Journal of Shandong University(Engineering Science) ›› 2025, Vol. 55 ›› Issue (1): 157-164.doi: 10.6040/j.issn.1672-3961.0.2023.304

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XL-MIMO hybrid-field channel estimation based on simultaneous weighted OMP algorithm

HUANG Huan, ZHANG Junxin   

  1. College of Information Science and Technology, Tibet University, Lhasa 850011, Xizang, China
  • Published:2025-02-20

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  • TN929.5
[1] 赵亚军, 郁光辉, 徐汉青. 6G移动通信网络: 愿景、挑战与关键技术[J]. 中国科学: 信息科学, 2019, 49(8): 963-987. ZHAO Yajun, YU Guanghui, XU Hanqing. 6G mobile communication networks: vision, challenges, and key technologies[J]. Scientia Sinica Informationis, 2019, 49(8): 963-987.
[2] 张平, 牛凯, 田辉, 等. 6G移动通信技术展望[J]. 通信学报, 2019, 40(1): 141-148. ZHANG Ping, NIU Kai, TIAN Hui, et al. Prospects of 6G mobile communication technology[J]. Journal on Communications, 2019, 40(1): 141-148.
[3] HU S, RUSEK F, EDFORS O. Beyond massive MIMO: the potential of data transmission with large intelligent surfaces[J]. IEEE Transactions on Signal Processing, 2018, 66(10): 2746-2758.
[4] 张芸莆, 游昌盛. 面向超大规模MIMO的混合远近场通信[J]. 无线电通信技术, 2023, 49(6): 1036-1041. ZHANG Yunpu, YOU Changsheng. Hybrid near-far field communication for ultra-large-scale MIMO[J]. Wireless Communication Technology, 2023, 49(6): 1036-1041.
[5] DE C E, ALI A, AMIRI A, et al. Non-stationarities in extra-large-scale massive MIMO[J]. IEEE Wireless Communications, 2020, 27(4): 74-80.
[6] GAO X, DAI L, HAN S, et al. Energy-efficient hybrid analog and digital precoding for mmWave MIMO systems with large antenna arrays[J]. IEEE Journal on Selected Areas in Communications, 2016, 34(4): 998-1009.
[7] HUANG Y, HE Y, HE W, et al. Channel estimation in massive MIMO systems based on generalized block adaptive matching pursuit algorithm[J]. IEEE Wireless Communications Letters, 2020, 9(12): 2098-2101.
[8] KE M, GAO Z, WU Y, et al. Compressive sensing-based adaptive active user detection and channel estimation: massive access meets massive MIMO[J]. IEEE Transactions on Signal Processing, 2020, 68: 764-779.
[9] MEI Y, GAO Z, WU Y, et al. Compressive sensing-based joint activity and data detection for grant-free massive IoT access[J]. IEEE Transactions on Wireless Communications, 2021, 21(3): 1851-1869.
[10] CUI M, DAI L. Near-field channel estimation for extremely large-scale MIMO with hybrid precoding[C] // Proceedings of the 2021 IEEE Global Communications Conference(GLOBECOM). Madrid, Spain: IEEE, 2021: 9685542.
[11] CUI M, DAI L. Channel estimation for extremely large-scale MIMO: far-field or near-field?[J]. IEEE Tran-sactions on Communications, 2022, 70(4): 2663-2677.
[12] CUI M, DAI L. Near-field wideband channel estimation for extremely large-scale MIMO[J]. Science China Information Sciences, 2023, 66(7): 172303.
[13] 崔铭尧, 谭竞搏, 戴凌龙. 面向信道簇模型的太赫兹宽带混合预编码[J]. 中国科学:信息科学, 2023, 53(4): 772-786. CUI Mingyao, TAN Jingbo, DAI Linglong. Channel cluster-based wideband hybrid precoding for terahertz communications[J]. Scientia Sinica Informationis, 2023, 53(4): 772-786.
[14] HAN Y, JIN S, WEN C K, et al. Channel estimation for extremely large-scale massive MIMO systems[J]. IEEE Wireless Communications Letters, 2020, 9(5): 633-637.
[15] WEI X, DAI L. Channel estimation for extremely large-scale massive MIMO: far-field, near-field, or hybrid-field?[J]. IEEE Communications Letters, 2021, 26(1): 177-181.
[16] LI Y, JIANG M. ADMM-based hybrid-field uplink channel estimation for extremely large-scale MIMO systems[C] //Proceedings of the 2023 IEEE/CIC International Conference on Communications in China(ICCC). Dalian, China: IEEE, 2023: 10233516.
[17] PENG X, ZHAO L, JIANG Y, et al. Channel estimation for extremely large-scale massive MIMO systems in hybrid-field channel[C] //Proceedings of the 2023 IEEE/CIC International Conference on Commun-ications in China(ICCC). Dalian, China: IEEE, 2023: 10233609.
[18] HU Z, CHEN C, JIN Y, et al. Hybrid-field channel estimation for extremely large-scale massive MIMO system[J]. IEEE Communications Letters, 2022, 27(1): 303-307.
[19] YANG W, LI M, LIU Q. A practical channel estimation strategy for XL-MIMO communication systems[J]. IEEE Communications Letters, 2023, 27(1): 1580-1583.
[20] RODRIGUEZ-FERNANDEZ J, GONZALEZ-PRELCIC N, VENUGOPAL K, et al. Frequency-domain compressive channel estimation for frequency-selective hybrid millimeter wave MIMO systems[J]. IEEE Transactions on Wireless Communications, 2018, 17(5): 2946-2960.
[21] HAGER W W. Updating the inverse of a matrix[J]. SIAM Review, 1989, 31(2): 221-239.
[22] HUANG H, ZHANG J, JIANG J. Low complexity hybrid-field channel estimation based on simultaneous weighted OMP algorithm in extreme large-scale MIMO systems[J]. IEEE Access, 2024, 12: 46551-46561.
[23] BJÖRCK Å. Numerical methods for least squares problems[M]. Philadelphia, USA: Society for Industrial and Applied Mathematics, 1996: 276-279.
[24] TAN J, DAI L. Wideband channel estimation for THz massive MIMO[J]. China Communications, 2021, 18(5): 66-80.
[25] 赵晔, 何潇, 周东华. 带有不准确测量噪声的最小二乘故障估计[J]. 山东大学学报(工学版), 2017, 47(5): 254-262. ZHAO Ye, HE Xiao, ZHOU Donghua. On least squares fault estimation with incorrect measurement noise statistics[J]. Journal of Shandong University(Engi-neering Science), 2017, 47(5): 254-262.
[26] TROPP J A, WAKIN M B, DUARTE M F, et al. Random filters for compressive sampling and reconstruction[C] //Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing. Toulouse, France: IEEE, 2006: 872-875.
[27] YIN B, WU M, STUDER C, et al. Implementation trade-offs for linear detection in large-scale MIMO systems[C] //Proceedings of the 2013 IEEE Inter-national Conference on Acoustics, Speech and Signal Processing. Vancouver, Canada: IEEE, 2013: 2679-2683.
[28] FERNANDES F, ASHIKHMIN A, MARZETTA T L. Inter-cell interference in noncooperative TDD large scale antenna systems[J]. IEEE Journal on Selected Areas in Communications, 2013, 31(2): 192-201.
[29] SONG B, GUI L, ZHANG W. Comb type pilot aided channel estimation in OFDM systems with transmit diversity[J]. IEEE Transactions on Broadcasting, 2006, 52(1): 50-57.
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