Airy disk Created 2026-10-14 Updated 2026-10-14
The Airy disk is the central bright region, up to the first dark ring, in the scalar diffraction pattern of a uniformly illuminated, unobscured circular aperture. The whole pattern includes the weaker surrounding rings; its radius is distinct from its full width at half maximum.
For a circular optical pupil of diameter under normal, uniform monochromatic plane wave illumination, Fraunhofer diffraction givesHere is the on-axis light intensity, is the angle from the optical axis, is the wavelength in the propagation medium, and is the order-one Bessel function of the first kind. The paraxial approximation replaces by , measured in radians. The first positive zero givesThis is the angular radius of the Airy disk; the angular diameter is twice as large. The Airy disk derivation explains the origin of the Bessel function of the first kind and of the numerical coefficient.[ref]
The image and both radial curves show the same calculated light intensity, divided by its peak. The image's logarithmic scale makes the weak rings visible; its colour is a display choice. The linear curve shows how small the ring peaks are compared with the centre. A dark ring marks a zero of wave amplitude, produced by cancellation across the optical pupil; it is not the edge of all transmitted light. The first Airy disk contains about of the total radiant flux, as calculated in Airy disk normalization and encircled energy.
For an original design example, take an ideal optical lens in air with focal length , circular optical pupil diameter and wavelength . In the focal plane, the radial coordinate givesThe first-zero diameter is . Solving gives , so the diameter measured by full width at half maximum is onlyThus a quoted “spot diameter” is incomplete without its definition. Doubling halves both widths at fixed wavelength and focal length; increasing magnification alone changes the image scale without improving object-space discrimination.
The Airy disk supplies a calculable reference for a point spread function, allowing diffraction to be distinguished from defocus and optical aberrations. Its beauty is that one circular boundary determines an entire sequence of bright and dark rings through a Fourier transform. The ideal formula assumes an unobscured pupil, uniform illumination, ideal optical focus, a single wavelength, and a scalar description with small output angles. A blocked centre, nonuniform pupil transmission or a significant pupil wave phase error changes the response. High numerical aperture may require polarization of an electromagnetic wave and a vector field description. The circular-aperture diffraction laboratory experiment tests the far-field pattern directly; the Rayleigh criterion uses its first zero to define a two-source convention.
Airy disk derivation 2026-10-14
Write and wavenumber . The pupil Fourier transform, normalized by pupil area, gives the Fraunhofer diffraction wave amplitude. In pupil polar coordinates,The angular average is because . The Bessel function of the first kind identity then reduces the radial integral to . Taking the squared magnitude yields the Airy disk light intensity profile.[ref]
The apparent division by zero is removable. The power seriesgives and . At the centre, every pupil contribution has the same wave phase, so their normalized sum is one. The first dark ring instead corresponds to with , rather than to the removable zero of at the origin.
Airy disk normalization and encircled energy 2026-10-14
Peak normalization does not make the integral of a point spread function equal to one. In the paraxial approximation to the focal plane, define and . The unit-integral point spread function normalization isHere has units of inverse area; multiplying by the detected radiant flux gives image-plane irradiance. Its encircled energy, meaning the fraction inside radius , isThis is an integral over area, so its radial weight is . An unweighted integral of a line through the centre is a different quantity.
A short proof uses the Bessel function of the first kind identities and . They giveBoth expressions for vanish at zero. Since these Bessel functions of the first kind tend to zero as , , establishing the normalization. At the first dark ring,A circular detector region ending at the first zero therefore misses about of the ideal radiant flux, even though the surrounding rings have low peak light intensity. This matters when converting measured counts into total source brightness or choosing an image aperture for a photodetector.
For a flat Newtonian expanding background with polytropic equation of state , a comoving density contrast satisfies . Here and . For , substitution and gives the Bessel equation of order . A universally valid basis uses the Bessel function of the first kind and Bessel function of the second kind, and . When is not an integer, can replace . For , the early oscillatory envelope is ; late modes have leading powers and . Late growth requires a nonzero coefficient of the growing branch.
Bessel functions of order one half 2026-10-20
For , the Bessel differential equation of order has independent solutions and . Substituting reduces it to . The normalization of the Bessel function of the first kind gives the displayed formulas for orders and . The Frobenius method obtains the same pair from exponents and : their even-coefficient series reduce to the sine and cosine power series. In the negative-exponent recurrence, the free coefficient at the next exponent can add the positive-exponent solution, an example of an undetermined coefficient at Frobenius resonance.
