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Ruling uncertainties in range-only robot localisation

Farhad Shamsfakhr, Luigi Palopoli, David Macii, Daniele Fontanelli

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

We consider a mobile robot localising itself through a set of UWB wireless anchors. We show how the use of an appropriate localisation algorithm allows for an analytical estimate of the localisation uncertainty. This information is used to build a potential-based motion planning algorithm that drives the robot along trajectories, while achieving a good tradeoff between moving toward the goal and keeping localisation uncertainty reasonably low.
Original languageEnglish
Title of host publication2021 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)
PublisherInstitute of Electrical and Electronics Engineers
Pages1-6
Number of pages6
ISBN (Electronic)9781728195391
ISBN (Print)9781728195407
DOIs
Publication statusPublished - 28 Jun 2021
Event2021 IEEE International Instrumentation and Measurement Technology Conference - Glasgow, United Kingdom
Duration: 17 May 202120 May 2021

Publication series

NameIEEE Instrumentation and Measurement Technology Conference
PublisherInstitute of Electrical and Electronics Engineers
ISSN (Print)2642-2069
ISSN (Electronic)2642-2077

Conference

Conference2021 IEEE International Instrumentation and Measurement Technology Conference
Abbreviated titleI2MTC 2021
Country/TerritoryUnited Kingdom
CityGlasgow
Period17/05/2120/05/21

Keywords / Materials (for Non-textual outputs)

  • localisation
  • range-only measurements
  • uncertainty analysis
  • uncertainty control

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