• DocumentCode
    2843438
  • Title

    Semi-plenary multi-agent control with multi-resolution sensing over networks: A semidefinite programming approach

  • Author

    Dullerud, Geir E.

  • Author_Institution
    Mech. Sci. & Eng., Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
  • fYear
    2009
  • fDate
    17-19 June 2009
  • Abstract
    This semi-plenary is about the systematic design of networked multi-agent systems at fast time scales, and finds its basis in mathematically grounded questions about collaboration and control in such dynamical systems. It is inspired from a practical perspective by recent advances in sensing, computing and networking hardware that make reconfigurable multi-agent systems both technologically and economically feasible on a widespread scale. Examples of such systems include satellite formations, consumer robotics, and more generally networked subsystems of mobile sensors and actuators that cooperate to achieve some aggregate functionality. There are many shared design challenges associated with these types of systems, and the talk will focus on three specific connected issues: distributed control over graphs; tools for switched hybrid dynamics; and network latency and multi-resolution sensing for control. The technical setting for the talk is the framework of convex optimization, and the results presented lead directly to implementable analysis and design algorithms via semidefinite programs (SDPs). A portion of the presentation will involve describing the experimental multi-vehicle testbed, HoTDeC, which consists of wirelessly linked miniature hovercraft and wheeled robots capable of onboard multi-modal sensing, and interaction with the Internet and a vision-based sensor network.
  • Keywords
    convex programming; distributed parameter systems; image sensors; mobile robots; multi-robot systems; robot vision; consumer robotics; convex optimization; distributed control; dynamical systems; mobile sensors; multiagent control; multiresolution sensing; networked multiagent systems; onboard multimodal sensing; reconfigurable multiagent systems; satellite formations; semidefinite programming; semidefinite programs; vision-based sensor network; wheeled robots; wirelessly linked miniature hovercraft; Algorithm design and analysis; Collaboration; Computer networks; Control systems; Hardware; Mobile robots; Multiagent systems; Robot sensing systems; Satellites; Sensor systems; finite bandwidth; graph interconnections; network latency; semidefinite programs (SDPs);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference, 2009. CCDC '09. Chinese
  • Conference_Location
    Guilin
  • Print_ISBN
    978-1-4244-2722-2
  • Electronic_ISBN
    978-1-4244-2723-9
  • Type

    conf

  • DOI
    10.1109/CCDC.2009.5195171
  • Filename
    5195171