. A. Thomas, et al., “Kronecker product correlation model and limited feedback codebook design in a 3D channel model,” in Proceedings of 2014 IEEE International Conference on Communications, Sydney, NSW, Australia, pp. 5865–5870, 2014.
|
[42] |
B. T. Maharaj, J. W. Wallace, L. P. Linde, et al., “Frequency scaling of spatial correlation from co-located 2.4 and 5.2 GHz wideband indoor MIMO channel measurements,” Electronics Letters, vol. 41, no. 6, pp. 336–337, 2005. doi: 10.1049/el:20057690
|
[43] |
J. H. Wang, H. Q. Wang, Y. Han, et al., “Joint transmit beamforming and phase shift design for reconfigurable intelligent surface assisted MIMO systems,” IEEE Transactions on Cognitive Communications and Networking, vol. 7, no. 2, pp. 354–368, 2021. doi: 10.1109/TCCN.2021.3058665
|
[44] |
J. Choi and D. J. Love, “Bounds on eigenvalues of a spatial correlation matrix,” IEEE Communications Letters, vol. 18, no. 8, pp. 1391–1394, 2014. doi: 10.1109/LCOMM.2014.2332993
|
[45] |
A. Abdi and M. Kaveh, “A space-time correlation model for multielement antenna systems in mobile fading channels,” IEEE Journal on Selected Areas in Communications, vol. 20, no. 3, pp. 550–560, 2002. doi: 10.1109/49.995514
|
[46] |
H. Bolcskei and A. J. Paulraj, “Performance of space-time codes in the presence of spatial fading correlation,” in Proceedings of Conference Record of the Thirty-Fourth Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, USA, pp. 687–693, 2000.
|
[47] |
A. Abdi, J. A. Barger, and M. Kaveh, “A parametric model for the distribution of the angle of arrival and the associated correlation function and power spectrum at the mobile station,” IEEE Transactions on Vehicular Technology, vol. 51, no. 3, pp. 425–434, 2002. doi: 10.1109/TVT.2002.1002493
|
[48] |
M. Zhang, P. J. Smith, and M. Shafi, “An extended one-ring MIMO channel model,” IEEE Transactions on Wireless Communications, vol. 6, no. 8, pp. 2759–2764, 2007. doi: 10.1109/TWC.2007.05659
|
[49] |
I. S. Gradshteyn and I. M. Ryzhik, Table of Integrals, Series, and Products, Academic Press, New York, NY, USA, 2014.
|
[50] |
L. Sanguinetti, E. Björnson, and J. Hoydis, “Toward massive MIMO 2.0: Understanding spatial correlation, interference suppression, and pilot contamination,” IEEE Transactions on Communications, vol. 68, no. 1, pp. 232–257, 2020. doi: 10.1109/TCOMM.2019.2945792
|
[51] |
E. Telatar, “Capacity of multi-antenna Gaussian channels,” European Transactions on Telecommunications, vol. 10, no. 6, pp. 585–595, 1999. doi: 10.1002/ett.4460100604
|
[52] |
G. J. Foschini and M. J. Gans, “On limits of wireless communications in a fading environment when using multiple antennas,” Wireless Personal Communications, vol. 6, no. 3, pp. 311–335, 1998. (查阅网上所有资料,本条文献与第1条重复,请确认) . doi: 10.1023/A:1008889222784
|
[53] |
Q. T. Zhang, X. W. Cui, and X. M. Li, “Very tight capacity bounds for MIMO-correlated Rayleigh-fading channels,” IEEE Transactions on Wireless Communications, vol. 4, no. 2, pp. 681–688, 2005. doi: 10.1109/TWC.2004.842959
|
[54] |
H. Bolcskei, D. Gesbert, and A. J. Paulraj, “On the capacity of OFDM-based spatial multiplexing systems,” IEEE Transactions on Communications, vol. 50, no. 2, pp. 225–234, 2002. doi: 10.1109/26.983319
|
[55] |
M. R. McKay and I. B. Collings, “General capacity bounds for spatially correlated Rician MIMO channels,” IEEE Transactions on Information Theory, vol. 51, no. 9, pp. 3121–3145, 2005. doi: 10.1109/TIT.2005.853325
|
[56] |
M. R. McKay, A. J. Grant, and I. B. Collings, “Performance analysis of MIMO-MRC in double-correlated Rayleigh environments,” IEEE Transactions on Communications, vol. 55, no. 3, pp. 497–507, 2007. doi: 10.1109/TCOMM.2007.892450
|
[57] |
D. Chizhik, G. J. Foschini, M. J. Gans, et al., “Keyholes, correlations, and capacities of multielement transmit and receive antennas,” IEEE Transactions on Wireless Communications, vol. 1, no. 2, pp. 361–368, 2002. doi: 10.1109/7693.994830
|
[58] |
S. Loyka and A. Kouki, “On MIMO channel capacity, correlations, and keyholes: Analysis of degenerate channels,” IEEE Transactions on Communications, vol. 50, no. 12, pp. 1886–1888, 2002. doi: 10.1109/TCOMM.2002.806543
|
[59] |
P. Almers, F. Tufvesson, and A. F. Molisch, “Keyhole effect in MIMO wireless channels: Measurements and theory,” IEEE Transactions on Wireless Communications, vol. 5, no. 12, pp. 3596–3604, 2006. doi: 10.1109/TWC.2006.256982
|
[60] |
X. Li, S. Jin, X. Q. Gao, et al., “Transmitter optimization and beamforming optimality conditions for double-scattering MIMO channels,” IEEE Transactions on Wireless Communications, vol. 7, no. 9, pp. 3647–3654, 2008. doi: 10.1109/TWC.2008.070449
|
[61] |
X. Li, S. Jin, X. Q. Gao, et al., “Capacity bounds and low complexity transceiver design for double-scattering MIMO multiple access channels,” IEEE Transactions on Signal Processing, vol. 58, no. 5, pp. 2809–2822, 2010. doi: 10.1109/TSP.2010.2041602
|
[62] |
G. Levin and S. Loyka, “Multi-keyhole MIMO channels: Asymptotic analysis of outage capacity,” in Proceedings of 2006 IEEE International Symposium on Information Theory, Seattle, WA, USA, pp. 1305–1309, 2006.
