In a world where UAVs are gaining an ever-increasing relevance in many aspects of the modern life, the safety of their operation is a key factor to be considered to achieve their full integration in the airspace. This is evermore relevant given the emerging ecosystems of Advanced and Urban Air Mobility which are pushing towards highly autonomous flight operations. The design of non-cooperative sensing strategies to detect and track small UAVs in low altitude scenarios is thus a topic of paramount relevance addressed by many entities at both industrial and academic level. This paper describes the recent results and the direction of the activities carried out in this frame at the University of Naples “Federico II”. In particular, the focus is set on architectures and algorithms for detection and tracking based on RADARs and optical sensors. Results achieved using a ground-based RADAR and an airborne camera are discussed, paving the way for novel sensing solutions which include the fusion of ground and air sensors. This latter aspect is among the near-term research perspectives whose general overview is introduced in the paper.
RESEARCH RESULTS AND PERSPECTIVES ON NON-COOPERATIVE SENSING FOR SAFE UAM OPERATIONS / Vitiello, Federica; Causa, Flavia; Opromolla, Roberto; Fasano, Giancarmine. - (2024), pp. 1-12. ( 34th Congress of the International Council of the Aeronautical Sciences Firenze, Italia 9 - 13 Settembre 2024).
RESEARCH RESULTS AND PERSPECTIVES ON NON-COOPERATIVE SENSING FOR SAFE UAM OPERATIONS
Federica Vitiello;Flavia Causa;Roberto Opromolla;Giancarmine Fasano
2024
Abstract
In a world where UAVs are gaining an ever-increasing relevance in many aspects of the modern life, the safety of their operation is a key factor to be considered to achieve their full integration in the airspace. This is evermore relevant given the emerging ecosystems of Advanced and Urban Air Mobility which are pushing towards highly autonomous flight operations. The design of non-cooperative sensing strategies to detect and track small UAVs in low altitude scenarios is thus a topic of paramount relevance addressed by many entities at both industrial and academic level. This paper describes the recent results and the direction of the activities carried out in this frame at the University of Naples “Federico II”. In particular, the focus is set on architectures and algorithms for detection and tracking based on RADARs and optical sensors. Results achieved using a ground-based RADAR and an airborne camera are discussed, paving the way for novel sensing solutions which include the fusion of ground and air sensors. This latter aspect is among the near-term research perspectives whose general overview is introduced in the paper.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.


