Design and Testbed Implementation of Multiuser CFOs Estimation for MIMO SC-FDMA System

被引:2
|
作者
Kumar, Sushant [1 ]
Majhi, Sudhan [2 ]
机构
[1] Indian Inst Informat Technol, Dept Elect & Commun Engn, Pune 411048, Maharashtra, India
[2] Indian Inst Sci, Dept Elect Commun Engn, Bangalore 560012, Karnataka, India
关键词
Estimation; MIMO communication; Uplink; Covariance matrices; Signal to noise ratio; Receiving antennas; Transmitting antennas; MIMO; multiple CFOs estimation; orthogonal propagator method; SC-FDMA; CARRIER-FREQUENCY OFFSET; BLIND MODULATION CLASSIFICATION; CHANNEL ESTIMATION; MULTIPLE CFOS; OFDM SYSTEMS; UPLINK; SYNCHRONIZATION; COMPENSATION;
D O I
10.1109/TSP.2022.3165761
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, we propose and implement blind multiuser carrier frequency offsets (CFOs) estimation for multi-input multi-output (MIMO) single carrier frequency division multiple access (SC-FDMA) uplink system using orthogonal propagator method (OPM) over a noisy frequency-selective channel. The performance of typical OPM is limited at low signal-to-noise ratio (SNR) due to its noise-free signal model. The additive white Gaussian noise mainly impacts the diagonal elements of the data covariance matrix (DCM) of the received signal. First, the proposed fractional CFOs estimator minimizes the noise effect by reconstructing the denoised diagonal elements of the DCM for the received signal through cubic Hermite interpolation. Therefore, we use modified OPM to estimate multiple CFOs for MIMO SC-FDMA systems. Second, we have used an iterative method based on the first-order Taylor series approximation of the CFO vector to avoid peak ambiguity and reduce the number of iterations required in the grid search. The mean square error of the proposed CFO estimator considerably improves compared with the existing methods at a low SNR regime. The bit error rate performance of the proposed method for MIMO SC-FDMA is also compared with the existing methods. Finally, the proposed estimator is validated by implementing it on radio frequency hardware testbed over an indoor propagation environment.
引用
收藏
页码:1880 / 1889
页数:10
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