Multimodal Indoor Localization: Fusion Possibilities of Ultrasonic and Bluetooth Low-Energy Data
نویسندگان
چکیده
The resilience of indoor localization systems is a main concern their industrial application. A combination different techniques can enhance the overall robustness such systems. In this work, we present fusion possibilities coarse Bluetooth Low Energy based on received signal strength indicator and finer ultrasound time difference arrival (TDOA) technique. This approach offers advantage to robustify high-accuracy ultrasonic in areas with non-optimal coverage. Moreover, data enables area cost effective manner. contribution proposes evaluates (i) novel methods how system be extended constrained (ii) possibility incorporate available information TDOA algorithm improve accuracy.
منابع مشابه
Indoor self-localization via bluetooth low energy beacons
Indoor localization is concerned with mapping sensory data to physical locations inside buildings. Location of a user or a mobile device is an essential part of the context, and is therefore very useful for pervasive computing applications. Many proposals exist for solving the localization problem, typically based on image or radio signal processing, though the problem is still generally consid...
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 کاملUsing Bluetooth Low Energy Beacons for Indoor Localization
Bluetooth Low Energy (BLE) Beacons gain high popularity due to their low consumption of energy and, thereby, long lifetime. Using the BLE protocol, these devices emit advertisement packets at fixed intervals for a short duration. Indoor localization solutions aim to provide an accurate, low cost estimate of sub-room indoor positioning. There are various techniques proposed for this purpose. BLE...
متن کاملIndoor Localization Using Bluetooth
This article proposes a solution for user localization in indoor areas using the compass, accelerometer and Bluetooth to calculate the user’s position within this environment. This application is viewed through a 3D virtual environment representing a simple room. The basis of this solution is the utilization of a mobile Bluetooth-enabled device, such as a PDA, where the application is deployed....
متن کاملBluetooth Indoor Localization System
We present a Bluetooth indoor localization system, which is intended to have an accuracy of ±1 meter. The major advantage compared to all disclosed systems is the ability to locate any mobile Bluetooth device without additional hardware in the mobile and without any changes in its software. The basic idea of the system is the measurement of time differences of arrival of a signal sent by the mo...
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: IEEE Sensors Journal
سال: 2022
ISSN: ['1558-1748', '1530-437X']
DOI: https://doi.org/10.1109/jsen.2022.3148529