Zobrazeno 1 - 10
of 38
pro vyhledávání: '"Athalye, Chirayu D."'
Structural controllability challenges arise from imprecise system modeling and system interconnections in large scale systems. In this paper, we study structural control of bilinear systems on the special Euclidean group. We employ graph theoretic me
Externí odkaz:
http://arxiv.org/abs/2310.00589
Publikováno v:
IEEE Signal Processing Letters, vol. 30, pp. 1447-1451, 2023
In plug-and-play (PnP) regularization, the proximal operator in algorithms such as ISTA and ADMM is replaced by a powerful denoiser. This formal substitution works surprisingly well in practice. In fact, PnP has been shown to give state-of-the-art re
Externí odkaz:
http://arxiv.org/abs/2309.16899
In Plug-and-Play (PnP) algorithms, an off-the-shelf denoiser is used for image regularization. PnP yields state-of-the-art results, but its theoretical aspects are not well understood. This work considers the question: Similar to classical compressed
Externí odkaz:
http://arxiv.org/abs/2207.13031
Publikováno v:
in IEEE Transactions on Image Processing, vol. 30, pp. 4802-4813, 2021
In plug-and-play (PnP) regularization, the knowledge of the forward model is combined with a powerful denoiser to obtain state-of-the-art image reconstructions. This is typically done by taking a proximal algorithm such as FISTA or ADMM, and formally
Externí odkaz:
http://arxiv.org/abs/2105.05177
Publikováno v:
In Signal Processing October 2023 211
It is well known that, the existence of a Lyapunov function is a sufficient condition for stability, asymptotic stability, or global asymptotic stability of an equilibrium point of an autonomous system $\dot{\mathbf{x}} = f(\mathbf{x})$. In variants
Externí odkaz:
http://arxiv.org/abs/1405.0747
Publikováno v:
In Systems & Control Letters July 2016 93:13-20
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Akademický článek
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Publikováno v:
In Automatica October 2017 84:70-78