Bessel turning-point asymptotic 2026-10-06
At equal argument and large integer order, the Bessel function of the first kind has phase near the endpoint. The cubic stationary endpoint yields the displayed positive constant. It is also the zero-argument value of the Airy function in the uniform Bessel turning-point approximation.
Debye asymptotic for oscillatory Bessel functions Created 2026-10-06 Updated 2026-10-14
For fixed , the Bessel function of the first kind has an interior nondegenerate stationary point in its cosine integral. The stationary phase method gives the displayed oscillatory leading term and an additive remainder. The approximation loses uniformity near , where the stationary point reaches the endpoint and the curvature vanishes. For negative integer-order arguments, parity supplies a factor .
Diffraction-limited resolution Created 2026-10-05 Updated 2026-10-14
Diffraction-limited resolution is a scale for distinguishing details with a specified ideal diffraction response and a specified criterion. For two equally bright, mutually incoherent optical point sources imaged through a uniformly transmitting, unobscured circular optical pupil, the Rayleigh criterion places the centre of one Airy disk at the first zero of the other. At small angles in air this separation isHere is pupil diameter, is wavelength in air, and is the first positive zero of the order-one Bessel function of the first kind. This is the radius to the first zero, not the diameter of the central spot. Fraunhofer diffraction gives the radial peak-normalized light intensityThe removable value at zero follows from . The pupil Fourier transform reduces to a radial integral by circular symmetry, which produces the Bessel function of the first kind; its first zero supplies the factor .[ref]
In the usual scalar circular-pupil approximation for a fluorescence microscope, the corresponding object-plane Rayleigh criterion isHere is the vacuum emission wavelength, and the object-side numerical aperture already includes the medium's refractive index. Do not divide by again. For small cone angles in air, and image-plane radius agrees with this form. The assumptions include a single wavelength, ideal optical focus, and mutually incoherent emitters. High numerical aperture can require a vector description with polarization of an electromagnetic wave and emitter orientation; confocal microscopy has its own excitation-and-detection response. The same formula therefore does not describe every microscope or illumination method.[ref]
Doubling numerical aperture halves the ideal circular-pupil point-response scale at fixed wavelength
. Details. In this original model, and numerical apertures and give first-zero radii and . Each point spread function is divided by its own peak to compare shape. The pupil axes are transverse wave vector components multiplied by , so pupil radius equals numerical aperture. A wider pupil accepts a wider range of transverse wave vectors, producing a narrower image. Increasing magnification alone enlarges the same spot and does not reduce its object-plane radius.
The Rayleigh criterion is a useful visual convention, not an absolute information barrier. For equal incoherent sources with total detected radiant flux and separation vector , the ideal image isBelow the Rayleigh criterion this still differs from ; for small , symmetry cancels the linear change and the first change is quadratic in separation. Estimating two unknown source positions is then increasingly sensitive to noise, background, relative brightness and uncertainty in the point spread function. Localizing one isolated source and recovering an arbitrary extended object are different inference tasks. Measurements that separate optical modes can also extract separation information differently from direct image light intensity measurement.[ref]
There remains a real limit for arbitrary images in this model: the optical transfer function is zero above the transmitted spatial frequency band. Its cutoff for scalar incoherent imaging is in object-plane cycles per unit length. The Nyquist–Shannon sampling theorem therefore suggests object-referred detector pixel pitch , with finer sampling providing margin. Finite detector pixels also integrate over their area, suppressing contrast; coarse sampling can cause aliasing. Finer sampling cannot alone recover spatial frequencies removed by the optics, and Fourier deconvolution amplifies noise where the optical transfer function is small. Photon shot noise, read noise, optical aberrations and defocus can all worsen practical discrimination. A useful resolution claim therefore reports the object model, criterion, wavelength, numerical aperture, sampling and signal-to-noise ratio in photon counting.
Fourier transform of the Bessel function J0 Created 2026-10-18 Updated 2026-10-20
With the Fourier transform convention , the regular order-zero Bessel function of the first kind has the tempered distribution transformThe density is integrable despite its endpoint singularities. Fourier inversion gives the equivalent integral representationThe second formula follows by and cancellation of the odd imaginary part. It is the standard real integral representation of .[ref]
Indeed, transforming the order-zero Bessel differential equation gives . Inside , its solutions are . The compactly supported choice also solves the equation as a distribution: rewrite it as , and observe that is continuous and zero at the two endpoints. Its distributional derivative has no endpoint Dirac delta terms. The inverse is regular at , and fixes .
