Dynamic Polygon Generation for Flexible Pattern Formation in Large-Scale UAV Swarm Networks

Gunasekaran Raja, Kottilingam Kottursamy, Ajay Theetharappan, Korhan Cengiz, Aishwarya Ganapathisubramaniyan, Rupak Kharel, Keping Yu

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

A UAV swarm network is a network formed by aggregating a large number of UAVs and coordinate them to execute a specific mission, especially in areas where human intervention is not physically possible or economically viable. The process of coordinating and maintaining a UAV swarm network has various phases. The pattern formation phase is one of the important phases and is highly significant in missions where geography is an important aspect of the mission. For the purpose of automating the pattern generation process, this paper proposes the dynamic polygon generation (DPGen) algorithm that can generate convex polygonal pattern with any number of vertices in linear time. The DPGen algorithm generates a pattern dynamically for any number of drones which increases the scalability of the UAV swarm networks, increasing the magnitude of use-cases of the swarm. The DPGen algorithm contains a mechanism to use this algorithm in a decentralized manner while balancing the load on all the UAVs in the network. The usage of DPGen algorithm reduces the network traffic in the UAV swarm network by 78.26% and decreases the power requirement of the leader drone by 74.39%.

Original languageEnglish
Title of host publication2020 IEEE Globecom Workshops, GC Wkshps 2020 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781728173078
DOIs
Publication statusPublished - 2020 Dec
Event2020 IEEE Globecom Workshops, GC Wkshps 2020 - Virtual, Taipei, Taiwan, Province of China
Duration: 2020 Dec 72020 Dec 11

Publication series

Name2020 IEEE Globecom Workshops, GC Wkshps 2020 - Proceedings

Conference

Conference2020 IEEE Globecom Workshops, GC Wkshps 2020
CountryTaiwan, Province of China
CityVirtual, Taipei
Period20/12/720/12/11

Keywords

  • DPGen
  • Decentralized pattern maintainance
  • Polygonal Patterns
  • UAV Swarm Networks
  • Unmanned Aerial Vehicles

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Networks and Communications
  • Computer Science Applications
  • Computer Vision and Pattern Recognition
  • Hardware and Architecture
  • Software

Fingerprint Dive into the research topics of 'Dynamic Polygon Generation for Flexible Pattern Formation in Large-Scale UAV Swarm Networks'. Together they form a unique fingerprint.

Cite this