Beamforming and Reflection Coefficient Control for Multiantenna Backscatter Communication With Nonorthogonal Multiple Access

For ultralow-power Internet of Things, we consider a monostatic multiantenna backscatter communication network (MBCN) supporting massive devices through nonorthogonal multiple access (NOMA) over space division multiple access (SDMA). For the network, we optimize the transmit beamforming (BF) for sig...

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Main Authors: Gerardo Sacarelo, Yun Hee Kim
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9400362/
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spelling doaj-8564e1d7d70344b28007664debd1f7132021-04-16T23:00:25ZengIEEEIEEE Access2169-35362021-01-019561045611410.1109/ACCESS.2021.30724819400362Beamforming and Reflection Coefficient Control for Multiantenna Backscatter Communication With Nonorthogonal Multiple AccessGerardo Sacarelo0https://orcid.org/0000-0002-7210-5413Yun Hee Kim1https://orcid.org/0000-0003-1013-7046Department of Electronics and Information Convergence Engineering, Kyung Hee University, Yongin, South KoreaDepartment of Electronics and Information Convergence Engineering, Kyung Hee University, Yongin, South KoreaFor ultralow-power Internet of Things, we consider a monostatic multiantenna backscatter communication network (MBCN) supporting massive devices through nonorthogonal multiple access (NOMA) over space division multiple access (SDMA). For the network, we optimize the transmit beamforming (BF) for signal excitation of a reader, reflection coefficients of devices for backscattering and energy harvesting, and receive BF for information decoding at the reader toward the maximum fairness in data collection. We first show that the optimization problem for the MBCN without successive interference cancellation (SIC) has a similarity with the problem considered for a wireless power communication network but the conventional algorithm is not applicable to the MBCN with SIC. Thus, we propose a new alternating optimization algorithm that is applicable to both problems with and without SIC at a lower complexity. Simulation results show that the proposed algorithm provides a remarkable gain over the conventional one for the MBCN with SIC while exhibiting a similar performance for the MBCN without SIC. In addition, NOMA/SDMA enhanced by the proposed algorithm increases the minimum system throughput as well as the total energy harvested in the network by utilizing limited resources more effectively for a larger number of devices.https://ieeexplore.ieee.org/document/9400362/Backscatter communicationbeamformingnonorthogonal multiple accessreflection coefficientsuccessive interference cancellation
collection DOAJ
language English
format Article
sources DOAJ
author Gerardo Sacarelo
Yun Hee Kim
spellingShingle Gerardo Sacarelo
Yun Hee Kim
Beamforming and Reflection Coefficient Control for Multiantenna Backscatter Communication With Nonorthogonal Multiple Access
IEEE Access
Backscatter communication
beamforming
nonorthogonal multiple access
reflection coefficient
successive interference cancellation
author_facet Gerardo Sacarelo
Yun Hee Kim
author_sort Gerardo Sacarelo
title Beamforming and Reflection Coefficient Control for Multiantenna Backscatter Communication With Nonorthogonal Multiple Access
title_short Beamforming and Reflection Coefficient Control for Multiantenna Backscatter Communication With Nonorthogonal Multiple Access
title_full Beamforming and Reflection Coefficient Control for Multiantenna Backscatter Communication With Nonorthogonal Multiple Access
title_fullStr Beamforming and Reflection Coefficient Control for Multiantenna Backscatter Communication With Nonorthogonal Multiple Access
title_full_unstemmed Beamforming and Reflection Coefficient Control for Multiantenna Backscatter Communication With Nonorthogonal Multiple Access
title_sort beamforming and reflection coefficient control for multiantenna backscatter communication with nonorthogonal multiple access
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2021-01-01
description For ultralow-power Internet of Things, we consider a monostatic multiantenna backscatter communication network (MBCN) supporting massive devices through nonorthogonal multiple access (NOMA) over space division multiple access (SDMA). For the network, we optimize the transmit beamforming (BF) for signal excitation of a reader, reflection coefficients of devices for backscattering and energy harvesting, and receive BF for information decoding at the reader toward the maximum fairness in data collection. We first show that the optimization problem for the MBCN without successive interference cancellation (SIC) has a similarity with the problem considered for a wireless power communication network but the conventional algorithm is not applicable to the MBCN with SIC. Thus, we propose a new alternating optimization algorithm that is applicable to both problems with and without SIC at a lower complexity. Simulation results show that the proposed algorithm provides a remarkable gain over the conventional one for the MBCN with SIC while exhibiting a similar performance for the MBCN without SIC. In addition, NOMA/SDMA enhanced by the proposed algorithm increases the minimum system throughput as well as the total energy harvested in the network by utilizing limited resources more effectively for a larger number of devices.
topic Backscatter communication
beamforming
nonorthogonal multiple access
reflection coefficient
successive interference cancellation
url https://ieeexplore.ieee.org/document/9400362/
work_keys_str_mv AT gerardosacarelo beamformingandreflectioncoefficientcontrolformultiantennabackscattercommunicationwithnonorthogonalmultipleaccess
AT yunheekim beamformingandreflectioncoefficientcontrolformultiantennabackscattercommunicationwithnonorthogonalmultipleaccess
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