College of Information and Communication Engineering, Harbin Engineering University, Harbin 150001, China.
School of Software, Dalian University of Technology, Dalian 116000, China.
Sensors (Basel). 2020 Oct 30;20(21):6213. doi: 10.3390/s20216213.
Due to large spectral efficiency and low power consumption, the Massive Multiple-Input-Multiple-Output (MIMO) became a promising technology for the 5G system. However, pilot contamination (PC) limits the performance of massive MIMO systems. Therefore, two pilot scheduling schemes (i.e., Fractional Pilot Reuse (FPR) and asynchronous fractional pilot scheduling scheme (AFPS)) are proposed, which significantly mitigated the PC in the uplink time division duplex (TDD) massive MIMO system. In the FPR scheme, all the users are distributed into the central cell and edge cell users depending upon their signal to interference plus noise ratio (SINR). Further, the capacity of central and edge users is derived in terms of sum-rate, and the ideal number of the pilot is calculated which significantly maximized the sum rate. In the proposed AFPS scheme, the users are grouped into central users and edge users depending upon the interference they receive. The central users are assigned the same set of pilots because these users are less affected by interference, while the edge users are assigned the orthogonal pilots because these users are severely affected by interference. Consequently, the pilot overhead is reduced and inter-cell interference (ICI) is minimized. Further, results verify that the proposed schemes outperform the previous proposed traditional schemes, in terms of improved sum rates.
由于大规模多输入多输出(MIMO)具有很高的频谱效率和低功耗,因此成为 5G 系统的一项有前途的技术。然而,导频污染(PC)限制了大规模 MIMO 系统的性能。因此,提出了两种导频调度方案(即分数导频复用(FPR)和异步分数导频调度方案(AFPS)),这两种方案显著减轻了上行时分双工(TDD)大规模 MIMO 系统中的 PC。在 FPR 方案中,所有用户根据其信号干扰加噪声比(SINR)分布到中心小区用户和边缘小区用户。进一步,以和速率为基础导出中心用户和边缘用户的容量,并计算出理想的导频数,从而显著最大化和速率。在提出的 AFPS 方案中,根据用户接收的干扰将用户分为中心用户和边缘用户。由于这些用户受干扰的影响较小,因此为中心用户分配相同的一组导频;而由于这些用户受干扰的影响较大,因此为边缘用户分配正交导频。因此,减少了导频开销并最小化了小区间干扰(ICI)。进一步的结果验证,与之前提出的传统方案相比,所提出的方案在提高和速率方面表现更好。