Outdoor Localization and Distance Estimation Based on Dynamic RSSI Measurements in LoRa Networks: Application to Cattle Rustling Prevention
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Date
2019
Journal Title
Journal ISSN
Volume Title
Publisher
Research gate
Abstract
In 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.
Description
Internet 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.
Keywords
Localization, LoRa, RSSI Distance Estimation, GPS, Cattle Rustling, Kalman filter, Path-loss
Citation
Dieng, 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.