Dynamic threshold adjustment in a proximity-based location tracking system using reference modules

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Scopus citations

Abstract

In recent years, location tracking systems have become important in areas such as transportation, shopping, logistics and medicine. One of the most recent approaches are proximity-based location tracking systems, which use the received signal strength (RSSI) measured between a sender and an anchor module. The advantages of these systems are high scalability, minimal calibration effort and low costs. However, there are also disadvantages e.g. the fluctuating signal strength under certain circumstances in the environment. To detect, if an object has entered a predefined region, the RSSI must exceed a specified threshold. When the current signal fluctuates due to obstacles (other objects, people, etc.) the static threshold does not apply for the defined region any longer. In this case automatic adjustments of the threshold are made with the help of a reference module. Various factors are measured between reference, anchor as well as a sender module and subsequently used to correct the static threshold. The dynamic adjustment was tested through three experiments and showed satisfactory results concerning the hypotheses. For further research, additional factors might need to be included to make the proposed method more dynamic and responsive to the environment.

Original languageEnglish
Title of host publicationIWCMC 2015 - 11th International Wireless Communications and Mobile Computing Conference
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1248-1253
Number of pages6
ISBN (Electronic)9781479953448
DOIs
StatePublished - 2 Oct 2015
Event11th International Wireless Communications and Mobile Computing Conference, IWCMC 2015 - Dubrovnik, Croatia
Duration: 24 Aug 201528 Aug 2015

Publication series

NameIWCMC 2015 - 11th International Wireless Communications and Mobile Computing Conference

Conference

Conference11th International Wireless Communications and Mobile Computing Conference, IWCMC 2015
Country/TerritoryCroatia
CityDubrovnik
Period24/08/1528/08/15

Keywords

  • Bluetooth
  • Bluetooth Low Energy
  • Correlation
  • Correlation Coefficient
  • Dynamic
  • Kalman Filter
  • Location
  • Location Tracking
  • Path Loss Exponent
  • Proximity
  • RSSI
  • Received Signal Strength
  • Reference Module
  • Signal Strength Fluctuation
  • Threshold
  • Tracking

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