The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. ex. Some numerals are expressed as "XNUMX".
Copyrights notice
The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. Copyrights notice
Dans cet article, nous étudions un réseau IoT sans batterie assisté par des relais sans fil basé sur le modèle de récupération d'énergie non linéaire, où il existe un fournisseur de services énergétiques constitué par le point d'accès hybride (HAP) et un fournisseur de services IoT constitué de plusieurs clusters. . Le HAP fournit des signaux d'énergie aux appareils sans batterie pour la rétrodiffusion des informations et aux relais alimentés sans fil pour la récupération d'énergie. Les relais sont déployés pour assister les appareils sans batterie dans la transmission des informations au HAP en utilisant l'énergie récupérée. Pour modéliser les interactions énergétiques entre le fournisseur de services énergétiques et le fournisseur de services IoT, nous proposons un cadre basé sur le jeu Stackelberg. Nous visons à maximiser les valeurs d’utilité respectives des deux fournisseurs. Étant donné que le problème de maximisation de l'utilité du fournisseur de services IoT est non convexe, nous utilisons la théorie de la programmation fractionnaire et proposons un algorithme basé sur la descente de coordonnées par blocs (BCD) avec des techniques d'approximation convexe successive (SCA) et de relaxation semi-définie (SDR) pour résoudre il. Les résultats de simulation numérique confirment que par rapport aux schémas de référence, le schéma proposé peut atteindre des valeurs d'utilité plus élevées à la fois pour le fournisseur de services énergétiques et le fournisseur de services IoT.
Yanming CHEN
Nanjing University of Posts and Telecommunications
Bin LYU
Nanjing University of Posts and Telecommunications
Zhen YANG
Nanjing University of Posts and Telecommunications
Fei LI
Nanjing University of Posts and Telecommunications
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Yanming CHEN, Bin LYU, Zhen YANG, Fei LI, "Stackelberg Game for Wireless-Powered Relays Assisted Batteryless IoT Networks" in IEICE TRANSACTIONS on Communications,
vol. E106-B, no. 12, pp. 1479-1490, December 2023, doi: 10.1587/transcom.2023EBP3028.
Abstract: In this paper, we investigate a wireless-powered relays assisted batteryless IoT network based on the non-linear energy harvesting model, where there exists an energy service provider constituted by the hybrid access point (HAP) and an IoT service provider constituted by multiple clusters. The HAP provides energy signals to the batteryless devices for information backscattering and the wireless-powered relays for energy harvesting. The relays are deployed to assist the batteryless devices with the information transmission to the HAP by using the harvested energy. To model the energy interactions between the energy service provider and IoT service provider, we propose a Stackelberg game based framework. We aim to maximize the respective utility values of the two providers. Since the utility maximization problem of the IoT service provider is non-convex, we employ the fractional programming theory and propose a block coordinate descent (BCD) based algorithm with successive convex approximation (SCA) and semi-definite relaxation (SDR) techniques to solve it. Numerical simulation results confirm that compared to the benchmark schemes, our proposed scheme can achieve larger utility values for both the energy service provider and IoT service provider.
URL: https://global.ieice.org/en_transactions/communications/10.1587/transcom.2023EBP3028/_p
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@ARTICLE{e106-b_12_1479,
author={Yanming CHEN, Bin LYU, Zhen YANG, Fei LI, },
journal={IEICE TRANSACTIONS on Communications},
title={Stackelberg Game for Wireless-Powered Relays Assisted Batteryless IoT Networks},
year={2023},
volume={E106-B},
number={12},
pages={1479-1490},
abstract={In this paper, we investigate a wireless-powered relays assisted batteryless IoT network based on the non-linear energy harvesting model, where there exists an energy service provider constituted by the hybrid access point (HAP) and an IoT service provider constituted by multiple clusters. The HAP provides energy signals to the batteryless devices for information backscattering and the wireless-powered relays for energy harvesting. The relays are deployed to assist the batteryless devices with the information transmission to the HAP by using the harvested energy. To model the energy interactions between the energy service provider and IoT service provider, we propose a Stackelberg game based framework. We aim to maximize the respective utility values of the two providers. Since the utility maximization problem of the IoT service provider is non-convex, we employ the fractional programming theory and propose a block coordinate descent (BCD) based algorithm with successive convex approximation (SCA) and semi-definite relaxation (SDR) techniques to solve it. Numerical simulation results confirm that compared to the benchmark schemes, our proposed scheme can achieve larger utility values for both the energy service provider and IoT service provider.},
keywords={},
doi={10.1587/transcom.2023EBP3028},
ISSN={1745-1345},
month={December},}
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TY - JOUR
TI - Stackelberg Game for Wireless-Powered Relays Assisted Batteryless IoT Networks
T2 - IEICE TRANSACTIONS on Communications
SP - 1479
EP - 1490
AU - Yanming CHEN
AU - Bin LYU
AU - Zhen YANG
AU - Fei LI
PY - 2023
DO - 10.1587/transcom.2023EBP3028
JO - IEICE TRANSACTIONS on Communications
SN - 1745-1345
VL - E106-B
IS - 12
JA - IEICE TRANSACTIONS on Communications
Y1 - December 2023
AB - In this paper, we investigate a wireless-powered relays assisted batteryless IoT network based on the non-linear energy harvesting model, where there exists an energy service provider constituted by the hybrid access point (HAP) and an IoT service provider constituted by multiple clusters. The HAP provides energy signals to the batteryless devices for information backscattering and the wireless-powered relays for energy harvesting. The relays are deployed to assist the batteryless devices with the information transmission to the HAP by using the harvested energy. To model the energy interactions between the energy service provider and IoT service provider, we propose a Stackelberg game based framework. We aim to maximize the respective utility values of the two providers. Since the utility maximization problem of the IoT service provider is non-convex, we employ the fractional programming theory and propose a block coordinate descent (BCD) based algorithm with successive convex approximation (SCA) and semi-definite relaxation (SDR) techniques to solve it. Numerical simulation results confirm that compared to the benchmark schemes, our proposed scheme can achieve larger utility values for both the energy service provider and IoT service provider.
ER -