Nonlinear energy harvesting for millimeter wave networks with large-scale antennas

In this paper, an analytical framework is proposed to explore the potential of wireless power transfer (WPT) for a millimeter wave (mmWave) network with large-scale antennas. Prior works mostly focus on WPT systems with a linear energy harvesting (EH) model, which cannot properly capture the power d...

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Main Authors: Tran, Tuong Xuan, Wang, Wei, Luo, Sheng, Teh, Kah Chan
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2020
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Online Access:https://hdl.handle.net/10356/137164
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1371642020-03-04T05:26:49Z Nonlinear energy harvesting for millimeter wave networks with large-scale antennas Tran, Tuong Xuan Wang, Wei Luo, Sheng Teh, Kah Chan School of Electrical and Electronic Engineering Engineering::Electrical and electronic engineering mmWave Massive MIMO In this paper, an analytical framework is proposed to explore the potential of wireless power transfer (WPT) for a millimeter wave (mmWave) network with large-scale antennas. Prior works mostly focus on WPT systems with a linear energy harvesting (EH) model, which cannot properly capture the power dependent EH efficiency. On the other hand, based on a nonlinear EH model, the effect of practical EH circuit specifications on the EH performance can be analyzed. By using stochastic geometry approach, analytical and asymptotic expressions for the energy coverage probability, average harvested energy, and achievable rate are derived under different base station (BS) configuration and deployment scenarios. Numerical results provide interesting design insights that the EH circuit specifications significantly affect the network performance. Increasing the BS density and number of BS antennas can improve the network performance. Due to saturation of EH circuits, the typical receiver can only achieve finite maximum amount of harvested energy and achievable rate even when the BS has a large number of antennas. MOE (Min. of Education, S’pore) Accepted version 2020-03-04T05:26:49Z 2020-03-04T05:26:49Z 2018 Journal Article Tran, T. X., Wang, W., Luo, S., & Teh, K. C. (2018). Nonlinear energy harvesting for millimeter wave networks with large-scale antennas. IEEE Transactions on Vehicular Technology, 67(10), 9488-9498. doi:10.1109/TVT.2018.2856500 0018-9545 https://hdl.handle.net/10356/137164 10.1109/TVT.2018.2856500 2-s2.0-85049969529 10 67 9488 9498 en IEEE Transactions on Vehicular Technology © 2018 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The published version is available at: https://doi.org/10.1109/TVT.2018.2856500 application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic Engineering::Electrical and electronic engineering
mmWave
Massive MIMO
spellingShingle Engineering::Electrical and electronic engineering
mmWave
Massive MIMO
Tran, Tuong Xuan
Wang, Wei
Luo, Sheng
Teh, Kah Chan
Nonlinear energy harvesting for millimeter wave networks with large-scale antennas
description In this paper, an analytical framework is proposed to explore the potential of wireless power transfer (WPT) for a millimeter wave (mmWave) network with large-scale antennas. Prior works mostly focus on WPT systems with a linear energy harvesting (EH) model, which cannot properly capture the power dependent EH efficiency. On the other hand, based on a nonlinear EH model, the effect of practical EH circuit specifications on the EH performance can be analyzed. By using stochastic geometry approach, analytical and asymptotic expressions for the energy coverage probability, average harvested energy, and achievable rate are derived under different base station (BS) configuration and deployment scenarios. Numerical results provide interesting design insights that the EH circuit specifications significantly affect the network performance. Increasing the BS density and number of BS antennas can improve the network performance. Due to saturation of EH circuits, the typical receiver can only achieve finite maximum amount of harvested energy and achievable rate even when the BS has a large number of antennas.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Tran, Tuong Xuan
Wang, Wei
Luo, Sheng
Teh, Kah Chan
format Article
author Tran, Tuong Xuan
Wang, Wei
Luo, Sheng
Teh, Kah Chan
author_sort Tran, Tuong Xuan
title Nonlinear energy harvesting for millimeter wave networks with large-scale antennas
title_short Nonlinear energy harvesting for millimeter wave networks with large-scale antennas
title_full Nonlinear energy harvesting for millimeter wave networks with large-scale antennas
title_fullStr Nonlinear energy harvesting for millimeter wave networks with large-scale antennas
title_full_unstemmed Nonlinear energy harvesting for millimeter wave networks with large-scale antennas
title_sort nonlinear energy harvesting for millimeter wave networks with large-scale antennas
publishDate 2020
url https://hdl.handle.net/10356/137164
_version_ 1681040519630684160