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Electrical Engineering and Systems Science > Signal Processing

Title: Anchor Pair Selection in TDOA Positioning Systems by Door Transition Error Minimization

Abstract: This paper presents an adaptive anchor pairs selection algorithm for UWB (ultra-wideband) TDOA-based (Time Difference of Arrival) indoor positioning systems. The method assumes dividing the system operation area into zones. The most favorable anchor pairs are selected by minimizing the positioning errors in doorways leading to these zones where possible users' locations are limited to small, narrow areas. The sets are determined separately for going in and out of the zone to take users' body shadowing into account. The determined anchor pairs are then used to calculate TDOA values and localize the user moving around the apartment with an Extended Kalman Filter based algorithm. The method was tested experimentally in a furnished apartment. The results have shown that the adaptive selection of the anchor pairs leads to an increase in the user's localization accuracy. The median trajectory error was about 0.32 m.
Comments: Originally presented at 2022 24th International Microwave and Radar Conference (MIKON), Gdansk, Poland, 2022
Subjects: Signal Processing (eess.SP); Machine Learning (cs.LG)
DOI: 10.23919/MIKON54314.2022.9924777
Cite as: arXiv:2404.15330 [eess.SP]
  (or arXiv:2404.15330v1 [eess.SP] for this version)

Submission history

From: Marcin Kolakowski [view email]
[v1] Sun, 7 Apr 2024 20:50:50 GMT (640kb,D)

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