Intelligent and Ubiquitous Positioning Framework in 5G Edge Computing Scenarios
The prosperity of artificial intelligence and 5G has continuously enhanced the capabilities of edge devices. Edge computing is one of the key technologies of 5G network in the future, and the positioning capabilities of edge devices can significantly expand application scenarios of edge computing. A...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2020-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/9079488/ |
| _version_ | 1818735850159079424 |
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| author | Chi Guo Jiang Yu Wen-Fei Guo Yue Deng Jing-Nan Liu |
| author_facet | Chi Guo Jiang Yu Wen-Fei Guo Yue Deng Jing-Nan Liu |
| author_sort | Chi Guo |
| collection | DOAJ |
| description | The prosperity of artificial intelligence and 5G has continuously enhanced the capabilities of edge devices. Edge computing is one of the key technologies of 5G network in the future, and the positioning capabilities of edge devices can significantly expand application scenarios of edge computing. A series of new technologies introduced by 5G can not only meet the needs of communication but also improve the positioning accuracy and achieve ubiquitous positioning. However, 5G base stations and devices are far from popular, and the standards of 5G positioning has not fully formed. Thus, simulation is the main research method for studying 5G positioning. Accordingly, we propose a 5G positioning simulation experiment scheme. We mainly introduce the implementation ideas and the specific processes of the simulation experiment of three key parts including scene generation, signal propagation simulation and position estimation. Based on this, we conduct a preliminary study of integrated navigation of inertial measurement unit (IMU) and 5G positioning. Then, we verify the abilities of 5G simulation environment by experiments and discuss the results. |
| first_indexed | 2024-12-18T00:27:48Z |
| format | Article |
| id | doaj.art-223c0a66179549ce9ed6cd5dc493d338 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-18T00:27:48Z |
| publishDate | 2020-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-223c0a66179549ce9ed6cd5dc493d3382022-12-21T21:27:12ZengIEEEIEEE Access2169-35362020-01-018832768328910.1109/ACCESS.2020.29906399079488Intelligent and Ubiquitous Positioning Framework in 5G Edge Computing ScenariosChi Guo0https://orcid.org/0000-0003-2022-2121Jiang Yu1https://orcid.org/0000-0002-2853-734XWen-Fei Guo2https://orcid.org/0000-0003-2016-7214Yue Deng3Jing-Nan Liu4GNSS Research Center, Wuhan University, Wuhan, ChinaSchool of Geodesy and Geomatics, Wuhan University, Wuhan, ChinaGNSS Research Center, Wuhan University, Wuhan, ChinaSchool of Geodesy and Geomatics, Wuhan University, Wuhan, ChinaGNSS Research Center, Wuhan University, Wuhan, ChinaThe prosperity of artificial intelligence and 5G has continuously enhanced the capabilities of edge devices. Edge computing is one of the key technologies of 5G network in the future, and the positioning capabilities of edge devices can significantly expand application scenarios of edge computing. A series of new technologies introduced by 5G can not only meet the needs of communication but also improve the positioning accuracy and achieve ubiquitous positioning. However, 5G base stations and devices are far from popular, and the standards of 5G positioning has not fully formed. Thus, simulation is the main research method for studying 5G positioning. Accordingly, we propose a 5G positioning simulation experiment scheme. We mainly introduce the implementation ideas and the specific processes of the simulation experiment of three key parts including scene generation, signal propagation simulation and position estimation. Based on this, we conduct a preliminary study of integrated navigation of inertial measurement unit (IMU) and 5G positioning. Then, we verify the abilities of 5G simulation environment by experiments and discuss the results.https://ieeexplore.ieee.org/document/9079488/5Gedge computinglocationsimulationchannel modeling |
| spellingShingle | Chi Guo Jiang Yu Wen-Fei Guo Yue Deng Jing-Nan Liu Intelligent and Ubiquitous Positioning Framework in 5G Edge Computing Scenarios IEEE Access 5G edge computing location simulation channel modeling |
| title | Intelligent and Ubiquitous Positioning Framework in 5G Edge Computing Scenarios |
| title_full | Intelligent and Ubiquitous Positioning Framework in 5G Edge Computing Scenarios |
| title_fullStr | Intelligent and Ubiquitous Positioning Framework in 5G Edge Computing Scenarios |
| title_full_unstemmed | Intelligent and Ubiquitous Positioning Framework in 5G Edge Computing Scenarios |
| title_short | Intelligent and Ubiquitous Positioning Framework in 5G Edge Computing Scenarios |
| title_sort | intelligent and ubiquitous positioning framework in 5g edge computing scenarios |
| topic | 5G edge computing location simulation channel modeling |
| url | https://ieeexplore.ieee.org/document/9079488/ |
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