VehLoc: an in-vehicle high-precision location method based on BLE multi-channel RSSI values
High precision in-vehicle positioning is the basis of providing smart in-vehicle service, passengers' behavior analysis and other issues, and has important practical value. The RSSI (received signal strength indicator) values of BLE (bluetooth low energy) can be used to do analysis and computat...
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2018-12-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2018280/ |
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| _version_ | 1841539461309005824 |
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| author | Ze ZHAO Yuan GAO Li CUI |
| author_facet | Ze ZHAO Yuan GAO Li CUI |
| author_sort | Ze ZHAO |
| collection | DOAJ |
| description | High precision in-vehicle positioning is the basis of providing smart in-vehicle service, passengers' behavior analysis and other issues, and has important practical value. The RSSI (received signal strength indicator) values of BLE (bluetooth low energy) can be used to do analysis and computation in location system. To deal with the problem that RSSI is vulnerable to environmental issues, an in-vehicle location method called VehLoc based on BLE multi-channel multi-RSSI values was proposed. By using a plurality of Bluetooth transmitters, the location of the receiving terminals in the vehicle was analyzed by combining the coarse, fine classifier and distribution fitting of the user's RSSI values in different channels. The experimental results show that the average accuracy of VehLoc in the five main positions in-vehicle classification can reach 90%. |
| format | Article |
| id | doaj-art-d5954190b4444b91b90e1940231de799 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2018-12-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-d5954190b4444b91b90e1940231de7992025-01-14T07:15:55ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2018-12-0139475959722277VehLoc: an in-vehicle high-precision location method based on BLE multi-channel RSSI valuesZe ZHAOYuan GAOLi CUIHigh precision in-vehicle positioning is the basis of providing smart in-vehicle service, passengers' behavior analysis and other issues, and has important practical value. The RSSI (received signal strength indicator) values of BLE (bluetooth low energy) can be used to do analysis and computation in location system. To deal with the problem that RSSI is vulnerable to environmental issues, an in-vehicle location method called VehLoc based on BLE multi-channel multi-RSSI values was proposed. By using a plurality of Bluetooth transmitters, the location of the receiving terminals in the vehicle was analyzed by combining the coarse, fine classifier and distribution fitting of the user's RSSI values in different channels. The experimental results show that the average accuracy of VehLoc in the five main positions in-vehicle classification can reach 90%.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2018280/BLEmulti-channelRSSIclassificationfitting |
| spellingShingle | Ze ZHAO Yuan GAO Li CUI VehLoc: an in-vehicle high-precision location method based on BLE multi-channel RSSI values Tongxin xuebao BLE multi-channel RSSI classification fitting |
| title | VehLoc: an in-vehicle high-precision location method based on BLE multi-channel RSSI values |
| title_full | VehLoc: an in-vehicle high-precision location method based on BLE multi-channel RSSI values |
| title_fullStr | VehLoc: an in-vehicle high-precision location method based on BLE multi-channel RSSI values |
| title_full_unstemmed | VehLoc: an in-vehicle high-precision location method based on BLE multi-channel RSSI values |
| title_short | VehLoc: an in-vehicle high-precision location method based on BLE multi-channel RSSI values |
| title_sort | vehloc an in vehicle high precision location method based on ble multi channel rssi values |
| topic | BLE multi-channel RSSI classification fitting |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2018280/ |
| work_keys_str_mv | AT zezhao vehlocaninvehiclehighprecisionlocationmethodbasedonblemultichannelrssivalues AT yuangao vehlocaninvehiclehighprecisionlocationmethodbasedonblemultichannelrssivalues AT licui vehlocaninvehiclehighprecisionlocationmethodbasedonblemultichannelrssivalues |