University of Illinois Urbana-Champaign

An Investigation of Close-Range Localization using Bluetooth Low Energy

Cordonnier, Alex J.

Content Files
cordonnier_alex.pdf

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https://hdl.handle.net/2142/96060

Description

Title
An Investigation of Close-Range Localization using Bluetooth Low Energy
Author(s)
Cordonnier, Alex J.
Issue Date
2017
Degree Level
B.S. (bachelor's)
Date of Ingest
2017-05-16T19:43:13Z
Keyword(s)
  • Localization
  • Indoor positioning
  • Bluetooth Low Energy
  • Received signal strength indicator
Abstract
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
  • text
  • other
Permalink
http://hdl.handle.net/2142/96060
Copyright and License Information
Copyright 2017 Alex J. Cordonnier

Owning Collections

Undergraduate Theses at Illinois PRIMARY