Zobrazeno 1 - 10
of 336
pro vyhledávání: '"Jan C. Willems"'
Publikováno v:
IEEE Transactions on Automatic Control, 59(7), 1737-1749. IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
This paper deals with the observer problem for dynamical systems in a behavioral context. We are given a dynamical system together with a partition of the system variables into a set of known or measured variables and a set of unknown, to be estimate
Autor:
Jan C. Willems
Publikováno v:
CDC/ECC
The problem of providing an adequate definition of a stochastic system is addressed and motivated using examples. A stochastic system is defined as a probability triple. The specification of the set of events is an essential part of a stochastic mode
Autor:
Jan C. Willems
Publikováno v:
IFAC Proceedings Volumes. 45:209-214
We address the interconnection of stochastic systems. A stochastic system is defined as a probability triple. The specification of the set of events is an essential part of a stochastic model. Models often require a coarse event sigma-algebra. A stoc
Publikováno v:
IEEE Transactions on Automatic Control, 56(11), 2499-2514. Institute of Electrical and Electronics Engineers
Linear parameter-varying (LPV) systems are usually described in either state-space or input-output form. When analyzing system equivalence between different representations it appears that the time-shifted versions of the scheduling signal (dynamic d
Autor:
Jan C. Willems, Paula Rocha
Publikováno v:
Multidimensional Systems and Signal Processing. 22:45-53
In this paper we study the characterization of deterministic Markovian properties for 2D behavioral systems in terms of their descriptions by PDE's. In particular, we consider scalar systems and show that in this case strong-Markovianity is equivalen
Autor:
Jan C. Willems
Publikováno v:
European Journal of Control. 16:436-440
Autor:
Jan C. Willems
Publikováno v:
ISCAS
The behavioral approach to dynamical systems is applied to electrical circuits. This offers an attractive way to introduce circuits pedagogically. An electrical circuit is a device that interacts with its environment through wires, called terminals.
Publikováno v:
Linear Algebra and its Applications. 429(7):1409-1424
In this paper, we study the structured nonnegative matrix factorization problem: given a square, nonnegative matrix P , decompose it as P = VAV ⊤ with V and A nonnegative matrices and with the dimension of A as small as possible. We propose an iter
Publikováno v:
Systems & Control Letters. 57:410-419
In this paper we consider the following problem for hidden Markov models: given a minimal hidden Markov model, derive conditions for another hidden Markov model to be equivalent and give a description of the complete set of equivalent models. A disti
Publikováno v:
IFAC Proceedings Volumes. 41:1311-1318
In linear system theory, we often encounter the situation of investigating some quadratic functionals which represent Lyapunov functions, energy storage, performance measures, e.t.c. Such a quadratic functional is called a quadratic differential form