Full width at half maximum
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In a distribution, full width at half maximum (FWHM) is the difference between the two values of the
independent variable Dependent and independent variables are variables in mathematical modeling, statistical modeling and experimental sciences. Dependent variables receive this name because, in an experiment, their values are studied under the supposition or dema ...
at which the dependent variable is equal to half of its maximum value. In other words, it is the width of a spectrum curve measured between those points on the ''y''-axis which are half the maximum amplitude. Half width at half maximum (HWHM) is half of the FWHM if the function is symmetric. The term full duration at half maximum (FDHM) is preferred when the independent variable is
time Time is the continued sequence of existence and event (philosophy), events that occurs in an apparently irreversible process, irreversible succession from the past, through the present, into the future. It is a component quantity of various me ...
. FWHM is applied to such phenomena as the duration of
pulse In medicine, a pulse represents the tactile arterial palpation of the cardiac cycle (heartbeat) by trained fingertips. The pulse may be palpated in any place that allows an artery to be compressed near the surface of the body, such as at the n ...
waveforms and the spectral width of sources used for optical
communications Communication (from la, communicare, meaning "to share" or "to be in relation with") is usually defined as the transmission of information. The term may also refer to the message communicated through such transmissions or the field of inquir ...
and the resolution of
spectrometer A spectrometer () is a scientific instrument used to separate and measure spectral components of a physical phenomenon. Spectrometer is a broad term often used to describe instruments that measure a continuous variable of a phenomenon where the ...
s. The convention of "width" meaning "half maximum" is also widely used in
signal processing Signal processing is an electrical engineering subfield that focuses on analyzing, modifying and synthesizing '' signals'', such as sound, images, and scientific measurements. Signal processing techniques are used to optimize transmissions, ...
to define
bandwidth Bandwidth commonly refers to: * Bandwidth (signal processing) or ''analog bandwidth'', ''frequency bandwidth'', or ''radio bandwidth'', a measure of the width of a frequency range * Bandwidth (computing), the rate of data transfer, bit rate or thr ...
as "width of frequency range where less than half the signal's power is attenuated", i.e., the power is at least half the maximum. In signal processing terms, this is at most −3  dB of attenuation, called ''half-power point'' or, more specifically, ''
half-power bandwidth The half-power point is the point at which the output power has dropped to half of its peak value; that is, at a level of approximately -3  dB. In filters, optical filters, and electronic amplifiers, the half-power point is also known as hal ...
''. When half-power point is applied to antenna
beam width The beam diameter or beam width of an electromagnetic beam is the diameter along any specified line that is perpendicular to the beam axis and intersects it. Since beams typically do not have sharp edges, the diameter can be defined in many differ ...
, it is called '' half-power beam width''.


Specific distributions


Normal distribution

If the considered function is the density of a
normal distribution In statistics, a normal distribution or Gaussian distribution is a type of continuous probability distribution for a real-valued random variable. The general form of its probability density function is : f(x) = \frac e^ The parameter \mu ...
of the form f(x) = \frac \exp \left -\frac \right/math> where ''σ'' is the
standard deviation In statistics, the standard deviation is a measure of the amount of variation or dispersion of a set of values. A low standard deviation indicates that the values tend to be close to the mean (also called the expected value) of the set, whil ...
and ''x''0 is the
expected value In probability theory, the expected value (also called expectation, expectancy, mathematical expectation, mean, average, or first moment) is a generalization of the weighted average. Informally, the expected value is the arithmetic mean of a ...
, then the relationship between FWHM and the
standard deviation In statistics, the standard deviation is a measure of the amount of variation or dispersion of a set of values. A low standard deviation indicates that the values tend to be close to the mean (also called the expected value) of the set, whil ...
isGaussian Function – from Wolfram MathWorld
/ref> \mathrm = 2\sqrt \; \sigma \approx 2.355 \; \sigma. The corresponding area within this FWHM accounts to approximately 76%. The width does not depend on the expected value ''x''0; it is invariant under translations. If the FWHM of a
Gaussian function In mathematics, a Gaussian function, often simply referred to as a Gaussian, is a function of the base form f(x) = \exp (-x^2) and with parametric extension f(x) = a \exp\left( -\frac \right) for arbitrary real constants , and non-zero . It is ...
is known, then it can be integrated by simple multiplication.


Other distributions

In
spectroscopy Spectroscopy is the field of study that measures and interprets the electromagnetic spectra that result from the interaction between electromagnetic radiation and matter as a function of the wavelength or frequency of the radiation. Matter ...
half the width at half maximum (here ''γ''), HWHM, is in common use. For example, a Lorentzian/Cauchy distribution of height can be defined by f(x) = \frac \quad \text \quad \mathrm = 2 \gamma. Another important distribution function, related to
soliton In mathematics and physics, a soliton or solitary wave is a self-reinforcing wave packet that maintains its shape while it propagates at a constant velocity. Solitons are caused by a cancellation of nonlinear and dispersive effects in the me ...
s in
optics Optics is the branch of physics that studies the behaviour and properties of light, including its interactions with matter and the construction of instruments that use or detect it. Optics usually describes the behaviour of visible, ultrav ...
, is the hyperbolic secant: f(x) = \operatorname \left( \frac \right). Any translating element was omitted, since it does not affect the FWHM. For this impulse we have: \mathrm = 2 \operatorname \left(\tfrac\right) X = 2 \ln (2 + \sqrt) \; X \approx 2.634 \; X where is the inverse hyperbolic secant.


See also

*
Gaussian function In mathematics, a Gaussian function, often simply referred to as a Gaussian, is a function of the base form f(x) = \exp (-x^2) and with parametric extension f(x) = a \exp\left( -\frac \right) for arbitrary real constants , and non-zero . It is ...
*
Cutoff frequency In physics and electrical engineering, a cutoff frequency, corner frequency, or break frequency is a boundary in a system's frequency response at which energy flowing through the system begins to be reduced ( attenuated or reflected) rather tha ...


References

*


External links


FWHM at Wolfram Mathworld
Statistical deviation and dispersion Telecommunication theory Waves {{Mathapplied-stub