K Mawatwal, D Sen, R Roy - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
In this paper, we have addressed the problem of channel estimation in massive MIMO systems, because the large scale benefits of massive MIMO relies on the accuracy of …
In this letter, we propose an iterative algorithm for the joint estimation of the channel covariance matrices and the channel vector for the spatially-correlated massive MIMO …
Massive multiple-input multiple-output (MIMO) is one of the most promising tech-nologies in 5G systems. The base station (BS) is equipped with a much larger number of antennas in …
X Chen, C Cheng, X Lu, J Gong - 2017 23rd Asia-Pacific …, 2017 - ieeexplore.ieee.org
Massive MIMO technique is expected to greatly improve spectrum efficiency as well as energy efficiency of a communication system. However, to obtain the benefits, the system …
Massive multiple input multiple output (MIMO) technology can support every cell which has a base station (BS) with a large number of antennas and simultaneous use of the same …
Z Li, B Wang, Y Sun, F Yan, S Xing… - 2017 9th International …, 2017 - ieeexplore.ieee.org
An improved MMSE method aimed to reduce the computational burden is proposed in this paper. In the method, the covariance matrix inversion is approximated by the expansion of N …
P Su, Y Wang - Wireless Personal Communications, 2019 - Springer
In this paper, we study the uplink channel estimation based on machine learning algorithm in massive MIMO systems. Based on the sparsity of channel gains in the beam domain, we …
T Fang, G Zeng - Proceedings of the 2nd International Conference on …, 2018 - dl.acm.org
A new block low-rank channel estimation algorithm is put forward for the problem that the complexity of the channel estimator matrix inverse computation for the traditional linear …
X Jing, X Wang, X Lan, L Wan - International Conference on Wireless …, 2021 - Springer
In millimeter wave (mmWave) massive multiple-input multiple-output (MIMO) system with hybrid precoding structure, the channel estimation is a huge challenge. The paper proposes …