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BIBO stability
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== Frequency-domain condition for linear time-invariant systems== === Continuous-time signals === For a [[rational function|rational]] and [[continuous function|continuous-time system]], the condition for stability is that the [[region of convergence]] (ROC) of the [[Laplace transform]] includes the [[complex plane|imaginary axis]]. When the system is [[Causal system|causal]], the ROC is the [[open region]] to the right of a vertical line whose [[abscissa]] is the [[real part]] of the "largest pole", or the [[pole (complex analysis)|pole]] that has the greatest real part of any pole in the system. The real part of the largest pole defining the ROC is called the [[abscissa of convergence]]. Therefore, all poles of the system must be in the strict left half of the [[s-plane]] for BIBO stability. This stability condition can be derived from the above time-domain condition as follows: :<math> \begin{align} \int_{-\infty}^\infty \left|h(t)\right| \, dt & = \int_{-\infty}^\infty \left|h(t)\right| \left| e^{-j \omega t }\right| \, dt \\ & = \int_{-\infty}^\infty \left|h(t) (1 \cdot e)^{-j \omega t} \right| \, dt \\ & = \int_{-\infty}^\infty \left|h(t) (e^{\sigma + j \omega})^{- t} \right| \, dt \\ & = \int_{-\infty}^\infty \left|h(t) e^{-s t} \right| \, dt \end{align} </math> where <math>s = \sigma + j \omega</math> and <math>\operatorname{Re}(s) = \sigma = 0.</math> The [[region of convergence]] must therefore include the [[complex plane|imaginary axis]]. === Discrete-time signals === For a [[rational function|rational]] and [[discrete signal|discrete time system]], the condition for stability is that the [[Laplace transform#Region of convergence|region of convergence]] (ROC) of the [[z-transform]] includes the [[unit circle]]. When the system is [[Causal system|causal]], the ROC is the [[open region]] outside a circle whose radius is the magnitude of the [[pole (complex analysis)|pole]] with largest magnitude. Therefore, all poles of the system must be inside the [[unit circle]] in the [[Z-transform|z-plane]] for BIBO stability. This stability condition can be derived in a similar fashion to the continuous-time derivation: :<math> \begin{align} \sum_{n = -\infty}^\infty \left|h[n]\right| & = \sum_{n = -\infty}^\infty \left|h[n]\right| \left| e^{-j \omega n} \right| \\ & = \sum_{n = -\infty}^\infty \left|h[n] (1 \cdot e)^{-j \omega n} \right| \\ & =\sum_{n = -\infty}^\infty \left|h[n] (r e^{j \omega})^{-n} \right| \\ & = \sum_{n = -\infty}^\infty \left|h[n] z^{- n} \right| \end{align} </math> where <math>z = r e^{j \omega}</math> and <math>r = |z| = 1</math>. The [[Laplace transform#Region of convergence|region of convergence]] must therefore include the [[unit circle]].
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