|
[63] |
G. Levin and S. Loyka, “Multi-keyholes and measure of correlation in MIMO channels,” in Proceedings of 23rd Biennial Symposium on Communications, Kingston, ON, Canada, 2006, pp. 22–25, 2006.
|
[64] |
G. Levin and S. Loyka, “From multi-keyholes to measure of correlation and power imbalance in MIMO channels: Outage capacity analysis,” IEEE Transactions on Information Theory, vol. 57, no. 6, pp. 3515–3529, 2011. doi: 10.1109/TIT.2011.2133010
|
[65] |
C. J. Zhong, S. Jin, K. K. Wong, et al., “Ergodic mutual information analysis for multi-keyhole MIMO channels,” IEEE Transactions on Wireless Communications, vol. 10, no. 6, pp. 1754–1763, 2011. doi: 10.1109/TWC.2011.041311.091011
|
[66] |
H. Özcelik, M. Herdin, W. Weichselberger, et al., “Deficiencies of ‘Kronecker’ MIMO radio channel model,” Electronics Letters, vol. 39, no. 16, pp. 1209–1210, 2003. doi: 10.1049/el:20030785
|
[67] |
C. K. Wen, S. Jin, and K. K. Wong, “On the sum-rate of multiuser MIMO uplink channels with jointly-correlated Rician fading,” IEEE Transactions on Communications, vol. 59, no. 10, pp. 2883–2895, 2011. doi: 10.1109/TCOMM.2011.081111.100585
|
[68] |
X. Q. Gao, B. Jiang, X. Li, et al., “Statistical eigenmode transmission over jointly correlated MIMO channels,” IEEE Transactions on Information Theory, vol. 55, no. 8, pp. 3735–3750, 2009. doi: 10.1109/TIT.2009.2023737
|
[69] |
H. Bolcskei, D. Gesbert, and A. J. Paulraj, “On the capacity of OFDM-based spatial multiplexing systems,” IEEE Transactions on Communications, vol. 50, no. 2, pp. 225–234, 2002. (查阅网上所有资料,本条文献与第54条重复,请确认) . doi: 10.1109/26.983319
|
[70] |
H. X. Xie, F. F. Gao, and S. Jin, “An overview of low-rank channel estimation for massive MIMO systems,” IEEE Access, vol. 4, pp. 7313–7321, 2016. doi: 10.1109/ACCESS.2016.2623772
|
[71] |
X. Yang, X. Li, S. L. Zhang, et al., “On the ergodic capacity of mmWave systems under finite-dimensional channels,” IEEE Transactions on Wireless Communications, vol. 18, no. 11, pp. 5440–5453, 2019. doi: 10.1109/TWC.2019.2936387
|
[72] |
A. Alkhateeb, O. El Ayach, G. Leus, et al., “Channel estimation and hybrid precoding for millimeter wave cellular systems,” IEEE Journal of Selected Topics in Signal Processing, vol. 8, no. 5, pp. 831–846, 2014. doi: 10.1109/JSTSP.2014.2334278
|
[73] |
A. Alkhateeb, G. Leus, and R. W. Heath, “Limited feedback hybrid precoding for multi-user millimeter wave systems,” IEEE Transactions on Wireless Communications, vol. 14, no. 11, pp. 6481–6494, 2015. doi: 10.1109/TWC.2015.2455980
|
[74] |
H. Tong and S. A. Zekavat, “Spatially correlated MIMO channel-generation via virtual channel representation,” IEEE Communications Letters, vol. 10, no. 5, pp. 332–334, 2006. doi: 10.1109/LCOMM.2006.1633313
|
[75] |
Z. H. Hong, K. Liu, R. W. Heath, et al., “Spatial multiplexing in correlated fading via the virtual channel representation,” IEEE Journal on Selected Areas in Communications, vol. 21, no. 5, pp. 856–866, 2003. doi: 10.1109/JSAC.2003.810361
|
[76] |
I. Sarris and A. Nix, “Design and performance assessment of maximum capacity MIMO architectures in line-of-sight,” IEE Proceedings-Communications, vol. 153, no. 4, pp. 482–488, 2006. doi: 10.1049/IP-COM:20050393
|
[77] |
F. Bohagen, P. Orten, and G. E. Oien, “Design of optimal high-rank line-of-sight MIMO channels,” IEEE Transactions on Wireless Communications, vol. 6, no. 4, pp. 1420–1425, 2007. doi: 10.1109/TWC.2007.348338
|
[78] |
M. Matthaiou, D. I. Laurenson, and C. X. Wang, “Capacity study of vehicle-to-roadside MIMO channels with a line-of-sight component,” in Proceedings of 2008 IEEE Wireless Communications and Networking Conference, Las Vegas, NV, USA, pp. 775–779, 2008.