The transformed equation alone also allows separate constants on and . Selecting the compactly supported density amounts to selecting the solution regular at the origin, rather than every possible singular solution of the Bessel differential equation.
Frobenius series for Bessel functions 2026-10-20
For the Bessel differential equation , substitute . The indicial equation is , and coefficients obey . For , and all odd coefficients vanish. Iteration gives . Choosing gives the Bessel function of the first kind .
For noninteger , choosing the even-power series with replaces by and yields with its standard normalization. These solutions are independent. For integer , the first solution has coefficients and defines an entire function: the term ratio tends to zero at every finite complex argument. For noninteger order, the even analytic series converges everywhere, while the prefactor requires a branch off the positive real axis.
Invert the two-dimensional Fourier transform in the long-path projection of a magnetic correlation, then perform the angular integration in polar coordinates. The angular integral is , a Bessel function of the first kind, giving the displayed Hankel transform with the stated Fourier-Hankel normalization for an isotropic spectrum. The result recovers the scalar tensor coefficient , whose shell-integrated magnetic energy spectrum has an additional factor .
Write using the Bessel function of the first kind. The wall boundary conditions at selectBecause , the sidewall no-penetration boundary condition requireswhere are the positive zeros of . These radial eigenfunctions automatically preserve layer volume becauseThe constant radial mode cannot change the interface height in a closed tank: the Laplace equation and the impermeable lids then give zero vertical velocity, and a uniform displacement would change each layer's volume.
The kinematic boundary condition fixesThus the interface values are and . Substitution in the normal stress condition gives the finite-depth Rayleigh-Taylor dispersion relation:soHere is the Atwood number. Every allowed mode has a positive growth rate and is subject to Rayleigh-Taylor instability. Since , shorter radial scales grow faster. The limits areThere is no fastest finite wavenumber in the ideal sharp-interface model without surface tension, viscosity or diffusion. The zero-initial-velocity condition uses both exponential branches: an initial mode evolves as . If the mass density ordering were reversed the same calculation would give oscillatory stable modes; equal mass densities give neutral modes.
The contrast is weak: . Use a scalar weak-guidance Helmholtz equation for a transverse field component, with longitudinal wave number and vacuum wave number . Separating variables as givesA bound mode requires . DefineThe step-index fiber normalized frequency is ; is a dimensionless core transverse wave number. Regularity at selects the Bessel function of the first kind, while decay at infinity selects the Modified Bessel function of the second kind:In this scalar approximation, continuity of the field and its radial derivative givesAt cutoff the evanescent wave extends arbitrarily far into the cladding, so , and . For the first azimuthally varying family , the recurrence relations reduce the last equality toAs , and , making the right side tend to zero. Thus the onset is at the first positive zero of :The scalar fundamental family has no positive cutoff. The first additional spatial family is the family just found; the next radial and first families require the larger zero . This establishes the first multimode boundary rather than merely finding one possible cutoff. The two polarizations of the fundamental family are not counted as two spatial modes. Exact vector interface conditions split some higher-mode degeneracies at finite contrast; the displayed condition is the weak-guidance result intended by the supplied scalar equations.
Past exam of the mathematics course of the University of Cambridge 2004 iii Paper 66 1 Solution Created 2026-10-03 Updated 2026-10-14
The separated disk modes. Away from the plane of a razor-thin disk, there is no volume source, so the Newtonian gravitational potential obeys the Laplace equation in cylindrical coordinates. Separation of variables givesHere is a radial wavenumber, with units of inverse length. Regularity on the axis selects the Bessel function of the first kind rather than the singular second solution. Decay away from the disk, continuity across it and reflection symmetry select . These conditions apply to each nonzero-wavenumber mode; a uniform sheet is a separate zero-mode problem.
Integrate the Poisson equation for Newtonian gravity across the disk to obtain the jump conditionFor the unit-amplitude separated mode, the jump is . ThusAn individual basis density is signed; positive physical surface densities are built by superposition.
An arbitrary axisymmetric surface density. Define its order-zero Hankel transform byMatching the coefficients of the mode densities gives the Hankel representation of thin-disk gravity,The boundary conditions exclude added external fields. For sufficiently decaying surface density, this is the isolated-disk potential; for infinite scale-free disks, only potential differences or regularized forces need be finite.
