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Ramp function - Wikipedia, the free encyclopedia

Ramp function

From Wikipedia, the free encyclopedia

The ramp function is an elementary unary real function, easily computable as the mean of its independent variable and its absolute value.

This function is applied in engineering (e.g., in the theory of DSP). The name ramp function can be derived by the look of its graph.

Contents

[edit] Definitions

Graph of the ramp function
Graph of the ramp function

The ramp function ( R(x): \mathbb{R} \mapsto \mathbb{R}) may be defined analytically in several ways. Possible definitions are:


R(x) := \begin{cases} x, & x \ge 0; \\ 0, & x<0 \end{cases}
  • The mean of a straight line with unity gradient and its modulus:
R(x) := \frac{x+|x|}{2}
R(x): = xH(x)
  • The convolution of the Heaviside step function with itself:
R(x): = H(x) * H(x)
  • The integral of the heaviside step function:
R(x) := \int_{-\infty}^{x} H(\xi)\mathrm{d}\xi

[edit] Analytic properties

[edit] Non-negativity

In the whole domain the function is non-negative, so its absolute value is itself, i.e.

∀x∈ℝ: R(x)≥0


and

|R(x)| = R(x) .


  • Proof: by the mean of definition [2] it is non-negative in the I. quarter, and zero in the II.; so everywhere it is non-negative.

[edit] Derivative

Its derivative is the H(x) Heaviside function restricted to ℝ\{0}.

R'(x) = H(x) if x≠0 .



From this property definition [5]. goes.

[edit] Fourier transform

 \mathcal{F}[R(x)](k) =  \int_{-\infty}^{\infty} e^{-2\pi ikx} R(x)dx =  \frac{i\delta '(k)}{4\pi}-\frac{1}{4\pi^{2}k^{2}}

Where δ(x) is the Dirac delta (in this formula, its derivative appears).

[edit] Algebraic properties

[edit] Iteration invariancy

Every iterated function of the ramp mapping is itself, as

 R \left( R \left( x \right) \right) = R \left( x \right) .


  • Proof:  R(R(x)):= \frac{R(x)+|R(x)|}{2} = \frac{R(x)+R(x)}{2} =
    =  \frac{2R(x)}{2} = R(x) .

We applied the non-negative property.

[edit] References

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