skip to main content
10.1145/3447993.3482862acmconferencesArticle/Chapter ViewAbstractPublication PagesmobicomConference Proceedingsconference-collections
research-article

An aerodynamic, computer vision, and network simulator for networked drone applications

Published: 25 October 2021 Publication History

Abstract

We develop, implement, and demonstrate an open-source simulator, called AirSimN, for evaluating drone-based wireless networks in this extended abstract. AirSimN is different from all prior attempts in the literature because it concurrently supports aerodynamic, computer vision, and network simulations. We carefully design it to minimize the effort of realizing virtually arbitrary drone applications, thanks to the active and popular AirSim and NS-3 projects. Many mobile computing and wireless networking projects on, e.g., drone feedback controllers, drone vision algorithms, and 5G/6G cellular network planning, can leverage AirSimN for large-scale evaluations.

References

[1]
Faruk Akgul. 2013. ZeroMQ. Packt Publishing.
[2]
Sabur Baidya, Zoheb Shaikh, and Marco Levorato. 2018. FlyNetSim: An Open Source Synchronized UAV Network Simulator Based on NS-3 and Ardupilot. In Proc. of ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWIM'18). Montreal, QC, Canada, 37--45.
[3]
Epic Games. 2019. Unreal Engine. Retrieved July 7, 2021 from https://www.unrealengine.com
[4]
Jocher et al. 2021. ultralytics/yolov5: v5.0 - YOLOv5-P6 1280 models, AWS, Supervise.ly and YouTube integrations. Retrieved July 7, 2021 from
[5]
Marconato et al. 2017. AVENS-A Novel Flying Ad Hoc Network Simulator With Automatic Code Generation for Unmanned Aircraft System. In Proc. of Hawaii International Conference on System Sciences (HICSS'17). Waikoloa Village, HW, 6275--6284.
[6]
Jalil Modares, Nicholas Mastronarde, and Karthik Dantu. 2016. UB-ANC Emulator: An Emulation Framework for Multi-agent Drone Networks. In Proc. of IEEE International Conference on Simulation, Modeling, and Programming for Autonomous Robots (SIMPAR'16). San Francisco, CA, 252--258.
[7]
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 Proc. of ACM Workshop on Micro Aerial Vehicle Networks, Systems, and Applications (DroneNet'20). Toronto, Canada, 1--6.
[8]
George F. Riley and Thomas R. Henderson. 2010. The NS-3 Network Simulator. In Modeling and Tools for Network Simulation. Springer, 15--34.
[9]
Shital Shah, Debadeepta Dey, Chris Lovett, and Ashish Kapoor. 2018. AirSim: High-Fidelity Visual and Physical Simulation for Autonomous Vehicles. In Field and Service Robotics. Springer, 621--635.
[10]
The ArduPilot Authors. 2021. Ardupilot Autopilot Suite. 2016. Retrieved July 7, 2021 from http://ardupilot.com/
[11]
András Varga. 2001. Discrete Event Simulation System. In Proc. of the European Simulation Multiconference (ESM'2001). Prague, Czech, 1--7.
[12]
Xplane Dev Team. 2020. X-Plane 11 Flight Simulator | More Powerful. Made Usable. Retrieved July 7, 2021 from https://www.x-plane.com/

Cited By

View all
  • (2024)CAVIAR: Co-Simulation of 6G Communications, 3-D Scenarios, and AI for Digital TwinsIEEE Internet of Things Journal10.1109/JIOT.2024.341867511:19(31287-31300)Online publication date: 1-Oct-2024
  • (2024)An Integrated Intranet-Based Simulation System for College of Hospitality and Tourism Management of EARIST Manila2024 3rd International Conference on Computer Applications Technology (CCAT)10.1109/CCAT64370.2024.00019(55-60)Online publication date: 15-Nov-2024
  • (2024)Network simulation tools for unmanned aerial vehicle communications: A surveyInternational Journal of Communication Systems10.1002/dac.587837:15Online publication date: 17-Jun-2024
  • Show More Cited By

Recommendations

Comments

Information & Contributors

Information

Published In

cover image ACM Conferences
MobiCom '21: Proceedings of the 27th Annual International Conference on Mobile Computing and Networking
October 2021
887 pages
ISBN:9781450383424
DOI:10.1145/3447993
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

Sponsors

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 25 October 2021

Permissions

Request permissions for this article.

Check for updates

Author Tags

  1. UAV
  2. autonomous
  3. computer vision
  4. drone
  5. network
  6. simulator

Qualifiers

  • Research-article

Conference

ACM MobiCom '21
Sponsor:

Acceptance Rates

Overall Acceptance Rate 440 of 2,972 submissions, 15%

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)73
  • Downloads (Last 6 weeks)10
Reflects downloads up to 25 Feb 2025

Other Metrics

Citations

Cited By

View all
  • (2024)CAVIAR: Co-Simulation of 6G Communications, 3-D Scenarios, and AI for Digital TwinsIEEE Internet of Things Journal10.1109/JIOT.2024.341867511:19(31287-31300)Online publication date: 1-Oct-2024
  • (2024)An Integrated Intranet-Based Simulation System for College of Hospitality and Tourism Management of EARIST Manila2024 3rd International Conference on Computer Applications Technology (CCAT)10.1109/CCAT64370.2024.00019(55-60)Online publication date: 15-Nov-2024
  • (2024)Network simulation tools for unmanned aerial vehicle communications: A surveyInternational Journal of Communication Systems10.1002/dac.587837:15Online publication date: 17-Jun-2024
  • (2023)Error Concealment of Dynamic LiDAR Point Clouds for Connected and Autonomous VehiclesGLOBECOM 2023 - 2023 IEEE Global Communications Conference10.1109/GLOBECOM54140.2023.10436866(5409-5415)Online publication date: 4-Dec-2023

View Options

Login options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Figures

Tables

Media

Share

Share

Share this Publication link

Share on social media