The Mestel disk. Put . The Bessel function integral , understood with a decaying regulator, gives . Differentiate the potential before removing the regulator and use :The last integral is , since . Therefore the circular speed and enclosed mass areConsequently . This equality follows from the specific Mestel disk calculation; the spherical shell theorem cannot be applied to general disks. Its total mass and absolute potential referenced to infinity diverge. A convenient finite midplane reference is .
The rotating distribution function. Use specific energy and . For the printed positive exponential, take and ; has units of squared velocity. If instead means ordinary total energy and , the velocity integral diverges, so that literal convention cannot define the requested galactic distribution function. Equivalently one can retain ordinary energy and choose the printed negative.
With the binding-energy convention, write the amplitude as to distinguish it from the function:Integration over both radial velocities and positive azimuthal velocities givesThe half-line integral follows by setting in the defining Gamma function integral and requires . Matching its radial power and normalization to the Mestel disk yields the rotating Mestel disk distribution function parametersSince , the required integrability condition is automatic. The amplitude uses the stated potential reference; changing the additive potential constant changes without changing the physical distribution.
Past exam of the mathematics course of the University of Cambridge 2005 ib Paper 3 16G Solution Created 2026-09-24 Updated 2026-10-14
For an axisymmetric potential, insert into the time-independent Schrödinger equation and divide by . The polar Laplacian separates the angular equation fromSingle-valuedness under gives , with an angular eigenbasis . Linear combinations of the degenerate modes are also possible.
Inside the circular infinite quantum well, put . The equation becomesThe physical solution must be regular at the origin, behaving as for , or with finite value and zero radial derivative for . At the infinite wall impose . The printed question's boundary phrase uses capital ; it means the radial position , not a value imposed on the radial wavefunction. The singular Bessel function of the second kind is excluded; mere square-integrability of its logarithmic singularity would not put it in the ordinary finite-energy Hamiltonian domain.
For , multiply the equation by and insert . The coefficient of gives , and subsequent coefficients giveAll odd coefficients vanish, , and . The regular solution is a multiple of the Bessel function of the first kind . Its requested fourth-order estimate isTherefore the first positive zero of this truncation is , givingThe ground state is in the sector because nonzero angular modes add nonnegative centrifugal kinetic energy to the radial energy form. This quartic truncation of the Bessel function J0 is only a rough local-series estimate, not an exact eigenvalue or a certified variational bound; its double zero warns that the truncation does not reproduce the simple zero of the full function.
Past exam of the mathematics course of the University of Cambridge 2006 iii Paper 69 1 d Solution Created 2026-10-03 Updated 2026-10-14
Invert the two-dimensional Fourier transform from part (c):In polar coordinates, the angular integral is , where is a Bessel function of the first kind. The Fourier-Hankel normalization for an isotropic spectrum therefore yieldsThis Hankel inversion of a rotation-measure correlation recovers the scalar spectral tensor coefficient. To obtain the shell-integrated magnetic energy spectrum, take the trace of the three-dimensional tensor:With magnetic energy density in Gaussian units, the one-dimensional convention gives . A spectrum normalized instead to has coefficient ; the physical normalization must be stated.
Past exam of the mathematics course of the University of Cambridge 2011 ii Paper 3 36C Solution Created 2026-09-24 Updated 2026-10-14
Use SI units, and metric signature . The four-current is . Charge density and current transform together under Lorentz transformations, and the continuity equation becomesWith the four-potential , the Lorenz gauge converts Maxwell equations to , where . Choosing no incoming homogeneous radiation, the retarded electromagnetic potential isCurrent conservation ensures this solution obeys the Lorenz gauge; a homogeneous solution may be added when additional field boundary data are specified.
For a thin loop, let , and . ThenIn the small-loop magnetic-dipole approximation, expand . The constant term integrates to zero because . The first nonzero term isFor the oriented circular loop the last integral is . Thus with magnetic dipole moment ,The term is the near dipole potential and the term its radiation potential. This is the leading small- result at fixed ; besides , the expansion of the retarded current requires .
If only is imposed and the loop need not be small compared with a wavelength, keep the retarded phase around the loop. For fixed and , the leading far-field expression is insteadwhere and is the Bessel function of the first kind. Integrating the sinusoidal phase on a circle gives this Bessel factor; recovers the radiation part of the boxed dipole result.
