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...

Full description

Bibliographic Details
Main Authors: Muhammad Irshad Zahoor, Zheng Dou, Syed Bilal Hussain Shah, Imran Ullah Khan, Sikander Ayub, Thippa Reddy Gadekallu
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/21/6213
id doaj-8bc5f9ff53194ae2b9a769ee6ac9ade9
record_format Article
spelling 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
_version_ 1724445013786492928