Unified Derivation of Optimal Feedback Rate in Downlink Cellular Systems With Multi-Antenna Base Stations

A downlink cellular network in which base stations (BSs) are distributed according to a homogeneous Poisson point process is considered. Each BS simultaneously serves multiple single-antenna users for downlink transmission; zero-forcing beamforming (ZFBF) is used for spatial division multiplexing. E...

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Main Authors: Yun-Seong Kang, Moonsik Min
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8891758/
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spelling doaj-f2b8b0edee594a47b7feb4a449d64f8f2021-03-30T00:38:26ZengIEEEIEEE Access2169-35362019-01-01716187116188610.1109/ACCESS.2019.29515868891758Unified Derivation of Optimal Feedback Rate in Downlink Cellular Systems With Multi-Antenna Base StationsYun-Seong Kang0https://orcid.org/0000-0001-6816-5643Moonsik Min1https://orcid.org/0000-0002-1206-3805Research and Development Center, LG Display, Paju, South KoreaDepartment of Electronics, Information and Communication Engineering, Mokpo National University, Muan, South KoreaA downlink cellular network in which base stations (BSs) are distributed according to a homogeneous Poisson point process is considered. Each BS simultaneously serves multiple single-antenna users for downlink transmission; zero-forcing beamforming (ZFBF) is used for spatial division multiplexing. Each user quantizes and feeds back the channel state information (CSI) to the transmitter to ensure that at least partial CSI is available at the transmitter. The net spectral efficiency is introduced as a main performance metric; it measures the net profit achieved by using limited-feedback-based ZFBF. This paper mainly analyzes the optimal number of feedback bits that maximizes the net spectral efficiency. The optimal number is analyzed with respect to various important system parameters by extending and generalizing previous studies. Specifically, this paper analyzes the asymptotic behaviors of the optimal number with respect to the signal-to-noise ratio (SNR) and the channel coherence time; it does so by providing close approximations to the optimal number that is generally satisfied regardless of the values of the SNR, number of users, path loss exponent, and channel coherence time. It is demonstrated by simulation that the proposed approximations are extremely close to the optimal number on the region of interest of the system parameters.https://ieeexplore.ieee.org/document/8891758/Multiple-input multiple-output (MIMO)cellular networkzero-forcing beamforming (ZFBF)limited feedbackspectral efficiency
collection DOAJ
language English
format Article
sources DOAJ
author Yun-Seong Kang
Moonsik Min
spellingShingle Yun-Seong Kang
Moonsik Min
Unified Derivation of Optimal Feedback Rate in Downlink Cellular Systems With Multi-Antenna Base Stations
IEEE Access
Multiple-input multiple-output (MIMO)
cellular network
zero-forcing beamforming (ZFBF)
limited feedback
spectral efficiency
author_facet Yun-Seong Kang
Moonsik Min
author_sort Yun-Seong Kang
title Unified Derivation of Optimal Feedback Rate in Downlink Cellular Systems With Multi-Antenna Base Stations
title_short Unified Derivation of Optimal Feedback Rate in Downlink Cellular Systems With Multi-Antenna Base Stations
title_full Unified Derivation of Optimal Feedback Rate in Downlink Cellular Systems With Multi-Antenna Base Stations
title_fullStr Unified Derivation of Optimal Feedback Rate in Downlink Cellular Systems With Multi-Antenna Base Stations
title_full_unstemmed Unified Derivation of Optimal Feedback Rate in Downlink Cellular Systems With Multi-Antenna Base Stations
title_sort unified derivation of optimal feedback rate in downlink cellular systems with multi-antenna base stations
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2019-01-01
description A downlink cellular network in which base stations (BSs) are distributed according to a homogeneous Poisson point process is considered. Each BS simultaneously serves multiple single-antenna users for downlink transmission; zero-forcing beamforming (ZFBF) is used for spatial division multiplexing. Each user quantizes and feeds back the channel state information (CSI) to the transmitter to ensure that at least partial CSI is available at the transmitter. The net spectral efficiency is introduced as a main performance metric; it measures the net profit achieved by using limited-feedback-based ZFBF. This paper mainly analyzes the optimal number of feedback bits that maximizes the net spectral efficiency. The optimal number is analyzed with respect to various important system parameters by extending and generalizing previous studies. Specifically, this paper analyzes the asymptotic behaviors of the optimal number with respect to the signal-to-noise ratio (SNR) and the channel coherence time; it does so by providing close approximations to the optimal number that is generally satisfied regardless of the values of the SNR, number of users, path loss exponent, and channel coherence time. It is demonstrated by simulation that the proposed approximations are extremely close to the optimal number on the region of interest of the system parameters.
topic Multiple-input multiple-output (MIMO)
cellular network
zero-forcing beamforming (ZFBF)
limited feedback
spectral efficiency
url https://ieeexplore.ieee.org/document/8891758/
work_keys_str_mv AT yunseongkang unifiedderivationofoptimalfeedbackrateindownlinkcellularsystemswithmultiantennabasestations
AT moonsikmin unifiedderivationofoptimalfeedbackrateindownlinkcellularsystemswithmultiantennabasestations
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