Research on selected location algorithms for the UGV operating in a follow-me scenario based on ultra-wideband positioning system

Ultra wideband (UWB) technology is a highly developed wireless radio communication technology used, among others, in location systems.The article focused on using UWB technology to construct a guide location system for an unmanned ground vehicle (UGV).In order to carry out the research, the parameters of the measurement noise occurring in real UWB modules were determined.The mentioned noise simulated disturbed distance measurement indications, modelling real measurements.The paper presented the results of simulation research of selected location algorithms for a guide location system based on UWB technology.The work compareed the total location errors of the guide of selected algorithms based on geometric methods, trilateration and optimisation methods.Simulation studies allow for quick testing of algorithms, taking into account real disturbances and constitute the first stage of work on implementing various algorithms in a real positioning system.The most accurate in the context of guide location among the analysed algorithms was the Levenberg-Marquardt algorithm (lowest value of the average quality index).The geometric method, due to the least complex mathematical model and high susceptibility to interference, was in turn the least accurate location algorithm among the analysed ones.

Authors

Publication Details

Journal
Advances in Science and Technology – Research Journal
Published
2024-10-05
DOI
https://doi.org/10.12913/22998624/194149
Primary Topic
Wireless Communication Networks Research
Type
article
Field-Weighted Citation Impact
0.00

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article

Research on selected location algorithms for the UGV operating in a follow-me scenario based on ultra-wideband positioning system

Łukasz Rykała, Karol Cieślik, Mirosław Przybysz, A. Typiak et al.
Advances in Science and Technology – Research Journal
Wireless Communication Networks Research
article

Research on selected location algorithms for the UGV operating in a follow-me scenario based on ultra-wideband positioning system

Łukasz Rykała, Karol Cieślik, Mirosław Przybysz, A. Typiak, Piotr Krogul, Rafał Typiak
article en

Abstract

Ultra wideband (UWB) technology is a highly developed wireless radio communication technology used, among others, in location systems.The article focused on using UWB technology to construct a guide location system for an unmanned ground vehicle (UGV).In order to carry out the research, the parameters of the measurement noise occurring in real UWB modules were determined.The mentioned noise simulated disturbed distance measurement indications, modelling real measurements.The paper presented the results of simulation research of selected location algorithms for a guide location system based on UWB technology.The work compareed the total location errors of the guide of selected algorithms based on geometric methods, trilateration and optimisation methods.Simulation studies allow for quick testing of algorithms, taking into account real disturbances and constitute the first stage of work on implementing various algorithms in a real positioning system.The most accurate in the context of guide location among the analysed algorithms was the Levenberg-Marquardt algorithm (lowest value of the average quality index).The geometric method, due to the least complex mathematical model and high susceptibility to interference, was in turn the least accurate location algorithm among the analysed ones.

Advances in Science and Technology – Research JournalVol. 19(1)
Wojskowa Akademia Techniczna
Openalex Percentile: Top 76%
Wireless Communication Networks Research
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