Designing a User-Centered Interaction Interface for Human–Swarm Teaming

Author:

Divband Soorati MohammadORCID,Clark JediahORCID,Ghofrani JavadORCID,Tarapore DaneshORCID,Ramchurn Sarvapali D.ORCID

Abstract

A key challenge in human–swarm interaction is to design a usable interface that allows the human operators to monitor and control a scalable swarm. In our study, we restrict the interactions to only one-to-one communications in local neighborhoods between UAV-UAV and operator-UAV. This type of proximal interactions will decrease the cognitive complexity of the human–swarm interaction to O(1). In this paper, a user study with 100 participants provides evidence that visualizing a swarm as a heat map is more effective in addressing usability and acceptance in human–swarm interaction. We designed an interactive interface based on the users’ preference and proposed a controlling mechanism that allows a human operator to control a large swarm of UAVs. We evaluated the proposed interaction interface with a complementary user study. Our testbed and results establish a benchmark to study human–swarm interaction where a scalable swarm can be managed by a single operator.

Funder

UK Research and Innovation

Publisher

MDPI AG

Subject

Artificial Intelligence,Computer Science Applications,Aerospace Engineering,Information Systems,Control and Systems Engineering

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1. Outlining the Design Space of eXplainable Swarm (xSwarm): Experts’ Perspective;Distributed Autonomous Robotic Systems;2024

2. Search Space Illumination of Robot Swarm Parameters for Trustworthy Interaction;Distributed Autonomous Robotic Systems;2024

3. Self-organising Distributed Sensor Fusion Networks for Hierarchical Swarm Control and Supervision;2023 IEEE Symposium Sensor Data Fusion and International Conference on Multisensor Fusion and Integration (SDF-MFI);2023-11-27

4. The Effect of Data Visualisation Quality and Task Density on Human-Swarm Interaction;2023 32nd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN);2023-08-28

5. Trustworthy Swarms;Proceedings of the First International Symposium on Trustworthy Autonomous Systems;2023-07-11

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