Game-Theoretical Data Offloading for NOMA-Enabled Urban Internet of Things
Urban Internet of Things (IoT) plays an extremely important role in our daily life by deploying smart cities and urban brains. Orthogonal multiple access (OMA) technology has been a commonly used communication method in recent years, but nonorthogonal multiple access (NOMA) attracts the attention of...
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| Vydáno v: | Wireless communications and mobile computing Ročník 2022; číslo 1 |
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| Hlavní autoři: | , , , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
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Oxford
Hindawi
2022
John Wiley & Sons, Inc |
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| ISSN: | 1530-8669, 1530-8677 |
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| Abstract | Urban Internet of Things (IoT) plays an extremely important role in our daily life by deploying smart cities and urban brains. Orthogonal multiple access (OMA) technology has been a commonly used communication method in recent years, but nonorthogonal multiple access (NOMA) attracts the attention of many researchers due to its superiority of successive interference cancellation (SIC) technology. We consider adding the base station (BS) and unmanned aerial vehicle (UAV) to perform collaborative data offloading services with urban IoT devices and introduce the NOMA technology to improve offloading efficiency. In order to solve the data unloading problem in this model cost-effectively, we formulate the model as a game model based on noncooperative competition and propose the iterative game-based data offloading algorithm (GDOA) to obtain the Nash equilibrium (NE) solution. Finally, we use the simulation data to conduct parametric analysis experiments and comparison experiments on GDOA to evaluate its real performance. |
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| AbstractList | Urban Internet of Things (IoT) plays an extremely important role in our daily life by deploying smart cities and urban brains. Orthogonal multiple access (OMA) technology has been a commonly used communication method in recent years, but nonorthogonal multiple access (NOMA) attracts the attention of many researchers due to its superiority of successive interference cancellation (SIC) technology. We consider adding the base station (BS) and unmanned aerial vehicle (UAV) to perform collaborative data offloading services with urban IoT devices and introduce the NOMA technology to improve offloading efficiency. In order to solve the data unloading problem in this model cost-effectively, we formulate the model as a game model based on noncooperative competition and propose the iterative game-based data offloading algorithm (GDOA) to obtain the Nash equilibrium (NE) solution. Finally, we use the simulation data to conduct parametric analysis experiments and comparison experiments on GDOA to evaluate its real performance. |
| Author | Xu, Jiajie Huang, Jiwei Zhao, Jie Chen, Ying Hu, Jintao |
| Author_xml | – sequence: 1 givenname: Jintao surname: Hu fullname: Hu, Jintao organization: School of Computer ScienceBeijing Information Science and Technology UniversityBeijing 100101Chinagist.ac.kr – sequence: 2 givenname: Jiajie orcidid: 0000-0002-1251-5090 surname: Xu fullname: Xu, Jiajie organization: School of Computer ScienceBeijing Information Science and Technology UniversityBeijing 100101Chinagist.ac.kr – sequence: 3 givenname: Jie orcidid: 0000-0003-3323-4674 surname: Zhao fullname: Zhao, Jie organization: School of Computer ScienceBeijing Information Science and Technology UniversityBeijing 100101Chinagist.ac.kr – sequence: 4 givenname: Ying orcidid: 0000-0002-0844-0882 surname: Chen fullname: Chen, Ying organization: School of Computer ScienceBeijing Information Science and Technology UniversityBeijing 100101Chinagist.ac.kr – sequence: 5 givenname: Jiwei orcidid: 0000-0001-5220-6703 surname: Huang fullname: Huang, Jiwei organization: Beijing Key Laboratory of Petroleum Data MiningChina University of PetroleumBeijing 102249Chinacup.edu.cn |
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| SubjectTerms | Algorithms Communication Data transmission Energy consumption Experiments Game theory Internet of Things Iterative methods Nonorthogonal multiple access Parametric analysis Performance evaluation Unmanned aerial vehicles |
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| Title | Game-Theoretical Data Offloading for NOMA-Enabled Urban Internet of Things |
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