An Investigation of Close-Range Localization using Bluetooth Low Energy
Cordonnier, Alex J.
- An Investigation of Close-Range Localization using Bluetooth Low Energy
- Cordonnier, Alex J.
- Issue Date
- Degree Level
- B.S. (bachelor's)
- Indoor positioning
- Bluetooth Low Energy
- Received signal strength indicator
- In this undergraduate thesis, I explore various factors affecting localization accuracy when the receiver is within one meter of the beacon. First, I test the effects of Bluetooth Low Energy's multiple advertising channels on signal strength. I show that measuring received signal strength separately on each channel enables more accurate localization by compensating for multipath and fading. I evaluate an ordering algorithm on single channels and show that it is more accurate than the standard ranking method. Next, I determine that relative orientation and azimuth affect signal strength enough that ignoring them leads to substantially lower accuracy. I propose and evaluate a vector matching algorithm for predicting absolute distance using knowledge of the orientation and azimuth. I show that knowledge of the azimuth is not necessary if there are multiple receivers. Finally, I propose future research areas, including more sophisticated algorithms to further improve the accuracy and efficiency of the system. I also consider the real-world feasibility of my techniques.
- Type of Resource
- Copyright and License Information
- Copyright 2017 Alex J. Cordonnier
Undergraduate Theses at Illinois PRIMARY
Edit Collection Membership