Convolution theorem for Laplace transforms Created 2026-10-06 Updated 2026-10-07
For functions whose Laplace transforms converge on a common right half-plane, the causal convolution satisfies . This converts a transformed boundary forcing into a known time-domain integral representation.
Kalman rank criterion 2026-10-14
For a finite-dimensional continuous-time linear time-invariant system on , with constant matrices over the real numbers, no state constraints, and every piecewise continuous function allowed as a control input without an amplitude bound, controllability in any fixed is equivalent to the controllability matrix having rank of a matrix . The same equivalence holds with all square-integrable functions as inputs. A stronger useful statement iswhere is a matrix exponential and is the column space. Thus a rank of a matrix leaves only an -dimensional affine subspace reachable at that time. [ref]
The Kalman rank criterion allows arbitrarily large commands as shrinks. It does not assert controllability with bounded control inputs, nor test a general nonlinear dynamical system just by counting its inputs. For the double integrator, and give two independent directions, despite there being only one control input.
Laplace transform Created 2026-09-24 Updated 2026-09-24
Poisson arrivals see time averages Created 2026-09-24 Updated 2026-10-05
The Poisson arrivals see time averages property says that an external Poisson process independent of a stationary system sees the system-state distribution at its arrival times. Thus the fraction of arrivals that accept a state-dependent admission rule is .