Obstacle detection and collision avoidance method based on optical systems

Detalhes bibliográficos
Autor(a) principal: Silva, Ana Beatriz Botelho da
Data de Publicação: 2017
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.6/7951
Resumo: The development of a new collision avoidance method, which can detect and calculate the necessary changes to prevent imminent accident, is the focal interest of this work. In aviation, the risk of collision is a delicate and important subject, which merits the right approach. With the continuing growth of air traffic and the introduction of RPASs (Remotely Piloted Aircraft System), it is necessary to find better solutions and develop new systems to keep the control of the airspace. In this work, the main objective is to obtain a complete and functional computational algorithm, which could be included in an obstacle detection and avoidance system. Its unique feature of optical detection makes it mostly appropriated for RPASs. The application of Optical Techniques is mostly used in aircrafts to detect objects under them [1] or even to prevent a collision with terrain [2]. Some technologies also use optic flow sensors to detect and prevent collisions [3, 4]. In this case, the optical system will be used to detect obstacles in front of the aircraft. The detection of an obstacle will be performed by the two infrared cameras strategically positioned in the aircraft. The objectives to accomplish with this method are: capable of dealing with collision detection characteristics; in case of detecting a possible threat of collision, describing the safe zone as the area outside a conflict cone; assessing if the threat of collision previously detected is real; in case the danger is real, changing the aircraft’s trajectory by altering one or more flight characteristics. To achieve the most efficient method possible some theoretical methods were explored, like the Convex Hull Method, which is a simple geometrical method, and a variation method based on differential equations. With the aim of testing the algorithm in different situations, a total of six possible cases were generated. All the results showed coherence and efficiency, which confirms the success of this computational algorithm as a detection and collision avoidance method.
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spelling Obstacle detection and collision avoidance method based on optical systemsAeronauticAir TrafficCollision Avoidance SystemComputational AlgorithmOptical DetectionDomínio/Área Científica::Engenharia e Tecnologia::Engenharia AeronáuticaThe development of a new collision avoidance method, which can detect and calculate the necessary changes to prevent imminent accident, is the focal interest of this work. In aviation, the risk of collision is a delicate and important subject, which merits the right approach. With the continuing growth of air traffic and the introduction of RPASs (Remotely Piloted Aircraft System), it is necessary to find better solutions and develop new systems to keep the control of the airspace. In this work, the main objective is to obtain a complete and functional computational algorithm, which could be included in an obstacle detection and avoidance system. Its unique feature of optical detection makes it mostly appropriated for RPASs. The application of Optical Techniques is mostly used in aircrafts to detect objects under them [1] or even to prevent a collision with terrain [2]. Some technologies also use optic flow sensors to detect and prevent collisions [3, 4]. In this case, the optical system will be used to detect obstacles in front of the aircraft. The detection of an obstacle will be performed by the two infrared cameras strategically positioned in the aircraft. The objectives to accomplish with this method are: capable of dealing with collision detection characteristics; in case of detecting a possible threat of collision, describing the safe zone as the area outside a conflict cone; assessing if the threat of collision previously detected is real; in case the danger is real, changing the aircraft’s trajectory by altering one or more flight characteristics. To achieve the most efficient method possible some theoretical methods were explored, like the Convex Hull Method, which is a simple geometrical method, and a variation method based on differential equations. With the aim of testing the algorithm in different situations, a total of six possible cases were generated. All the results showed coherence and efficiency, which confirms the success of this computational algorithm as a detection and collision avoidance method.O desenvolvimento de um novo sistema de prevenção de colisões, que consiga detetar e calcular as mudanças necessárias para prevenir um acidente iminente, é o interesse focal deste trabalho. Na aviação, o risco de colisão é um assunto delicado e importante, o qual merece a correta abordagem. Com o crescimento continuo do trafego aéreo e a introdução dos RPASs (Remotely Piloted Aircraft System), é necessário procurar melhores soluções e desenvolver novos sistemas para manter o controlo do espaço aéreo. Neste trabalho, o principal objetivo é obter um algoritmo computacional completo e funcional, o qual poderá ser incluído num sistema de deteção e evasão de obstáculos. A sua característica única de deteção ótica torna--o principalmente apropriado para RPASs. A aplicação