Distributed Hybrid Observer With Prescribed Convergence Rate for a Linear Plant Using Multi-Hop Decomposition.

IEEE Control Systems Letters(2023)

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摘要
With a continuous-time formulation of the multihop decomposition, we propose a distributed hybrid observer for a sensor network where the plant and local observers run in continuous time and the information exchange among the sensing nodes is sampled-data. Process disturbances, measurement noise and communication noise are considered, and we prove that under some necessary detectability assumptions the observer gains can be tuned to guarantee exponential ISS with a prescribeda convergence rate. Simulations illustrate the performance of the proposed observer.
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关键词
Observers,Robot sensing systems,Time measurement,Observability,Information exchange,Power system stability,Noise measurement,Observers for linear systems,sensor networks,hybrid systems
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