Heaviside step function: Difference between revisions
imported>Paul Wormer No edit summary |
imported>Paul Wormer No edit summary |
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\begin{cases} | \begin{cases} | ||
1 &\quad\hbox{if}\quad x > 0\\ | 1 &\quad\hbox{if}\quad x > 0\\ | ||
0 &\quad\hbox{if}\quad x < 0\\ | 0 &\quad\hbox{if}\quad x < 0\\ | ||
\end{cases} | \end{cases} | ||
</math> | </math> | ||
The function is undetermined for ''x'' = 0, sometimes one defines <math>H(0) = 1/2\,</math>. | |||
From the definition it follows immediately that | |||
:<math> | |||
H(x-a) = | |||
\begin{cases} | |||
1 &\quad\hbox{if}\quad x > a\\ | |||
0 &\quad\hbox{if}\quad x < a\\ | |||
\end{cases} | |||
</math> | |||
The function is named after the English mathematician [[Oliver Heaviside]]. | The function is named after the English mathematician [[Oliver Heaviside]]. | ||
==Derivative== | ==Derivative== | ||
Note that a block function ''B''<sub>Δ</sub> of width Δ and height 1/Δ can be given in terms of step functions (for positive Δ), namely | Note that a block ("boxcar") function ''B''<sub>Δ</sub> of width Δ and height 1/Δ can be given in terms of step functions (for positive Δ), namely | ||
:<math> | :<math> | ||
B_\Delta(x) = | B_\Delta(x) = \frac{ H(x+\Delta/2) - H(x-\Delta/2)}{\Delta}= | ||
\begin{cases} | \begin{cases} | ||
\frac{0 - 0}{\Delta} = 0 & \quad\hbox{if}\quad x < -\Delta/2 \\ | |||
\frac{1 - 0}{\Delta} = \frac{1}{\Delta} & \quad\hbox{if}\quad -\Delta/2 < x < \Delta/2 \\ | |||
\frac{1 - 1}{\Delta} = 0 & \quad\hbox{if}\quad x > \Delta/2 \\ | |||
\end{cases} | \end{cases} | ||
</math> | </math> | ||
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= \lim_{\Delta\rightarrow 0} B_\Delta(x) =\delta(x), | = \lim_{\Delta\rightarrow 0} B_\Delta(x) =\delta(x), | ||
</math> | </math> | ||
where δ(''x'') is the | where δ(''x'') is the Dirac delta function, which may be defined as the block function in the limit of zero width, see the article on the [[Dirac delta function]]. | ||
The step function is a generalized function (a [[distribution (mathematics)|distribution]]). | The step function is a generalized function (a [[distribution (mathematics)|distribution]]). | ||
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</math> | </math> | ||
Here the "turnover rule" for d/d''x'' is used, which may be proved by integration by parts and which holds when ''f''(''x'') vanishes at the integration limits. | Here the "turnover rule" for d/d''x'' is used, which may be proved by integration by parts and which holds when ''f''(''x'') vanishes at the integration limits. | ||
<!-- | |||
==Limit of arctan== | |||
--> | |||
==Fourier transform== | |||
:<math> | |||
\mathcal{F}(H) \equiv \sqrt{\frac{1}{2\pi}} \int_{-\infty}^{\infty} e^{-iux}H(x) dx = | |||
\sqrt{\frac{1}{2\pi}} \left( \pi \delta(u) - i PP(\frac{1}{u})\right) | |||
</math> | |||
where δ(''u'') is the [[Dirac delta function]] and ''PP'' stands for the [[Cauchy principal value]]. | |||
===Proof=== | |||
Write | |||
:<math> | |||
\begin{align} | |||
\mathcal{F}(H) &= \sqrt{\frac{1}{2\pi}} \int_{0}^{\infty} e^{-iux} dx = \lim_{\epsilon \rightarrow 0^+} \sqrt{\frac{1}{2\pi}} \int_{0}^{\infty} e^{-iux-\epsilon x} dx = | |||
\\ | |||
&= \lim_{\epsilon \rightarrow 0^+} \sqrt{\frac{1}{2\pi}} \left[ \frac{e^{-iux}e^{-\epsilon x}}{-iu-\epsilon} \right]^{\infty}_0 =\sqrt{\frac{1}{2\pi}} \lim_{\epsilon \rightarrow 0^+} \frac{1}{iu+\epsilon}, | |||
\end{align} | |||
</math> | |||
where we used | |||
:<math> | |||
\lim_{x \rightarrow \infty} e^{-iux}\,e^{-\epsilon x} = 0,\quad \epsilon > 0. | |||
</math> | |||
Now use the following relation, | |||
:<math> | |||
\lim_{\epsilon \rightarrow 0^+} \frac{-i}{u-i\epsilon} = -i \Big(PP(\frac{1}{u}) +i \pi \delta{u}\Big) | |||
</math> | |||
and the result is proved. | |||
In order to prove the last relation .... | |||
'''(To be continued)''' |
Revision as of 07:48, 24 December 2008
In mathematics, physics, and engineering the Heaviside step function is the following function,
The function is undetermined for x = 0, sometimes one defines .
From the definition it follows immediately that
The function is named after the English mathematician Oliver Heaviside.
Derivative
Note that a block ("boxcar") function BΔ of width Δ and height 1/Δ can be given in terms of step functions (for positive Δ), namely
Knowing this, the derivative of H follows easily
where δ(x) is the Dirac delta function, which may be defined as the block function in the limit of zero width, see the article on the Dirac delta function.
The step function is a generalized function (a distribution). When H(x) is multiplied under the integral by the derivative of an arbitrary differentiable function f(x) that vanishes for plus/minus infinity, the result of the integral is minus the function value for x = 0,
Here the "turnover rule" for d/dx is used, which may be proved by integration by parts and which holds when f(x) vanishes at the integration limits.
Fourier transform
where δ(u) is the Dirac delta function and PP stands for the Cauchy principal value.
Proof
Write
where we used
Now use the following relation,
and the result is proved. In order to prove the last relation ....
(To be continued)