Functions and Charges with Semibounded Spectra
Chapter
Abstract
Let us imagine a device transforming an input f into the output L(f); both are some functions of time (“signals”). The domain χ of the operator L (i.e., the set of all admissible inputs) and the range of L are vector spaces consisting of (generalized) functions defined on ℝ. We assume L to be linear. Set τ h (f)(t) := f(t - h). The signal τ h (f) is a shift of f; if h > 0, then τ h (f) is h time units later than f. Suppose that our device is indifferent to the choice of the origin of the time axis. In other words, τ h (χ) ⊂ χ, L(τ h (f)) = τ h L(f) (h ∈ ℝ, f ∈ χ). Such operators L are called shift invariant. It is well known that (under some natural restrictions) a shift invariant operator L can be represented as a convolution: where a is a (generalized) function. It coincides with the output corresponding to the δ-input: a = L(δ). Real devices obey the causality principle (“no output without an input”). This means that if f ∈ χ, t0 ∈ ℝ and f | (-∞, t0) =0, then L(f) | (-∞, t0) = 0. At any given moment to such a device takes into account the past of the signal f and ignores its future; L(f) | (-∞, t0) is completely determined by f | (-∞, t0). It is easy to see that a device described by a shift invariant operator L is causal iff a | (-∞, 0) = 0.
$$L\left( f \right) = a*f\quad \left( {f \in X} \right)$$
(1)
Keywords
Spectral Mass Zero Length Finite Support Positive Length Jensen Inequality
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.
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© Springer-Verlag Berlin Heidelberg 1994