Convergence Analysis of a Class of Networks of Nonlinear Coupled Oscillators

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dc.contributor.advisorKrishnaprasad, P.S.en_US
dc.contributor.authorJusth, Eric W.en_US
dc.contributor.departmentISRen_US
dc.date.accessioned2007-05-23T09:58:01Z
dc.date.available2007-05-23T09:58:01Z
dc.date.issued1994en_US
dc.description.abstractA network of nonlinear coupled oscillators is presented, and a convergence proof is given along with physical motivation. Next, the network architecture is generalized by allowing interconnections between oscillators to be controlled in an adaptive fashion, and convergence of the generalized network is proved. An example network is presented to illustrate the utility of such networks and to show why the problem of undesired stable equilibria must be addressed. Two alternative approaches are then presented which overcome the problem of undesired stable equilibria appearing in the network dynamics. Finally, an analog VLSI approach to implementation of such networks is presented, and tradeoffs among power dissipation, bandwidth, and network size are discussed.en_US
dc.format.extent2134560 bytes
dc.format.mimetypeapplication/pdf
dc.identifier.urihttp://hdl.handle.net/1903/5581
dc.language.isoen_USen_US
dc.relation.ispartofseriesISR; MS 1994-11en_US
dc.subjectneural systemsen_US
dc.subjectsignal processingen_US
dc.subjectnonlinear systemsen_US
dc.subjectstabilityen_US
dc.subjectanalog VLSIen_US
dc.subjectIntelligent Control Systemsen_US
dc.titleConvergence Analysis of a Class of Networks of Nonlinear Coupled Oscillatorsen_US
dc.typeThesisen_US

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