In the dance studio: Analysis of human flocking

Naomi E. Leonard, George Young, Kelsey Hochgraf, Daniel Swain, Aaron Trippe, Willa Chen, Susan Marshall

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

11 Scopus citations

Abstract

Flock Logic is an art and engineering project that explores how the feedback laws used to model flocking translate when applied by a group of dancers. The artistic goal is to create tools for choreography by leveraging dynamics of multiagent systems with designed feedback and interaction. The engineering goal is to develop insights and design principles for multi-agent systems, such as human crowds, animal groups and mobile robotic networks, by examining the connections between what individual dancers do and what emerges at the level of the group. We describe our methods to create dance and investigate collective motion. To illustrate, we analyze the overhead video of an experiment in which thirteen dancers moved according to simple rules of cohesion and repulsion in response to the relative position and motion of their neighbors. Importantly, because we have prescribed the interaction protocol, we can estimate from the tracked trajectories the time-varying graph that defines who is responding to whom as time evolves. We compute time-varying status of nodes in the graph and infer conditions under which certain individuals emerge as leaders.

Original languageEnglish (US)
Title of host publication2012 American Control Conference, ACC 2012
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages4333-4338
Number of pages6
ISBN (Print)9781457710957
DOIs
StatePublished - 2012
Event2012 American Control Conference, ACC 2012 - Montreal, QC, Canada
Duration: Jun 27 2012Jun 29 2012

Publication series

NameProceedings of the American Control Conference
ISSN (Print)0743-1619

Other

Other2012 American Control Conference, ACC 2012
CountryCanada
CityMontreal, QC
Period6/27/126/29/12

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering

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    Leonard, N. E., Young, G., Hochgraf, K., Swain, D., Trippe, A., Chen, W., & Marshall, S. (2012). In the dance studio: Analysis of human flocking. In 2012 American Control Conference, ACC 2012 (pp. 4333-4338). [6315402] (Proceedings of the American Control Conference). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/acc.2012.6315402