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In this technical note, stochastic coupling attenuation is investigated for a class of multi-variable bilinear stochastic systems and a novel output feedback $m$-block backstepping controller with linear estimator is designed, where gradient descent optimization is used to tune the design parameters of the controller. It has been shown that the trajectories of the closed-loop stochastic systems are...
In this paper, a novel control algorithm is presented to minimize output statistical couplings for a class of dynamic nonlinear multi-variable non-Gaussian stochastic systems. Using Cauchy-Schwartz mutual information, a new performance criterion is given and this associated control algorithm is presented to minimized the mutual information of the system outputs so as to minimize the statistical couplings...
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