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Free as a Bird: Event-Based Dynamic Sense-and-Avoid for Ornithopter Robot Flight

Authors: Juan Pablo Rodriguez-Gomez; Raul Tapia; Maria del Mar Guzman Garcia; Jose Ramiro Martinez-de Dios; Anibal Ollero;

Free as a Bird: Event-Based Dynamic Sense-and-Avoid for Ornithopter Robot Flight

Abstract

Autonomous flight of flapping-wing robots is a major challenge for robot perception. Most of the previous sense-and-avoid works have studied the problem of obstacle avoidance for flapping-wing robots considering only static obstacles. This letter presents a fully onboard dynamic sense-and-avoid scheme for large-scale ornithopters using event cameras. These sensors trigger pixel information due to changes of illumination in the scene such as those produced by dynamic objects. The method performs event-by-event processing in low-cost hardware such as those onboard small aerial vehicles. The proposed scheme detects obstacles and evaluates possible collisions with the robot body. The onboard controller actuates over the horizontal and vertical tail deflections to execute the avoidance maneuver. The scheme is validated in both indoor and outdoor scenarios using obstacles of different shapes and sizes. To the best of the authors’ knowledge, this is the first event-based method for dynamic obstacle avoidance in a flapping-wing robot. Consejo Europeo de Investigación (ERC) 788247 Comisión Europea - Proyecto AERIAL-CORE H2020-2019-871479 Ministerio de Universidades FPU19/04692

Country
Spain
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Subjects by Vocabulary

arXiv: Computer Science::Robotics

Keywords

Control and Optimization, Mechanical Engineering, Collision avoidance, Biomedical Engineering, Computer Science Applications, Human-Computer Interaction, Artificial Intelligence, Control and Systems Engineering, perception and autonomy [Aerial systems], Ornithopter, event camera, ornithopter, flapping-wing robot, reactive sense-and-avoid., Computer Vision and Pattern Recognition, Event camera, Flapping-wing robot

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    visibility views 140
    download downloads 211
  • citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    2
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
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    211
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visibility
download
citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
OpenAIRE UsageCountsViews provided by UsageCounts
downloads
OpenAIRE UsageCountsDownloads provided by UsageCounts
2
Top 10%
Average
Average
140
211
Funded by
EC| AERIAL-CORE
Project
AERIAL-CORE
AERIAL COgnitive integrated multi-task Robotic system with Extended operation range and safety
  • Funder: European Commission (EC)
  • Project Code: 871479
  • Funding stream: H2020 | RIA
,
EC| GRIFFIN
Project
GRIFFIN
General compliant aerial Robotic manipulation system Integrating Fixed and Flapping wings to INcrease range and safety
  • Funder: European Commission (EC)
  • Project Code: 788247
  • Funding stream: H2020 | ERC | ERC-ADG
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