Obstacle detection is a fundamental task for Unmanned Aerial Vehicles (UAV) as a part of a Sense and Avoid system. In this study, we present a method of multi-sensor obstacle detection that demonstrated good results on different kind of obstacles. This method can be implemented on low-cost platforms involving a DSP or small FPGA. In this paper, we also present a study on the typical targets that can be tough to detect because of their characteristics of reflectivity, form factor, heterogeneity and show how data fusion can often overcome the limitations of each technology.

Obstacle detection system involving fusion of multiple sensor technologies / Gianni', C.; Balsi, M.; Esposito, S.; Fallavollita, P.. - ELETTRONICO. - 42:2W6(2017), pp. 127-134. (Intervento presentato al convegno 4th ISPRS International Conference on Unmanned Aerial Vehicles in Geomatics, UAV-g 2017 tenutosi a Bonn; Germany nel 2017) [10.5194/isprs-archives-XLII-2-W6-127-2017].

Obstacle detection system involving fusion of multiple sensor technologies

Gianni', C.
Writing – Original Draft Preparation
;
Balsi, M.
Supervision
;
Esposito, S.
Writing – Review & Editing
;
Fallavollita, P.
Membro del Collaboration Group
2017

Abstract

Obstacle detection is a fundamental task for Unmanned Aerial Vehicles (UAV) as a part of a Sense and Avoid system. In this study, we present a method of multi-sensor obstacle detection that demonstrated good results on different kind of obstacles. This method can be implemented on low-cost platforms involving a DSP or small FPGA. In this paper, we also present a study on the typical targets that can be tough to detect because of their characteristics of reflectivity, form factor, heterogeneity and show how data fusion can often overcome the limitations of each technology.
2017
4th ISPRS International Conference on Unmanned Aerial Vehicles in Geomatics, UAV-g 2017
Data fusion; obstacle avoidance; UAV; information systems; geography, planning and development
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Obstacle detection system involving fusion of multiple sensor technologies / Gianni', C.; Balsi, M.; Esposito, S.; Fallavollita, P.. - ELETTRONICO. - 42:2W6(2017), pp. 127-134. (Intervento presentato al convegno 4th ISPRS International Conference on Unmanned Aerial Vehicles in Geomatics, UAV-g 2017 tenutosi a Bonn; Germany nel 2017) [10.5194/isprs-archives-XLII-2-W6-127-2017].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1015752
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