High-Accuracy Ranging and Localization with Ultra-Wideband Communications for Energy-Constrained Devices

Laura Flueratoru, Silvan Wehrli, Michele Magno, Elena Simona Lohan, Dragos Niculescu

Research output: Contribution to journalArticlepeer-review

Abstract

Ultra-wideband (UWB) communications have gained popularity in recent years for being able to provide distance measurements and localization with high accuracy, which can enhance the capabilities of devices in the Internet of Things (IoT). Since energy efficiency is of utmost concern in such applications, in this work we evaluate the power and energy consumption, distance measurements, and localization performance of two types of UWB physical interfaces (PHYs), which use either a low-or high-rate pulse repetition (LRP and HRP, respectively). The evaluation is done through measurements acquired in identical conditions, which is crucial in order to have a fair comparison between the devices. We performed measurements in typical line-of-sight (LOS) and non-line-of-sight (NLOS) scenarios. Our results suggest that the LRP interface allows a lower power and energy consumption than the HRP one. Both types of devices achieved ranging and localization errors within the same order of magnitude and their performance depended on the type of NLOS obstruction. We propose theoretical models for the distance errors obtained with LRP devices in these situations, which can be used to simulate realistic building deployments and we illustrate such an example. This paper, therefore, provides a comprehensive overview of the energy demands, ranging characteristics, and localization performance of state-of-the-art UWB devices.

Original languageEnglish
Pages (from-to)7463-7480
Number of pages18
JournalIEEE Internet of Things Journal
Volume9
Issue number10
Early online date13 Nov 2021
DOIs
Publication statusPublished - 15 May 2022
Publication typeA1 Journal article-refereed

Keywords

  • Accuracy
  • Buildings
  • Distance measurement
  • Distance Measurement
  • Energy consumption
  • Energy Efficiency.
  • Internet of Things
  • Location awareness
  • Performance evaluation
  • Ranging
  • Receivers
  • Ultra-Wideband (UWB)

Publication forum classification

  • Publication forum level 2

ASJC Scopus subject areas

  • Signal Processing
  • Information Systems
  • Hardware and Architecture
  • Computer Science Applications
  • Computer Networks and Communications

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