Accuracy Analysis of the Indoor Location System Based on Bluetooth Low-Energy RSSI Measurements
نویسندگان
چکیده
Systems for determining the position of objects inside buildings have a wide range applications, such as surveillance people’s movements in hospitals, and goods or mobile robots warehouse spaces production halls. Hence, there is need development methods that could be applied those purposes. This paper presents results research on an experimental system localizing people being evacuated from building. The proposed solution was designed part building evacuation management system. method used finding location belongs to class proximity-type based Received Signal Strength Indicator (RSSI) information Bluetooth Low-Energy (BLE) devices. devices build (BLE receivers) evacuee’s wristband transmitters) are low-budget electronic modules. preliminary process selecting data processing methods, well tests network created measurements statistical analyses properties RSSI parameter BLE signal transmission between modules presented. In addition, recorded under varying environmental conditions choice its parameters made with use determined probabilities nearest locator node detection. Finally, performance installation evacuee tracking tested effectiveness proximity evaluated. aimed analyze detection impact shading. They also allowed mean error estimating maximum determination error. It should emphasized estimation has very low computational load, allowing implementation extensive real-time typical personal computer. Although classified coarse positioning system, features cost, simplicity, flexibility, commonly available components requirements load make it attractive. Such directly transferable other applications in, example, Industry 4.0.
منابع مشابه
Enhanced Rssi-based High Accuracy Real-time User Location Tracking System for Indoor and Outdoor Environments
Existing researches on location tracking focus either entirely on indoor or entirely on outdoor by using different devices and techniques. Several solutions have been proposed to adopt a single location sensing technology that fits in both situations. This paper aims to track a user position in both indoor and outdoor environments by using a single wireless device with minimal tracking error. R...
متن کاملAn Analysis of the Accuracy of Bluetooth Low Energy for Indoor Positioning Applications
This study investigated the impact of Bluetooth Low Energy devices in advertising/beaconing mode on fingerprint-based indoor positioning schemes. Early experimentation demonstrated that the low bandwidth of BLE signals compared to WiFi is the cause of significant measurement error when coupled with the use of three BLE advertising channels. The physics underlying this behaviour is verified in s...
متن کاملUsing Inquiry-based Bluetooth RSSI Probability Distributions for Indoor Positioning
Fingerprinting is a common technique for indoor positioning using short range Radio Frequency (RF) technologies such as Wireless Location Area Network (WLAN) and Bluetooth (BT). It works in two phases: The first phase is a data training phase in which a radio map for the targeted area is generated in advance, while the second phase is the real-time location determination phase using the radio m...
متن کاملSmartphone-Based Indoor Localization with Bluetooth Low Energy Beacons
Indoor wireless localization using Bluetooth Low Energy (BLE) beacons has attracted considerable attention after the release of the BLE protocol. In this paper, we propose an algorithm that uses the combination of channel-separate polynomial regression model (PRM), channel-separate fingerprinting (FP), outlier detection and extended Kalman filtering (EKF) for smartphone-based indoor localizatio...
متن کاملIndoor Local Positioning System For ZigBee , Based On RSSI
...................................................................................................................... ii Acknowledgements .................................................................................................iii Table of
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Energies
سال: 2022
ISSN: ['1996-1073']
DOI: https://doi.org/10.3390/en15238832