Definitions from Stability of systems
All definitions from Stability of systems.
Discrete-time system
A discrete-time system describes values at times through a recurrence
A first-order system uses and needs one initial value; a second-order system uses and needs two.
Discrete linear system
A homogeneous second-order discrete linear system has the form
Here , and the coefficients are constant, so a characteristic-root calculation can replace the recurrence by an algebraic equation.
Discrete stability
For the linear systems considered here, a system is stable when every solution satisfies as and unstable when some solution is unbounded.
Here stable means asymptotically stable. A system whose solutions stay bounded but do not all decay is a boundary case, neither stable nor unstable under this convention.
Informally, “stable” sometimes means only “bounded”. The stricter convention stops a unit-modulus mode from being mistaken for a decaying one.
Continuous-time system
A continuous-time system describes a function through a differential equation with . For with , consider the second-order homogeneous equation
The exponential trial function leads to the algebraic equation
Continuous stability
For the linear systems considered here, a continuous system is stable when every solution decays to zero as and unstable when some solution is unbounded.
As in the discrete case, this is asymptotic stability; bounded non-decaying solutions form a boundary case.