Pilot Decontamination Using Asynchronous Fractional Pilot Scheduling in Massive MIMO Systems
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 P...
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doaj-8bc5f9ff53194ae2b9a769ee6ac9ade92020-11-25T04:01:57ZengMDPI AGSensors1424-82202020-10-01206213621310.3390/s20216213Pilot Decontamination Using Asynchronous Fractional Pilot Scheduling in Massive MIMO SystemsMuhammad Irshad Zahoor0Zheng Dou1Syed Bilal Hussain Shah2Imran Ullah Khan3Sikander Ayub4Thippa Reddy Gadekallu5College of Information and Communication Engineering, Harbin Engineering University, Harbin 150001, ChinaCollege of Information and Communication Engineering, Harbin Engineering University, Harbin 150001, ChinaSchool of Software, Dalian University of Technology, Dalian 116000, ChinaCollege of Underwater Acoustics Engineering, Harbin Engineering University, Harbin 150001, ChinaCollege of Information and Communication Engineering, Harbin Engineering University, Harbin 150001, ChinaSchool of Information Technology and Engineering, VIT-Vellore, Tamil Nadu 632014, IndiaDue 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.https://www.mdpi.com/1424-8220/20/21/6213massive MIMOpilot contaminationfractional pilot reuseasynchronous fractional pilot scheduling |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Muhammad Irshad Zahoor Zheng Dou Syed Bilal Hussain Shah Imran Ullah Khan Sikander Ayub Thippa Reddy Gadekallu |
spellingShingle |
Muhammad Irshad Zahoor Zheng Dou Syed Bilal Hussain Shah Imran Ullah Khan Sikander Ayub Thippa Reddy Gadekallu Pilot Decontamination Using Asynchronous Fractional Pilot Scheduling in Massive MIMO Systems Sensors massive MIMO pilot contamination fractional pilot reuse asynchronous fractional pilot scheduling |
author_facet |
Muhammad Irshad Zahoor Zheng Dou Syed Bilal Hussain Shah Imran Ullah Khan Sikander Ayub Thippa Reddy Gadekallu |
author_sort |
Muhammad Irshad Zahoor |
title |
Pilot Decontamination Using Asynchronous Fractional Pilot Scheduling in Massive MIMO Systems |
title_short |
Pilot Decontamination Using Asynchronous Fractional Pilot Scheduling in Massive MIMO Systems |
title_full |
Pilot Decontamination Using Asynchronous Fractional Pilot Scheduling in Massive MIMO Systems |
title_fullStr |
Pilot Decontamination Using Asynchronous Fractional Pilot Scheduling in Massive MIMO Systems |
title_full_unstemmed |
Pilot Decontamination Using Asynchronous Fractional Pilot Scheduling in Massive MIMO Systems |
title_sort |
pilot decontamination using asynchronous fractional pilot scheduling in massive mimo systems |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2020-10-01 |
description |
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. |
topic |
massive MIMO pilot contamination fractional pilot reuse asynchronous fractional pilot scheduling |
url |
https://www.mdpi.com/1424-8220/20/21/6213 |
work_keys_str_mv |
AT muhammadirshadzahoor pilotdecontaminationusingasynchronousfractionalpilotschedulinginmassivemimosystems AT zhengdou pilotdecontaminationusingasynchronousfractionalpilotschedulinginmassivemimosystems AT syedbilalhussainshah pilotdecontaminationusingasynchronousfractionalpilotschedulinginmassivemimosystems AT imranullahkhan pilotdecontaminationusingasynchronousfractionalpilotschedulinginmassivemimosystems AT sikanderayub pilotdecontaminationusingasynchronousfractionalpilotschedulinginmassivemimosystems AT thippareddygadekallu pilotdecontaminationusingasynchronousfractionalpilotschedulinginmassivemimosystems |
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