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 59 3 Solution Created 2026-10-03 Updated 2026-10-07
For an axisymmetric Newtonian gravitational potential, the vacuum Laplace equation in cylindrical coordinates is . Use separation of variables, . Dividing by and setting the separated constant to , with , givesThe first equation has solutions ; with , the second is the order-zero Bessel differential equation. Regularity at the axis selects the Bessel function of the first kind , rather than the singular Bessel function of the second kind . ThusThere are also zero-separation-constant modes, and other boundary conditions can select other separated families. For a localized reflection-symmetric thin disk, decay away from the disk selects on the respective half-spaces.
Apply the divergence theorem to the Poisson equation for Newtonian gravity across a narrow pillbox enclosing disk area. Writing the volume mass density as givesReflection symmetry makes . A superposition of the regular vacuum modes therefore satisfiesThe order-zero Hankel transform and its inversion now determine the Hankel representation of thin-disk gravity:The sign is fixed by the positive derivative of an attractive Newtonian gravitational potential above the disk. For ordinary finite disks the representation uses the isolated boundary condition, fixing any extra vacuum field or additive constant. Infinite scale-free disks require suitable regularization of the potential itself.
Equatorial circular orbit balance is . Using in the Hankel representation of thin-disk gravity givesDifferentiation under the integral is justified by convergence for regular models, or by first working off the disk and taking the limiting radial field.
Write . For the Mestel disk, the supplied Bessel function integral gives for . The circular speed is thenMeanwhile the interior mass is . ConsequentlyThe Mestel disk has a flat galaxy rotation curve, despite its nonspherical geometry.
Its infinite total mass prevents setting the Newtonian gravitational potential to zero at infinity. Indeed the integral for diverges at because . Subtracting the potential at a reference point removes this additive divergence. As an explicit check, the Mestel disk potential-density pair isIt is harmonic for , its vertical derivative jump is , and . Equivalently, an Abel regularization of an oscillatory integral with damping factor in the radial-field integral gives , which tends to one as . The force is well-defined although the unreferenced potential is not.
The equality with is special to the Mestel disk, not a thin-disk shell theorem. The spherical shell theorem normally makes that formula possible, but does not apply to an astrophysical disk. Exterior annuli exert outward radial gravitational acceleration inside their radii, while interior annuli do not act exactly as point masses at the origin. For this particular scale-free surface density, their combined contributions happen to produce the same result as the interior mass expression. Changing the radial surface density or truncating the disk generally destroys the equality: enclosed mass does not determine a disc rotation curve.
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 74 1 b i Solution Created 2026-10-03 Updated 2026-10-06
Apply the stationary phase method to the real part of the exponential integral for the Bessel function of the first kind. With fixed, use oscillatory phase and oscillatory integral amplitude . The unique stationary point is , with second derivative . Its contribution isThe leading endpoint terms of the exponential integral are imaginary and do not contribute to its real part. Hence the large-argument asymptotic expansion of the Bessel function of the first kind isThis is an additive asymptotic formula: a relative ratio is inappropriate at zeros of the leading cosine. The envelope decreases like while the oscillation frequency approaches one.
Past exam of the mathematics course of the University of Cambridge 2017 ib Paper 2 16A Solution Created 2026-09-24 Updated 2026-10-05
Put in the Laplace equation in cylindrical coordinates. Separation of variables first gives ; -periodicity forces , with angular factors (only the constant for ). Taking givesFor the separated modes are thereforeHere and are the Bessel function of the first kind and the Bessel function of the second kind. For the opposite sign , the modes instead involve , the modified Bessel functions, paired with . At zero separation constant use and for , or for . Superpositions over the integer angular orders and appropriate sums or integrals over the separation parameter give the general separated expansion; boundary conditions select its spectrum and coefficients. Regularity at the axis excludes terms.
For the specified decaying side data, bounded separated modes use . A particular solution isAll three denominators are nonzero. Each term satisfies the radial Bessel differential equation, is regular at the axis and bounded for , and substitution at gives the stated side values. The modes behave as at the axis, so their apparent angular dependence there causes no singularity.
There is an actual nonuniqueness in the printed problem: no values are specified at . If is the first positive zero of , then for every real ,is another bounded solution with the same side values. It remains smooth at the axis and even decays as . This explicitly proves that side boundary data do not determine a bounded harmonic function in a half-cylinder. Thus the boxed expression supplies a bounded solution; the phrase “the bounded solution” is not justified without an additional base boundary condition. The PDF has , whereas the TeX transcription displays .

