Grant: CCI Applied Research and Development Grants
Collège La Cité
$20,000.00
Multi-Agent Artificial Intelligence Algorithms for Next-Generation Drone Platooning
EF 2023-24
Résumé
ING Robotic Aviation is a manufacturer of a complete product line of professional drones. The latest addition to the line is the Vertical Take-Off and Landing (VTOL) drone. The drones can be used for Surveillance, Monitoring, Inspection of roads, bridges, railways, electrical networks, telecommunications towers, and for military applications.
The Center of Expertise in Smart Prototyping (CEPI) of La Cité in Ottawa which will do the applied research on this project has expertise in artificial intelligence (AI).
This proposal aims to develop a prototype for Drone Platooning. The concept of Drone Platooning refers to a group of autonomous drones collaborating to fulfill a mission. With the emergence of VTOL drones with enhanced capabilities, missions become more complex and demanding, requiring them to collaborate. In our project, a drone working with 4 other drones can be sent for a Search & Rescue mission in the aftermath of a natural disaster for example. All the drones are autonomous but collaborate in a Platoon formation to conduct surveillance, identify targets (i.e people in need of help), and communicate their location to the ground station which will dispatch a rescue team. Our project consists of a proof-of-concept of advanced Deep Machine Learning techniques to be deployed in each drone and applied to the coordination of the drone platoon in the execution of their mission. Validation will be done in a flight simulator.
At the end of the project, the main benefit for ING Robotic Aviation would be knowledge and technology they could integrate in their drones which would be competitive differentiators on the market. The benefit for the students involved in this project would be training in very advanced engineering techniques. The benefit for Canada and Canadians would be a drone platoon capable of performing, for example, Search & Rescue of people following an earthquake or a flooding in difficult-to-reach areas.
Programme
CCI Applied Research and Development Grants
Bénéficiaire
Emplacement
Ontario, Canada
Type de bénéficiaire
Academia
Type
Grant
Source
NSERC's Awards Data
Tel que publié
Application id
CCARD-2022-00590
Name nom
Renaud, Eric
Department département
Bureau de la recherche et de l'innovation, CEPI - La Cité collégiale
Organization id
28248
Institution établissement
Collège La Cité
Province en
Ontario
Province fr
Ontario
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2023
Competition year année de concours
2022
Award amount
20000
Program id
CCARD
Program name en
CCI Applied Research and Development Grants
Program name fr
ICC Subventions de recherche et développement appliquée
Group en
RESEARCH PARTNERSHIPS
Group fr
PARTENARIATS DE RECHERCHE
Area of application code
10000
Area of application group en
The socioeconomic objective available
Area of application group fr
L'objectif socioéconomique disponible
Area of application en
The socioeconomic objective available
Area of application fr
L'objectif socioéconomique disponible
Research subject code
10000
Research subject group en
The field of research available
Research subject group fr
The field of research available
Research subject en
Le domaine de recherche disponible
Research subject fr
Le domaine de recherche disponible
Field of research list codes
RDF1020104
Field of research list names en
Machine learning
Field of research list names fr
Apprentissage machine
Socioeconomic objective list codes
RDS10610
Socioeconomic objective list names en
Information systems, technologies and services
Socioeconomic objective list names fr
Systèmes, technologies et services d'information
Application title
Multi-Agent Artificial Intelligence Algorithms for Next-Generation Drone Platooning
Keyword
artificial intelligence; drone; platoon; distributed ; autonomous vehicles; redundacy; simulator; virtual environment
Application summary
ING Robotic Aviation is a manufacturer of a complete product line of professional drones. The latest addition to the line is the Vertical Take-Off and Landing (VTOL) drone. The drones can be used for Surveillance, Monitoring, Inspection of roads, bridges, railways, electrical networks, telecommunications towers, and for military applications.
The Center of Expertise in Smart Prototyping (CEPI) of La Cité in Ottawa which will do the applied research on this project has expertise in artificial intelligence (AI).
This proposal aims to develop a prototype for Drone Platooning. The concept of Drone Platooning refers to a group of autonomous drones collaborating to fulfill a mission. With the emergence of VTOL drones with enhanced capabilities, missions become more complex and demanding, requiring them to collaborate. In our project, a drone working with 4 other drones can be sent for a Search & Rescue mission in the aftermath of a natural disaster for example. All the drones are autonomous but collaborate in a Platoon formation to conduct surveillance, identify targets (i.e people in need of help), and communicate their location to the ground station which will dispatch a rescue team. Our project consists of a proof-of-concept of advanced Deep Machine Learning techniques to be deployed in each drone and applied to the coordination of the drone platoon in the execution of their mission. Validation will be done in a flight simulator.
At the end of the project, the main benefit for ING Robotic Aviation would be knowledge and technology they could integrate in their drones which would be competitive differentiators on the market. The benefit for the students involved in this project would be training in very advanced engineering techniques. The benefit for Canada and Canadians would be a drone platoon capable of performing, for example, Search & Rescue of people following an earthquake or a flooding in difficult-to-reach areas.