ABSTRACT
Swarms of Unmanned Aerial Vehicles (UAVs) have many applications including search and rescue, disaster response, surveillance, infrastructure inspection, among many others. A key aspect of UAV swarms is keeping the UAVs connected through wireless communication and any deployment of UAV swarms must consider communication constraints during motion planning. In this paper we introduce \textit{ICCSwarm}, a framework for integrating communication and control in UAV swarms. \textit{ICCSwarm} consists of two phases, a planning phase where combined communication and motion planning are validated in simulation, and a deployment phase, where a UAV architecture designed around integrated communication and control executes missions from the planning phase on physical UAVs. We implemented \textit{ICCSwarm} on a physical UAV testbed and evaluated its effectiveness through a unique case study in partnership with NASA's JPL. We deployed the UAVs to trial small satellite orbits for data collection on asteroids and the results validate our design and highlight \textit{ICCSwarm}'s capabilities.
- 1.Mohamed Abdelkader, Usman A Fiaz, Noureddine Toumi, Mohamed A Mabrok, and Jeff S Shamma. 2021. RISCuer: a reliable multi-UAV search and rescue testbed. In Unmanned Aerial Systems. Elsevier, 345–374.Google Scholar
- 2.Ahmed Boubrima and Edward W Knightly. 2020. Robust mission planning of UAV networks for environmental sensing. In Proceedings of the 6th ACM Workshop on Micro Aerial Vehicle Networks, Systems, and Applications. 1–6.Google ScholarDigital Library
- 3.Hugo Cabrita and Bruno Guerreiro. 2021. NOVA. DroneArena: design and control of a low-cost drone testbed. In 2021 International Young Engineers Forum (YEF-ECE). IEEE, 20–25.Google Scholar
- 4.Mitch Campion, Prakash Ranganathan, and Saleh Faruque. 2018. UAV swarm communication and control architectures: a review. Journal of Unmanned Vehicle Systems 7, 2 (2018), 93–106.Google ScholarCross Ref
- 5.Luis F Gonzalez, Ivan Vidal, Francisco Valera, and Victor Sanchez-Aguero. 2021. A Comparative Study of Virtual Infrastructure Management Solutions for UAV Networks. In Proceedings of the 7th Workshop on Micro Aerial Vehicle Networks, Systems, and Applications. 13–18.Google ScholarDigital Library
- 6.Anusha Mujumdar, Pooja Kashyap, Swarup Kumar Mohalik, and Jim Feng. 2019. Caper: A connectivity-aware path planner with regulatory compliance for UAVs. In 2019 15th International Conference on Distributed Computing in Sensor Systems (DCOSS). IEEE, 596–603.Google ScholarCross Ref
- 7.Charles E Perkins and Elizabeth M Royer. 1999. Ad-hoc on-demand distance vector routing. In Proceedings WMCSA’99. Second IEEE Workshop on Mobile Computing Systems and Applications. IEEE, 90–100.Google ScholarCross Ref
- 8.Riccardo Petrolo, Yingyan Lin, and Edward Knightly. 2018. ASTRO: Autonomous, sensing, and tetherless networked drones. In Proceedings of the 4th ACM Workshop on Micro Aerial Vehicle Networks, Systems, and Applications. 1–6.Google ScholarDigital Library
- 9.Rachael Purta, Mikolaj Dobski, Artur Jaworski, and G Madey. 2013. A testbed for investigating the UAV swarm command and control problem using DDDAS. Procedia Computer Science 18 (2013), 2018–2027.Google ScholarCross Ref
- 10.Chengyi Qu, Alicia Esquivel Morel, Drew Dahlquist, and Prasad Calyam. 2020. Dronenet-sim: A learning-based trace simulation framework for control networking in drone video analytics. In Proceedings of the 6th ACM Workshop on Micro Aerial Vehicle Networks, Systems, and Applications. 1–6.Google ScholarDigital Library
- 11.Federico Rossi, Saptarshi Bandyopadhyay, Mark Mote, Jean-Pierre de la Croix, and Amir Rahmani. 2020. COMMUNICATION-AWARE ORBIT DESIGN FOR SMALL SPACECRAFT SWARMS AROUND SMALL BODIES. In AIAA/AAS Astrodynamics Specialist Conference.Google Scholar
- 12.Elizabeth M Royer and Chai-Keong Toh. 1999. A review of current routing protocols for ad hoc mobile wireless networks. IEEE personal communications 6, 2 (1999), 46–55.Google ScholarCross Ref
- 13.Jürgen Scherer, Saeed Yahyanejad, Samira Hayat, Evsen Yanmaz, Torsten Andre, Asif Khan, Vladimir Vukadinovic, Christian Bettstetter, Hermann Hellwagner, and Bernhard Rinner. 2015. An autonomous multi-UAV system for search and rescue. In Proceedings of the First Workshop on Micro Aerial Vehicle Networks, Systems, and Applications for Civilian Use. 33–38.Google ScholarDigital Library
- 14.Matt Schmittle, Anna Lukina, Lukas Vacek, Jnaneshwar Das, Christopher P Buskirk, Stephen Rees, Janos Sztipanovits, Radu Grosu, and Vijay Kumar. 2018. OpenUAV: A UAV testbed for the CPS and robotics community. In 2018 ACM/IEEE 9th International Conference on Cyber-Physical Systems (ICCPS). IEEE, 130–139.Google ScholarDigital Library
- 15.Asif A Siddiqi. 2018. Beyond Earth: A chronicle of deep space exploration, 1958-2016. National Aeronautics and Space Administration, Office of Communications.Google Scholar
Index Terms
- ICCSwarm: A Framework for Integrated Communication and Control in UAV Swarms
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