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On anytime control of nonlinear processes through calculation of control sequences

机译:关于控制序列计算的非线性过程的随时控制

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We present two related algorithms to calculate the control input when the processing resources available are time-varying. The basic idea is to calculate the control input for as many time steps into the future as allowed by the available processing resources at every time step. We analyze the stability of the resulting closed loop system using stochastic Lyapunov functions. For the LQG case, we provide explicit analytical performance and stability expressions. For more general cases, we indicate through numerical simulations that the increase in performance due to the proposed algorithm can be significant.
机译:我们呈现两个相关算法,以计算可用的处理资源时的控制输入。基本思想是根据每次步骤允许的可用处理资源允许,计算对未来的许多时间步骤的控制输入。我们使用随机Lyapunov函数分析所产生的闭环系统的稳定性。对于LQG案例,我们提供明确的分析性能和稳定性表达式。对于更通用的情况,我们通过数值模拟表示,由于所提出的算法导致的性能增加可能是显着的。

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