Mathematics – Optimization and Control
Scientific paper
2009-07-09
IEEE Transactions on Automatic Control, Vol 55, No. 10, pp. 2414-2418, 2010
Mathematics
Optimization and Control
10 pages
Scientific paper
10.1109/TAC.2010.2054850
We construct control policies that ensure bounded variance of a noisy marginally stable linear system in closed-loop. It is assumed that the noise sequence is a mutually independent sequence of random vectors, enters the dynamics affinely, and has bounded fourth moment. The magnitude of the control is required to be of the order of the first moment of the noise, and the policies we obtain are simple and computable.
Chatterjee Debasish
Hokayem Peter
Lygeros John
Milias-Argeitis Andreas
Ramponi Federico
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