UAV-Femtocell systems have been a paragon solution to the challenge of geolocating missing persons in civil protection (e.g. post-earthquake) scenarios. Bearing in mind the limited energy capacity on board a drone, it is extremely critical to provide advanced green UAV communication solutions in this particular application context. This paper proposes a Game Theory-based energy efficiency approach to geolocation of mobile terminals via UAV-Femtocell systems. In particular, this study introduces a statistical analysis of Nash equilibria by providing a simplified version of utility function and extending it to application scenarios characterized by non-isotropic propagation of radio frequency signals. According to research findings, when considering the number of mobile devices in use, drones can save time and energy anywhere from 25% to 66%, if compared to alternative methods introduced in the literature.

A Game Theory-based Flight Strategy to Energy Efficient UAV-Femtocell Geolocation Systems

AVANZATO R.;BERITELLI F.
;
RACITI F.;SPATARO E.
2024-01-01

Abstract

UAV-Femtocell systems have been a paragon solution to the challenge of geolocating missing persons in civil protection (e.g. post-earthquake) scenarios. Bearing in mind the limited energy capacity on board a drone, it is extremely critical to provide advanced green UAV communication solutions in this particular application context. This paper proposes a Game Theory-based energy efficiency approach to geolocation of mobile terminals via UAV-Femtocell systems. In particular, this study introduces a statistical analysis of Nash equilibria by providing a simplified version of utility function and extending it to application scenarios characterized by non-isotropic propagation of radio frequency signals. According to research findings, when considering the number of mobile devices in use, drones can save time and energy anywhere from 25% to 66%, if compared to alternative methods introduced in the literature.
2024
Autonomous aerial vehicles
Drones
Energy Efficiency
Femtocell
Game Theory
Games
Geolocation
Geology
Mobile handsets
Mobile Terminal Identification
Monitoring
Nash equilibrium
UAV Flight Strategy
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.11769/636330
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