|
[79] |
L. Yang, X. M. Pu, J. D. Yuan, et al., “Optimal precoding design for uniform linear antenna arrays with the spherical-wave model,” in Proceedings of 2019 IEEE/CIC International Conference on Communications in China, Changchun, China, pp. 823–827, 2019.
|
[80] |
A. Pizzo, L. Sanguinetti, and T. L. Marzetta, “Fourier plane-wave series expansion for holographic MIMO communications,” IEEE Transactions on Wireless Communications, vol. 21, no. 9, pp. 6890–6905, 2022. doi: 10.1109/TWC.2022.3152965
|
[81] |
E. Björnson, Ö. T. Demir, and L. Sanguinetti, “A primer on near-field beamforming for arrays and reconfigurable intelligent surfaces,” in Proceedings of 2021 55th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, pp. 105–112, 2021.
|
[82] |
K. T. Selvan and R. Janaswamy, “Fraunhofer and Fresnel distances: Unified derivation for aperture antennas,” IEEE Antennas and Propagation Magazine, vol. 59, no. 4, pp. 12–15, 2017. doi: 10.1109/MAP.2017.2706648
|
[83] |
M. Y. Cui and L. L. Dai, “Channel estimation for extremely large-scale MIMO: Far-field or near-field?,” IEEE Transactions on Communications, vol. 70, no. 4, pp. 2663–2677, 2022. doi: 10.1109/TCOMM.2022.3146400
|
[84] |
Y. Lu and L. L. Dai, “Near-field channel estimation in mixed LoS/NLoS environments for extremely large-scale MIMO systems,” IEEE Transactions on Communications, vol. 71, no. 6, pp. 3694–3707, 2023. doi: 10.1109/TCOMM.2023.3260242
|
[85] |
J. C. Tian, Y. Han, S. Jin, et al., “Near-field channel reconstruction in sensing RIS-assisted wireless communication systems,” IEEE Transactions on Wireless Communications, in press, 2024.
|
[86] |
S. Payami and F. Tufvesson, “Channel measurements and analysis for very large array systems at 2.6 GHz,” in Proceedings of 2012 6th European Conference on Antennas and Propagation, Prague, Czech Republic, pp. 433–437, 2012.
|
[87] |
Z. J. Dong and Y. Zeng, “Near-field spatial correlation for extremely large-scale array communications,” IEEE Communications Letters, vol. 26, no. 7, pp. 1534–1538, 2022. doi: 10.1109/LCOMM.2022.3170735
|
[88] |
Y. Han, M. Y. Li, S. Jin, et al., “Deep learning-based FDD non-stationary massive MIMO downlink channel reconstruction,” IEEE Journal on Selected Areas in Communications, vol. 38, no. 9, pp. 1980–1993, 2020. doi: 10.1109/JSAC.2020.3000836
|
[89] |
J. C. Tian, Y. Han, S. Jin, et al., “Low-overhead localization and VR identification for subarray-based ELAA systems,” IEEE Wireless Communications Letters, vol. 12, no. 5, pp. 784–788, 2023. doi: 10.1109/LWC.2023.3244000
|
[90] |
X. Yang, F. Cao, M. Matthaiou, et al., “On the uplink transmission of extra-large scale massive MIMO systems,” IEEE Transactions on Vehicular Technology, vol. 69, no. 12, pp. 15229–15243, 2020. doi: 10.1109/TVT.2020.3037317
|
[91] |
X. R. Li, S. D. Zhou, E. Björnson, et al., “Capacity analysis for spatially non-wide sense stationary uplink massive MIMO systems,” IEEE Transactions on Wireless Communications, vol. 14, no. 12, pp. 7044–7056, 2015. doi: 10.1109/TWC.2015.2464219
|
[92] |
D. W. M. Guerra and T. Abrão, “Clustered double-scattering channel modeling for XL-MIMO with uniform arrays,” IEEE Access, vol. 10, pp. 20173–20186, 2022. doi: 10.1109/ACCESS.2022.3152704
|
[93] |
A. Amiri, S. Rezaie, C. N. Manchón, et al., “Distributed receiver processing for extra-large MIMO arrays: A message passing approach,” IEEE Transactions on Wireless Communications, vol. 21, no. 4, pp. 2654–2667, 2022. doi: 10.1109/TWC.2021.3114380
|