A novel robust trilateration method applied to ultra-wide bandwidth location systems

Jiahong Li, Xianghu Yue, Jie Chen*, Fang Deng

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

42 Citations (Scopus)

Abstract

Due to the non-line-of-sight (NLOS) and multipath fading channel (MPF) of the wireless networks, the non-existence of the intersection point often occurs in the range-based localization methods, e.g., the centroid-based trilateration method. To alleviate the problem, a confidence-based intersection method which expands the range of the circle within a certain confidence interval is proposed. In the method, the confidence interval is estimated based on the Cramér-Rao lower bound of the time of flight (TOF) measurement. Furthermore, an intersection determination method is proposed to select the intersection point with higher confidence level. The simulation and experimental results show the superiority of the proposed method in localization accuracy and robustness to noise compared to the conventional trilateration method, e.g., the centroid-based and least squares based trilateration methods.

Original languageEnglish
Article number795
JournalSensors
Volume17
Issue number4
DOIs
Publication statusPublished - 7 Apr 2017

Keywords

  • Confidence level
  • Intersection determination
  • Trilateration

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