Kalman filter based localization in hybrid BLE-UWB positioning system
Fuente:
arXiv
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| Formato: | Preprint |
| Publicado: |
2024
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| _version_ | 1866913296889675776 |
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| author | Kolakowski, Marcin |
| author_facet | Kolakowski, Marcin |
| contents | In this paper a concept of hybrid Bluetooth Low Energy (BLE) Ultra-wideband (UWB) positioning system is presented. The system is intended to be energy efficient. Low energy BLE unit is used as a primary source of measurement data and for most of the time localization is calculated based on received signal strength (RSS). UWB technology is used less often. Time difference of arrival (TDOA) values measured with UWB radios are periodically used to improve RSS based localization. The paper contains a description of proposed hybrid positioning algorithm. Results of simulations and experiments confirming algorithm's efficiency are also included. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2404_02349 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Kalman filter based localization in hybrid BLE-UWB positioning system Kolakowski, Marcin Signal Processing In this paper a concept of hybrid Bluetooth Low Energy (BLE) Ultra-wideband (UWB) positioning system is presented. The system is intended to be energy efficient. Low energy BLE unit is used as a primary source of measurement data and for most of the time localization is calculated based on received signal strength (RSS). UWB technology is used less often. Time difference of arrival (TDOA) values measured with UWB radios are periodically used to improve RSS based localization. The paper contains a description of proposed hybrid positioning algorithm. Results of simulations and experiments confirming algorithm's efficiency are also included. |
| title | Kalman filter based localization in hybrid BLE-UWB positioning system |
| topic | Signal Processing |
| url | https://arxiv.org/abs/2404.02349 |