An approach to spatial localization of dynamic objects in a large swarms based on a combination of GPS and Bluetooth technologies

In large swarms of dynamic objects (for example, tens of thousands of people in a stadium during mass events), it is not easy to equip all objects with full-fledged GPS sensors to determine coordinates and transmit them to the security system.Therefore, we propose using a combination of two technologies: GPS (active objects) and Bluetooth (passive objects).Passive objects periodically emit a radio signal with a unique identification number.Active objects detect passive objects and communicate with the security system.This interaction scheme gives rise to the problem of determining the coordinates of passive objects.We present a set of novel algorithms to estimate and refine the coordinates of passive objects through information redundancy, which occurs when several active objects detect a passive object.Under favorable conditions, the use of this set of algorithms is equivalent to equipping passive objects with GPS sensors.

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Publication Details

Journal
Badania Operacyjne i Decyzje/Operations Research and Decisions
Published
2025-01-01
DOI
https://doi.org/10.37190/ord250305
Primary Topic
Indoor and Outdoor Localization Technologies
Type
article
Field-Weighted Citation Impact
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article

An approach to spatial localization of dynamic objects in a large swarms based on a combination of GPS and Bluetooth technologies

Sergey Sveshnikov, Viktor Bocharnikov
Badania Operacyjne i Decyzje/Operations Research and Decisions
Indoor and Outdoor Localization Technologies
article

An approach to spatial localization of dynamic objects in a large swarms based on a combination of GPS and Bluetooth technologies

Sergey Sveshnikov, Viktor Bocharnikov
article en

Abstract

In large swarms of dynamic objects (for example, tens of thousands of people in a stadium during mass events), it is not easy to equip all objects with full-fledged GPS sensors to determine coordinates and transmit them to the security system.Therefore, we propose using a combination of two technologies: GPS (active objects) and Bluetooth (passive objects).Passive objects periodically emit a radio signal with a unique identification number.Active objects detect passive objects and communicate with the security system.This interaction scheme gives rise to the problem of determining the coordinates of passive objects.We present a set of novel algorithms to estimate and refine the coordinates of passive objects through information redundancy, which occurs when several active objects detect a passive object.Under favorable conditions, the use of this set of algorithms is equivalent to equipping passive objects with GPS sensors.

Badania Operacyjne i Decyzje/Operations Research and DecisionsVol. 35(3)
Openalex Percentile: Top 95%
Indoor and Outdoor Localization Technologies
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An approach to spatial localization of dynamic objects in a large swarms based on a combination of GPS and Bluetooth technologies — Sergey Sveshnikov, Viktor Bocharnikov · Badania Operacyjne i Decyzje/Operations Research and Decisions (2025) | TGRS Research Map | TGRS