Balancing Human and Inter-Agent Influences for Shared Control of Bio-Inspired Collectives

作者: Daniel S. Brown , Shin-Young Jung , Michael A. Goodrich

DOI: 10.1109/SMC.2014.6974582

关键词:

摘要: Abstract : Human interaction with bio-inspired collectives provides an interesting setting for studying shared control. A human will often have knowledge of global objectives and high-level plans, but the collective more detailed lower-level about particulars situation at hand. Thus it is important to understand how control can be appropriately between collective. We analyze using graph theory, propose that there are two human-side elements determine well shared: span persistence. additionally a collective-side element determines connectivity . study examples shared-control collective: shaping spatial formation causing switch stable states. Our empirical results show span, persistence, combine affect (1) influence (2) resulting success human-collective interactions.

参考文章(15)
Miroslav Fiedler, Algebraic connectivity of graphs Czechoslovak Mathematical Journal. ,vol. 23, pp. 298- 305 ,(1973) , 10.21136/CMJ.1973.101168
R. Paul Wiegand, Mitchell A. Potter, Donald A. Sofge, William M. Spears, A generalized graph-based method for engineering swarm solutions to multiagent problems parallel problem solving from nature. pp. 741- 750 ,(2006) , 10.1007/11844297_75
Amirreza Rahmani, Meng Ji, Mehran Mesbahi, Magnus Egerstedt, Controllability of Multi-Agent Systems from a Graph-Theoretic Perspective Siam Journal on Control and Optimization. ,vol. 48, pp. 162- 186 ,(2009) , 10.1137/060674909
Daniel S. Brown, Sean C. Kerman, Michael A. Goodrich, Human-swarm interactions based on managing attractors human-robot interaction. pp. 90- 97 ,(2014) , 10.1145/2559636.2559661
Sean Kerman, Daniel Brown, Michael A. Goodrich, Supporting human interaction with robust robot swarms 2012 5th International Symposium on Resilient Control Systems. pp. 197- 202 ,(2012) , 10.1109/ISRCS.2012.6309318
Shin-Young Jung, Daniel S. Brown, Michael A. Goodrich, Shaping Couzin-Like Torus Swarms through Coordinated Mediation systems, man and cybernetics. pp. 1834- 1839 ,(2013) , 10.1109/SMC.2013.316
Michael A. Goodrich, Brian Pendleton, P. B. Sujit, Jose Pinto, Toward human interaction with bio-inspired robot teams 2011 IEEE International Conference on Systems, Man, and Cybernetics. pp. 2859- 2864 ,(2011) , 10.1109/ICSMC.2011.6084115
Shin-Young Jung, Michael A. Goodrich, Multi-robot perimeter-shaping through mediator-based swarm control international conference on advanced robotics. pp. 1- 6 ,(2013) , 10.1109/ICAR.2013.6766522
Zsolt Kira, Mitchell A. Potter, Exerting human control over decentralized robot swarms international conference on automation, robotics and applications. pp. 566- 571 ,(2000) , 10.1109/ICARA.2000.4803934
M. Ballerini, N. Cabibbo, R. Candelier, A. Cavagna, E. Cisbani, I. Giardina, V. Lecomte, A. Orlandi, G. Parisi, A. Procaccini, M. Viale, V. Zdravkovic, Interaction ruling animal collective behavior depends on topological rather than metric distance: Evidence from a field study Proceedings of the National Academy of Sciences of the United States of America. ,vol. 105, pp. 1232- 1237 ,(2008) , 10.1073/PNAS.0711437105