End-to-End Design for Self-Reconfigurable Heterogeneous Robotic Swarms

Jorge Peña Queralta, Qingqing Li, Tuan Nguyen Gia, Linh Truong, Tomi Westerlund

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

Abstract

More widespread adoption requires swarms of robots to be more flexible for real-world applications. Multiple challenges remain in complex scenarios where a large amount of data needs to be processed in real-time and high degrees of situational awareness are required. The options in this direction are limited in existing robotic swarms, mostly homogeneous robots with limited operational and reconfiguration flexibility. We address this by bringing elastic computing techniques and dynamic resource management from the edge-cloud computing domain to the swarm robotics domain. This enables the dynamic provisioning of collective capabilities in the swarm for different applications. Therefore, we transform a swarm into a distributed sensing and computing platform capable of complex data processing tasks, which can then be offered as a service. In particular, we discuss how this can be applied to adaptive resource management in a heterogeneous swarm of drones, and how we are implementing the dynamic deployment of distributed data processing algorithms. With an elastic drone swarm built on reconfigurable hardware and containerized services, it will be possible to raise the self-awareness, degree of intelligence, and level of autonomy of heterogeneous swarms of robots. We describe novel directions for collaborative perception, and new ways of interacting with a robotic swarm.
Original languageEnglish
Title of host publicationProceedings - 16th Annual International Conference on Distributed Computing in Sensor Systems, DCOSS 2020
PublisherIEEE
Pages281-287
Number of pages7
ISBN (Electronic)9781728143514
DOIs
Publication statusPublished - May 2020
MoE publication typeA4 Article in a conference publication
EventInternational Conference on Distributed Computing in Sensor Systems - Online, United States
Duration: 15 Jun 202017 Jun 2020
https://www.dcoss.org/

Conference

ConferenceInternational Conference on Distributed Computing in Sensor Systems
Abbreviated titleDCOSS
CountryUnited States
Period15/06/202017/06/2020
Internet address

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