|
|
|
| Performance Analysis for One-bit Massive MIMO Systems Based on Large Scale Fading Model in Antenna-array Domain |
| LIU Liu①② LI Yongzhi① TAO Cheng①② CHEN Houjin① |
①(Institute of Broadband Wireless Mobile Communications, Beijing Jiaotong University, Beijing 100044, China)
②(National Mobile Communications Research Laboratory, Southeast University, Nanjing 211189, China) |
|
|
|
|
Abstract Based on the large scale fading channel model in antenna-array domain, this paper investigates the uplink performance for a massive MIMO system, where each antenna is equipped with one-bit Analog-to-Digital Converters (ADCs). A closed-form expression for the uplink achievable rate with Maximum Ratio Combining (MRC) receiver is derived, and the power efficiency performance, as well as the comparison between the one-bit systems and the conventional system with infinite resolution ADCs are investigated. Numerical results are presented to verify the analytical results.
|
|
Received: 16 November 2016
Published: 06 April 2017
|
|
|
| Fund: Beijing Nova Programme (Z161100004916068), Fundamental Research Funds for the Central Universities (2017JBM306), The Natioual Natural Science Foundation of China (61471027), The Research Fund of National Mobile Communications Research Laboratory, Southeast University (2014D05, 2017D01), Beijing Natural Science Foundation Project (4152043) |
|
Corresponding Authors:
LIU Liu
E-mail: liuliu@bjtu.edu.cn
|
|
|
|
| [1] |
MARZETTA T L. Noncooperative cellular wireless with unlimited numbers of base station antennas[J]. IEEE Transactions on Wireless Communications, 2010, 9(11): 3590-3600. doi: 10.1109/TWC.2010.092810.091092.
|
| [2] |
NGO H Q, LARSSON E G, and MARZETTA T L. Energy and spectral efficiency of very large multiuser MIMO systems [J]. IEEE Transactions on Communications, 2013, 61(4): 1436-1449. doi: 10.1109/TCOMM.2013.020413.110848.
|
| [3] |
MEZGHANI A and NOSSEK J A. Analysis of Rayleigh- fading channels with 1-bit quantized output[C]. IEEE International Symposium on Information Theory, Toronto, 2008: 260-264.
|
| [4] |
NOSSEK J A and IVRLA M T. Capacity and coding for quantized MIMO systems[C]. International Conference on Wireless Communications and Mobile Computing, ACM, 2006: 1387-1392.
|
| [5] |
SINGH J, DABEER O, and MADHOW U. On the limits of communication with low-precision analog-to-digital conversion at the receiver[J]. IEEE Transactions on Communications, 2009, 52(12): 3629-3639. doi: 10.1109/ TCOMM.2009.12.080559.
|
| [6] |
MOLLÉN C, CHOI J, LARSSON E G, et al. Uplink performance of wideband massive MIMO with one-bit ADCs[J]. IEEE Transactions on Wireless Communications, 2017, 16(1): 87-100. doi: 10.1109/TWC.2016.2619343.
|
| [7] |
LI Y, TAO C, LIU L, et al. Channel estimation and uplink achievable rates in one-bit massive MIMO systems[C]. IEEE Sensor Array and Multichannel Signal Processing Workshop, Rio de Janerio, 2016: 1-5.
|
| [8] |
LIU L, MATOLAK D W, TAO C, et al. Geometry based large scale attenuation over linear massive MIMO systems[C]. European Conference on Antennas and Propagation, Davos, 2016: 1-5.
|
| [9] |
LIU L, MATOLAK D W, TAO C, et al. Channel capacity investigation of a linear massive MIMO system using spherical wave model in LOS scenarios[J]. Science China Information Sciences, 2016, 59(2): 1-15. doi: 10.1007/ s11432-015-5512-6.
|
| [10] |
HASSIBI B and HOCHWALD B M. How much training is needed in multiple-antenna wireless links?[J]. IEEE Transactions on Information Theory, 2003, 49(4): 951-963. doi: 10.1109/TIT.2003.809594.
|
| [11] |
JOSE J, ASHIKHMIN A, MARZETTA T L, et al. Pilot contamination and precoding in multi-cell TDD systems[J]. IEEE Transactions on Wireless Communications, 2011, 10(8): 2640-2651. doi: 10.1109/TWC.2011.060711.101155.
|
|
|
|
