Performance Analysis and Resource Allocations for a WPCN With a New Nonlinear Energy Harvester Model

Wireless powered communication networks (WPCNs) are commonly analyzed by using the linear energy harvesting (EH) model. However, since practical EH circuits are non-linear, the use of the linear EH model gives rise to distortions and mismatches. To overcome these issues, we propose a more realistic,...

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Main Authors: Danyang Wang, Fatemeh Rezaei, Chintha Tellambura
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Open Journal of the Communications Society
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9187234/
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spelling doaj-5ca43d7b9f9043ee9febbb3025222e472021-03-29T18:57:01ZengIEEEIEEE Open Journal of the Communications Society2644-125X2020-01-0111403142410.1109/OJCOMS.2020.30223169187234Performance Analysis and Resource Allocations for a WPCN With a New Nonlinear Energy Harvester ModelDanyang Wang0https://orcid.org/0000-0002-2933-6216Fatemeh Rezaei1https://orcid.org/0000-0001-8234-7136Chintha Tellambura2https://orcid.org/0000-0002-9419-7195Department of Electrical and Computer Engineering, University of Alberta, Edmonton, CanadaDepartment of Electrical and Computer Engineering, University of Alberta, Edmonton, CanadaDepartment of Electrical and Computer Engineering, University of Alberta, Edmonton, CanadaWireless powered communication networks (WPCNs) are commonly analyzed by using the linear energy harvesting (EH) model. However, since practical EH circuits are non-linear, the use of the linear EH model gives rise to distortions and mismatches. To overcome these issues, we propose a more realistic, nonlinear EH model. The model is based upon the error function and has three parameters. Their values are determined to best fit with measured data. We also develop the asymptotic version of this model. For comparative evaluations, we consider the linear and rational EH models. With these four EH models, we investigate the performance of a WPCN. It contains a multiple-antenna power station (PS), a signal-antenna wireless device (WD), and a multiple-antenna information receiving station (IRS). The WD harvests the energy broadcast by the PS in the PS-WD link, and then it uses the energy in the WD-IRS link to transfer information. We analyze the average throughput of delay-limited and delay-tolerant transmission modes as well as the average bit error rate (BER) of binary phase-shift keying (BPSK) and binary differential phase-shift keying (BDPSK) over the four EH modes. As well, we derive the asymptotic expressions for the large PS antenna case and the effects of transmit power control. Furthermore, for the case of multiple WDs, we optimize energy beamforming and time allocation to maximize the minimum rate of the WDs. Finally, the performances of four EH models are validated by Monte-Carlo simulations.https://ieeexplore.ieee.org/document/9187234/Nonlinear energy harvestingwireless powered communications networkaverage throughputbit error rateresource allocation
collection DOAJ
language English
format Article
sources DOAJ
author Danyang Wang
Fatemeh Rezaei
Chintha Tellambura
spellingShingle Danyang Wang
Fatemeh Rezaei
Chintha Tellambura
Performance Analysis and Resource Allocations for a WPCN With a New Nonlinear Energy Harvester Model
IEEE Open Journal of the Communications Society
Nonlinear energy harvesting
wireless powered communications network
average throughput
bit error rate
resource allocation
author_facet Danyang Wang
Fatemeh Rezaei
Chintha Tellambura
author_sort Danyang Wang
title Performance Analysis and Resource Allocations for a WPCN With a New Nonlinear Energy Harvester Model
title_short Performance Analysis and Resource Allocations for a WPCN With a New Nonlinear Energy Harvester Model
title_full Performance Analysis and Resource Allocations for a WPCN With a New Nonlinear Energy Harvester Model
title_fullStr Performance Analysis and Resource Allocations for a WPCN With a New Nonlinear Energy Harvester Model
title_full_unstemmed Performance Analysis and Resource Allocations for a WPCN With a New Nonlinear Energy Harvester Model
title_sort performance analysis and resource allocations for a wpcn with a new nonlinear energy harvester model
publisher IEEE
series IEEE Open Journal of the Communications Society
issn 2644-125X
publishDate 2020-01-01
description Wireless powered communication networks (WPCNs) are commonly analyzed by using the linear energy harvesting (EH) model. However, since practical EH circuits are non-linear, the use of the linear EH model gives rise to distortions and mismatches. To overcome these issues, we propose a more realistic, nonlinear EH model. The model is based upon the error function and has three parameters. Their values are determined to best fit with measured data. We also develop the asymptotic version of this model. For comparative evaluations, we consider the linear and rational EH models. With these four EH models, we investigate the performance of a WPCN. It contains a multiple-antenna power station (PS), a signal-antenna wireless device (WD), and a multiple-antenna information receiving station (IRS). The WD harvests the energy broadcast by the PS in the PS-WD link, and then it uses the energy in the WD-IRS link to transfer information. We analyze the average throughput of delay-limited and delay-tolerant transmission modes as well as the average bit error rate (BER) of binary phase-shift keying (BPSK) and binary differential phase-shift keying (BDPSK) over the four EH modes. As well, we derive the asymptotic expressions for the large PS antenna case and the effects of transmit power control. Furthermore, for the case of multiple WDs, we optimize energy beamforming and time allocation to maximize the minimum rate of the WDs. Finally, the performances of four EH models are validated by Monte-Carlo simulations.
topic Nonlinear energy harvesting
wireless powered communications network
average throughput
bit error rate
resource allocation
url https://ieeexplore.ieee.org/document/9187234/
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AT fatemehrezaei performanceanalysisandresourceallocationsforawpcnwithanewnonlinearenergyharvestermodel
AT chinthatellambura performanceanalysisandresourceallocationsforawpcnwithanewnonlinearenergyharvestermodel
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