Outdoor Localization and Distance Estimation Based on Dynamic RSSI Measurements in LoRa Networks: Application to Cattle Rustling Prevention

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dc.contributor.authorDieng, Ousmane
dc.contributor.authorPham, Congduc
dc.contributor.authorThiare, Ousmane
dc.date.accessioned2022-06-09T14:26:09Z
dc.date.available2022-06-09T14:26:09Z
dc.date.issued2019
dc.descriptionInternet of Things (IoT) is recognized as one of the most important areas of future technology. In Africa, it is becoming the most important solution for many sectors in rural and farming activities such as agriculture, livestock, fish farming and so on.en_US
dc.description.abstractIn this paper, we propose a RSSI-based distance estimation scheme for localization of cattle collars communicating with long-range LoRa radios. Cattle localization is designed to prevent theft in livestock. The proposed solution decreases the cost of cattle localization by minimizing the number of collars with GPS and allows accurate localization of collars without GPS. We propose a RSSI-based distance estimation using real time adjustment of RSSI-distance mapping taking advantage of communication between collar nodes and gateway. Log-distance path-loss model is also used as rescue when the map does not provide accurate correspondence. Experimentation results show the validity of the approach with highly accurate localization of non-GPS collars.en_US
dc.description.sponsorshipWAZIUP project has received funding from the EU H2020 research program under grant agreement No 687607. The authors also acknowledge the support of both CEA MITIC (The African Center of Excellence in Mathematics, Computer Science and ICT) and the IRD Sense-South GDRI. World Banken_US
dc.identifier.citationDieng, O., Pham, C., Thiare, O. (2019) Outdoor Localization and Distance Estimation Based on Dynamic RSSI Measurements in LoRa Networks: Application to Cattle Rustling Prevention, pp. 1-6.en_US
dc.identifier.urihttp://hdl.handle.net/123456789/1464
dc.language.isoenen_US
dc.publisherResearch gateen_US
dc.relation.ispartofseries;6
dc.subjectLocalizationen_US
dc.subjectLoRaen_US
dc.subjectRSSI Distance Estimationen_US
dc.subjectGPSen_US
dc.subjectCattle Rustlingen_US
dc.subjectKalman filteren_US
dc.subjectPath-lossen_US
dc.titleOutdoor Localization and Distance Estimation Based on Dynamic RSSI Measurements in LoRa Networks: Application to Cattle Rustling Preventionen_US
dc.typeArticleen_US
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