Autonomous routing and power management of drones in gps-denied environments through dijkstra algorithm

Amir Mirzaeinia, Javad Shahmoradi, Pedram Roghanchi, Mostafa Hassanalian

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

18 Scopus citations

Abstract

Navigation of drones in GPS-denied environments, such as subways, tunnels, and underground mines is challenging. Generally, drones with non-optimized flight pattern in these environments consume a lot more power than the required power. Finding the shortest and safest path between each pair of source/destination is the objective of any efficient navigation systems. In this study, the specific shapes of the subways and tunnels are modeled as network graphs. In these tunnel network environments, each drone are considered as traffic packets like data networks. Routing drones in each network cross section need router systems in each tunnel cross sections. Routers have global network information through their interconnections and open shortest path first protocol. Given the global network information in each router, Dijkstra algorithm is deployed to find the shortest path from each source/destination pair. It is shown that Dijkstra algorithm achieves the minimum distance between any pair of subway stations. Therefore, the minimum required energy can be achieved to fly from each pair of stations in any traffic distribution moments.

Original languageEnglish
Title of host publicationAIAA Propulsion and Energy Forum and Exposition, 2019
DOIs
StatePublished - 2019
EventAIAA Propulsion and Energy Forum and Exposition, 2019 - Indianapolis, United States
Duration: Aug 19 2019Aug 22 2019

Publication series

NameAIAA Propulsion and Energy Forum and Exposition, 2019

Conference

ConferenceAIAA Propulsion and Energy Forum and Exposition, 2019
Country/TerritoryUnited States
CityIndianapolis
Period8/19/198/22/19

Bibliographical note

Publisher Copyright:
© 2019 by the American Institute of Aeronautics and Astronautics, Inc. All rights reserved.

ASJC Scopus subject areas

  • General Energy
  • Aerospace Engineering
  • Electrical and Electronic Engineering
  • Control and Systems Engineering
  • Mechanical Engineering

Fingerprint

Dive into the research topics of 'Autonomous routing and power management of drones in gps-denied environments through dijkstra algorithm'. Together they form a unique fingerprint.

Cite this