ZTE Communications ›› 2022, Vol. 20 ›› Issue (1): 48-56.DOI: 10.12142/ZTECOM.202201007
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SHAO Zhichao, YAN Wenjing, YUAN Xiaojun()
Received:
2021-12-27
Online:
2022-03-25
Published:
2022-04-06
About author:
SHAO Zhichao received the B.S. degree in information engineering from Xidian University, China in 2012, the M.S. degree in electrical engineering from Technische Universit?t Dresden, Germany in 2016, and the Ph.D. degree in electrical engineering from the Pontifical Catholic University of Rio de Janeiro, Brazil in 2020. Currently, he is a post-doctoral researcher with the National Key Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China (UESTC). His research interests lie in communications and signal processing.|YAN Wenjing received the B.S. degree from Chongqing University, China in 2018, and the M.S. degree from University of Electronic Science and Technology of China (UESTC) in 2021. She is currently pursuing the Ph.D. degree with the Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology (HKUST), China. Her contribution to the work in this paper was done when she was with UESTC.|YUAN Xiaojun (SHAO Zhichao, YAN Wenjing, YUAN Xiaojun. Markovian Cascaded Channel Estimation for RIS Aided Massive MIMO Using 1‑Bit ADCs and Oversampling[J]. ZTE Communications, 2022, 20(1): 48-56.
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Figure 3 NMSE of G and H comparisons between the multi-bit systems with Nyquist rate (M=1) and the 1-bit systems with multi-fold oversampling under uncorrelated channel
Figure 4 NMSE of G and H comparisons between the multi-bit systems with Nyquist rate (M=1) and the 1-bit systems with multi-fold oversampling under correlated channel
1 |
LARSSON E G, EDFORS O, TUFVESSON F, et al. Massive MIMO for next generation wireless systems [J]. IEEE communications magazine, 2014, 52(2): 186–195. DOI: 10.1109/MCOM.2014.6736761
DOI |
2 |
LIASKOS C, NIE S, TSIOLIARIDOU A, et al. A new wireless communication paradigm through software-controlled metasurfaces [J]. IEEE communications magazine, 2018, 56(9): 162–169. DOI: 10.1109/MCOM.2018.1700659
DOI |
3 |
JAMALI V, TULINO A M, FISCHER G, et al. Intelligent surface-aided transmitter architectures for millimeter-wave ultra massive MIMO systems [J]. IEEE open journal of the communications society, 2020, 2: 144–167. DOI: 10.1109/OJCOMS.2020.3048063
DOI |
4 |
TAHA A, ALRABEIAH M, ALKHATEEB A. Enabling large intelligent surfaces with compressive sensing and deep learning [J]. IEEE access, 2021, 9: 44304–44321. DOI: 10.1109/ACCESS.2021.3064073
DOI |
5 |
ARDAH K, GHEREKHLOO S, DE ALMEIDA A L F, et al. TRICE: A channel estimation framework for RIS-aided millimeter-wave MIMO systems [J]. IEEE signal processing letters, 2021, 28: 513–517. DOI: 10.1109/LSP.2021.3059363
DOI |
6 |
HE Z Q, YUAN X J. Cascaded channel estimation for large intelligent metasurface assisted massive MIMO [J]. IEEE wireless communications letters, 2020, 9(2): 210–214. DOI: 10.1109/LWC.2019.2948632
DOI |
7 |
WANG P L, FANG J, DUAN H P, et al. Compressed channel estimation for intelligent reflecting surface-assisted millimeter wave systems [J]. IEEE signal processing letters, 2020, 27: 905–909. DOI: 10.1109/LSP.2020.2998357
DOI |
8 | HE Z Q, LIU H, YUAN X J, et al. Semi-blind cascaded channel estimation for reconfigurable intelligent surface aided massive MIMO [EB/OL]. [2021-11-15]. |
9 |
WALDEN R H. Analog-to-digital converter survey and analysis [J]. IEEE journal on selected areas in communications, 1999, 17(4): 539–550. DOI: 10.1109/49.761034
DOI |
10 |
MO J H, HEATH R W. Capacity analysis of one-bit quantized MIMO systems with transmitter channel state information [J]. IEEE transactions on signal processing, 2015, 63(20): 5498–5512. DOI: 10.1109/TSP.2015.2455527
DOI |
11 |
LI Y Z, TAO C, SECO-GRANADOS G, et al. Channel estimation and performance analysis of one-bit massive MIMO systems [J]. IEEE transactions on signal processing, 2017, 65(15): 4075–4089. DOI: 10.1109/TSP.2017.2706179
DOI |
12 |
SHAO Z C, DE LAMARE R C, LANDAU L T N. Iterative detection and decoding for large-scale multiple-antenna systems with 1-bit ADCs [J]. IEEE wireless communications letters, 2018, 7(3): 476–479. DOI: 10.1109/LWC.2017.2787159
DOI |
13 |
SHAO Z C, LANDAU L T N, DE LAMARE R C. Channel estimation for large-scale multiple-antenna systems using 1-bit ADCs and oversampling [J]. IEEE access, 2020, 8: 85243–85256. DOI: 10.1109/ACCESS.2020.2992246
DOI |
14 |
SHAO Z C, LANDAU L T N, DE LAMARE R C. Dynamic oversampling for 1-bit ADCs in large-scale multiple-antenna systems [J]. IEEE transactions on communications, 2021, 69(5): 3423–3435. DOI: 10.1109/TCOMM.2021.3059303
DOI |
15 | BUSSGANG J J. Crosscorrelation functions of amplitude-distorted Gaussian signals [R]. Cambridge, USA: Massachusetts Institute of Technology, 1952 |
16 |
JACOVITTI G, NERI A. Estimation of the autocorrelation function of complex Gaussian stationary processes by amplitude clipped signals [J]. IEEE transactions on information theory, 1994, 40(1): 239–245. DOI: 10.1109/18.272490
DOI |
17 |
WEN C K, WANG C J, JIN S, et al. Bayes-optimal joint channel-and-data estimation for massive MIMO with low-precision ADCs [J]. IEEE transactions on signal processing, 2016, 64(10): 2541–2556. DOI: 10.1109/TSP.2015.2508786
DOI |
18 |
ROTH K, NOSSEK J A. Achievable rate and energy efficiency of hybrid and digital beamforming receivers with low resolution ADC [J]. IEEE journal on selected areas in communications, 2017, 35(9): 2056–2068. DOI: 10.1109/JSAC.2017.2720398
DOI |
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