Indoor positioning using circle expansion-based adaptive trilateration algorithm

被引:2
|
作者
Kwame Ibwe
Simeon Pande
Abdi T. Abdalla
Godwin Mruma Gadiel
机构
[1] University of Dar es Salaam,Department of Electronics and Telecommunications Engineering, College of Information and Communication Technologies
关键词
Adaptive trilateration; Indoor positioning; Internet-of-Things; RSSI;
D O I
10.1186/s43067-023-00075-4
中图分类号
学科分类号
摘要
The increasing availability of mobile devices with wireless communications capabilities has stimulated the growth of indoor positioning services. Indoor positioning is used to locate, in real time, devices’ positions for easy access. The indoor positioning, however, is challenging compared to outdoor positioning due to the large number of obstacles. Global positioning system is ideal for outdoor localization but fails in indoor environments with limited space. Recent development of the Internet of Things (IoT) has brought forth portable and cost-effective wireless technologies that can be used for indoor positioning. In this work, an adaptive trilateration algorithm based on received signal strength indicator (RSSI) was proposed. To assess the positioning accuracy of the proposed algorithm, Bluetooth Low Energy (BLE), Wi-Fi (IEEE 802.11n), ZigBee and LoRaWAN IoT technologies were used. Results show that the error performance is improved by 4% in BLE, 17% in ZigBee, 22% in Wi-Fi and 33% in LoRaWAN when compared to the existing related work.
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