EICIC configuration of downlink and uplink decoupling with SWIPT in 5G dense IoT HetNets

Interference management and power transfer can provide a significant improvement over the 5th generation mobile networks (5G) dense Internet of Things (IoT) heterogeneous networks (HetNets). In this paper, we present a novel approach to simultaneously manage inferences at the downlink (DL) and uplin...

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Main Authors: Zheng, Jie, Gao, Ling, Zhang, Haijun, Niyato, Dusit, Ren, Jie, Wang, Hai, Guo, Hongbo, Wang, Zheng
Other Authors: School of Computer Science and Engineering
Format: Article
Language:English
Published: 2022
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Online Access:https://hdl.handle.net/10356/162971
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1629712022-11-14T04:08:42Z EICIC configuration of downlink and uplink decoupling with SWIPT in 5G dense IoT HetNets Zheng, Jie Gao, Ling Zhang, Haijun Niyato, Dusit Ren, Jie Wang, Hai Guo, Hongbo Wang, Zheng School of Computer Science and Engineering Engineering::Computer science and engineering Enhanced Inter-Cell Interference Coordination Internet of Things Interference management and power transfer can provide a significant improvement over the 5th generation mobile networks (5G) dense Internet of Things (IoT) heterogeneous networks (HetNets). In this paper, we present a novel approach to simultaneously manage inferences at the downlink (DL) and uplink (UL), and to identify opportunities for power transfer and additional UL transmissions integrated with existing protocols and infrastructures for enhanced inter-cell interference coordination (eICIC) protocol in dense IoT HetNets, while considering practical non-linear energy harvesting (EH) model. The design is formulated as the joint optimization of interference aware UL/DL decoupling, airtime resource allocation and energy transfer. The key insight of our algorithm is to translate the original, intractable joint-optimization problem into a problem space where a good approximate solution can be quickly found. We evaluate our scheme through theoretical analysis and simulation. The evaluation shows that our approach improves the system utility by over 20% compared to start-of-the-art in dense IoT HetNets. Compared to alternative schemes, our approach maintains the best user fairness and rate experience and can solve the problem in a fast and scalable way. This work was supported in part by the National Natural Science Foundation of China under Grant 61701400, Grant 62072362, Grant 61822104, and Grant 61771044; in part by the International Science and Technology Cooperation Project of Shannxi under Grant 2020KW-006; in part by the Fundamental Research Funds for the Central Universities under Grant FRF-TP-19-002C1 and Grant RC1631; and in part by the Beijing Top Discipline for Artificial Intelligent Science and Engineering, University of Science and Technology Beijing. 2022-11-14T04:08:42Z 2022-11-14T04:08:42Z 2021 Journal Article Zheng, J., Gao, L., Zhang, H., Niyato, D., Ren, J., Wang, H., Guo, H. & Wang, Z. (2021). EICIC configuration of downlink and uplink decoupling with SWIPT in 5G dense IoT HetNets. IEEE Transactions On Wireless Communications, 20(12), 8274-8287. https://dx.doi.org/10.1109/TWC.2021.3091639 1536-1276 https://hdl.handle.net/10356/162971 10.1109/TWC.2021.3091639 2-s2.0-85112154401 12 20 8274 8287 en IEEE Transactions on Wireless Communications © 2021 IEEE. All rights reserved.
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Computer science and engineering
Enhanced Inter-Cell Interference Coordination
Internet of Things
spellingShingle Engineering::Computer science and engineering
Enhanced Inter-Cell Interference Coordination
Internet of Things
Zheng, Jie
Gao, Ling
Zhang, Haijun
Niyato, Dusit
Ren, Jie
Wang, Hai
Guo, Hongbo
Wang, Zheng
EICIC configuration of downlink and uplink decoupling with SWIPT in 5G dense IoT HetNets
description Interference management and power transfer can provide a significant improvement over the 5th generation mobile networks (5G) dense Internet of Things (IoT) heterogeneous networks (HetNets). In this paper, we present a novel approach to simultaneously manage inferences at the downlink (DL) and uplink (UL), and to identify opportunities for power transfer and additional UL transmissions integrated with existing protocols and infrastructures for enhanced inter-cell interference coordination (eICIC) protocol in dense IoT HetNets, while considering practical non-linear energy harvesting (EH) model. The design is formulated as the joint optimization of interference aware UL/DL decoupling, airtime resource allocation and energy transfer. The key insight of our algorithm is to translate the original, intractable joint-optimization problem into a problem space where a good approximate solution can be quickly found. We evaluate our scheme through theoretical analysis and simulation. The evaluation shows that our approach improves the system utility by over 20% compared to start-of-the-art in dense IoT HetNets. Compared to alternative schemes, our approach maintains the best user fairness and rate experience and can solve the problem in a fast and scalable way.
author2 School of Computer Science and Engineering
author_facet School of Computer Science and Engineering
Zheng, Jie
Gao, Ling
Zhang, Haijun
Niyato, Dusit
Ren, Jie
Wang, Hai
Guo, Hongbo
Wang, Zheng
format Article
author Zheng, Jie
Gao, Ling
Zhang, Haijun
Niyato, Dusit
Ren, Jie
Wang, Hai
Guo, Hongbo
Wang, Zheng
author_sort Zheng, Jie
title EICIC configuration of downlink and uplink decoupling with SWIPT in 5G dense IoT HetNets
title_short EICIC configuration of downlink and uplink decoupling with SWIPT in 5G dense IoT HetNets
title_full EICIC configuration of downlink and uplink decoupling with SWIPT in 5G dense IoT HetNets
title_fullStr EICIC configuration of downlink and uplink decoupling with SWIPT in 5G dense IoT HetNets
title_full_unstemmed EICIC configuration of downlink and uplink decoupling with SWIPT in 5G dense IoT HetNets
title_sort eicic configuration of downlink and uplink decoupling with swipt in 5g dense iot hetnets
publishDate 2022
url https://hdl.handle.net/10356/162971
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