Robust signal-structure reconstruction
Decision and Control(2013)
摘要
This paper focuses on the reconstruction of the signal structure of a system in the presence of noise and nonlinearities. Previous results on polynomial time reconstruction in this area were restricted to systems where target specificity was part of the inherent structure, [5]. This work extends these results to all reconstructible systems and proposes a faster reconstruction algorithm along with an improved model selection procedure. Finally, a simulation study then details the performance of this new algorithm on reconstructible systems.
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关键词
computational complexity,signal reconstruction,improved model selection procedure,nonIinearities,polynomial time reconstruction,reconstructible systems,reconstruction algorithm,robust signal structure reconstruction
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