Cited by 424Distributed Control Multi-Agent SystemsModular Robots and Swarm IntelligenceHuman-Automation Interaction and Safety

Human Interaction With Robot Swarms: A Survey

Kolling, Andreas, Walker, Phillip, Chakraborty, Nilanjan, Sycara, Katia, Lewis, Michael·2016·IEEE Transactions on Human-Machine Systems

Abstract

Recent advances in technology are delivering robots of reduced size and cost. A natural outgrowth of these advances are systems comprised of large numbers of robots that collaborate autonomously in diverse applications. Research on effective autonomous control of such systems, commonly called swarms, has increased dramatically in recent years and received attention from many domains, such as bioinspired robotics and control theory. These kinds of distributed systems present novel challenges for the effective integration of human supervisors, operators, and teammates that are only beginning to be addressed. This paper is the first survey of human-swarm interaction (HSI) and identifies the core concepts needed to design a human-swarm system. We first present the basics of swarm robotics. Then, we introduce HSI from the perspective of a human operator by discussing the cognitive complexity of solving tasks with swarm systems. Next, we introduce the interface between swarm and operator and identify challenges and solutions relating to human-swarm communication, state estimation and visualization, and human control of swarms. For the latter, we develop a taxonomy of control methods that enable operators to control swarms effectively. Finally, we synthesize the results to highlight remaining challenges, unanswered questions, and open problems for HSI, as well as how to address them in future works.

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Crossref · 10.1109/thms.2015.2480801

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  • Disruption in the working of the swarm might be caused by just a few malicious robots sneaking into the group.

    “In addition, disruption in the working of the swarm might be caused by just a few malicious robots sneaking into the group [97].”

    From Swarm Robotics: Past, Present, and Future [Point of View] (2021) · cites this paper as [97]

  • Security issues are more serious in the case of robot swarms.

    “Such issues will be even more serious in the case of robot swarms [97].”

    From Swarm Robotics: Past, Present, and Future [Point of View] (2021) · cites this paper as [97]

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Authors
Kolling, A., Walker, P., Chakraborty, N., Sycara, K., & Lewis, M.
Affiliations
  • University of Sheffield (GB)
  • University of Pittsburgh (US)
  • Stony Brook University (US)
  • Carnegie Mellon University (US)
Venue
IEEE Transactions on Human-Machine Systems
Published
2016-02
Volume
46
Issue
1
Pages
9-26
ISSN
  • 2168-2291 (ISSN-L)
  • 2168-2305
OpenAlex
W2267863633
Cited by
424
References
3
Citations by year
2026: 39 · 2025: 37 · 2024: 47 · 2023: 39 · 2022: 40 · 2021: 41 · 2020: 56 · 2019: 41 · 2018: 43 · 2017: 27 · 2016: 14
FWCI
32.09
Type
journal article
Language
en
Open access
closed
Locations
  • IEEE Transactions on Human-Machine Systems (publishedVersion)
  • White Rose Research Online (University of Leeds, The University of Sheffield, University of York) (acceptedVersion)
  • D-Scholarship@Pitt (University of Pittsburgh) (acceptedVersion)
Funders
  • Office of Naval Research (N00014-09-1-0680)
  • European Research Council (PCIG14-GA-2013-631553)
Topics
  • Physical Sciences › Computer Science › Computer Networks and Communications › Distributed Control Multi-Agent Systems
  • Physical Sciences › Engineering › Mechanical Engineering › Modular Robots and Swarm Intelligence
  • Social Sciences › Psychology › Social Psychology › Human-Automation Interaction and Safety
Keywords
human-swarm interaction, swarm robotics, human operators, human-machine interaction, state estimation, visualization, cognitive complexity, bio-inspired robotics, autonomous decentralized systems

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