de Técnicas Óticas é principalmente utilizada nas aeronaves para deteção de objetos debaixo destas [1] ou mesmo para prevenir uma colisão com o terreno [2]. Algumas tecnologias utilizam sensores de fluxo ótico para detetar e prevenir colisões [3, 4]. Neste caso, o sistema ótico será utilizado para detetar obstáculos à frente da aeronave. Os objetivos a realizar com este sistema são: capaz de lidar com as características de deteção de colisão; em caso de detetar uma possível ameaça de colisão, descrever a zona segura como a área fora do cone de conflito; avaliar se a ameaça de colisão é real; no caso do perigo ser real, mudar a trajetória da aeronave alterando uma ou mais característica de voo. Para obter o sistema mais eficiente possível alguns métodos teóricos foram explorados, como o método do ‘Convex Hull’, o qual é um simples método geométrico, e um método de variação com base nas equações diferenciais. Com o objetivo de testar o sistema em diferentes situações, um total de seis casos possíveis foram gerados. Todos os resultados mostraram coerência e eficácia, o que confirma o sucesso do algoritmo computacional como um sistema de deteção e evasão de colisões.Bousson, KouamanauBibliorumSilva, Ana Beatriz Botelho da2019-12-18T16:59:21Z2017-11-212017-9-282017-11-21T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10400.6/7951TID:202339904enginfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-12-15T09:47:37Zoai:ubibliorum.ubi.pt:10400.6/7951Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T00:48:23.765718Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Obstacle detection and collision avoidance method based on optical systems
title Obstacle detection and collision avoidance method based on optical systems
spellingShingle Obstacle detection and collision avoidance method based on optical systems
Silva, Ana Beatriz Botelho da
Aeronautic
Air Traffic
Collision Avoidance System
Computational Algorithm
Optical Detection
Domínio/Área Científica::Engenharia e Tecnologia::Engenharia Aeronáutica
title_short Obstacle detection and collision avoidance method based on optical systems
title_full Obstacle detection and collision avoidance method based on optical systems
title_fullStr Obstacle detection and collision avoidance method based on optical systems
title_full_unstemmed Obstacle detection and collision avoidance method based on optical systems
title_sort Obstacle detection and collision avoidance method based on optical systems
author Silva, Ana Beatriz Botelho da
author_facet Silva, Ana Beatriz Botelho da
author_role author
dc.contributor.none.fl_str_mv Bousson, Kouamana
uBibliorum
dc.contributor.author.fl_str_mv Silva, Ana Beatriz Botelho da
dc.subject.por.fl_str_mv Aeronautic
Air Traffic
Collision Avoidance System
Computational Algorithm
Optical Detection
Domínio/Área Científica::Engenharia e Tecnologia::Engenharia Aeronáutica
topic Aeronautic
Air Traffic
Collision Avoidance System
Computational Algorithm
Optical Detection
Domínio/Área Científica::Engenharia e Tecnologia::Engenharia Aeronáutica
description The development of a new collision avoidance method, which can detect and calculate the necessary changes to prevent imminent accident, is the focal interest of this work. In aviation, the risk of collision is a delicate and important subject, which merits the right approach. With the continuing growth of air traffic and the introduction of RPASs (Remotely Piloted Aircraft System), it is necessary to find better solutions and develop new systems to keep the control of the airspace. In this work, the main objective is to obtain a complete and functional computational algorithm, which could be included in an obstacle detection and avoidance system. Its unique feature of optical detection makes it mostly appropriated for RPASs. The application of Optical Techniques is mostly used in aircrafts to detect objects under them [1] or even to prevent a collision with terrain [2]. Some technologies also use optic flow sensors to detect and prevent collisions [3, 4]. In this case, the optical system will be used to detect obstacles in front of the aircraft. The detection of an obstacle will be performed by the two infrared cameras strategically positioned in the aircraft. The objectives to accomplish with this method are: capable of dealing with collision detection characteristics; in case of detecting a possible threat of collision, describing the safe zone as the area outside a conflict cone; assessing if the threat of collision previously detected is real; in case the danger is real, changing the aircraft’s trajectory by altering one or more flight characteristics. To achieve the most efficient method possible some theoretical methods were explored, like the Convex Hull Method, which is a simple geometrical method, and a variation method based on differential equations. With the aim of testing the algorithm in different situations, a total of six possible cases were generated. All the results showed coherence and efficiency, which confirms the success of this computational algorithm as a detection and collision avoidance method.
publishDate 2017
dc.date.none.fl_str_mv 2017-11-21
2017-9-28
2017-11-21T00:00:00Z
2019-12-18T16:59:21Z
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status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.6/7951
TID:202339904
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