Consider a signal $U$ defined on the 2-sphere that is expressed as the product of two functions $A,B$, or $$ \begin{aligned} U(\theta,\phi) &= \sum_{n=0}^{\infty}\sum_{m=-n}^{n}u_{nm}Y_n^m(\theta,\phi)\\ &= \left[\sum_{n'=0}^{\infty}\sum_{m'=-n'}^{n'}a_{n'm'}Y_{n'}^{m'}(\theta,\phi)\right]\cdot\left[\sum_{n''=0}^{\infty}\sum_{m''=-n''}^{n''}b_{n''m''}Y_{n''}^{m''}(\theta,\phi)\right], \end{aligned} $$ where the coefficients $a_{nm},b_{nm}$ are known. Now, imagine my signal $A$ is filtered, e.g. $a_{nm}\rightarrow a_{nm} h_{nm}$. Is there a modification of any kind that can be performed on the signal $B$, for instance some kind of compensating filter $b_{nm} \rightarrow b_{nm} k_{nm}$ to retain the same value of $U$? If so, can we derive an expression for the filter coefficients $k_{nm}$? In a strict Fourier basis, this is trivial, but the spherical harmonics add quite a bit of complexity to this problem unfortunately.
2026-02-24 11:52:16.1771933936
Spherical harmonics filtering
205 Views Asked by Bumbble Comm https://math.techqa.club/user/bumbble-comm/detail At
1
There are 1 best solutions below
Related Questions in SIGNAL-PROCESSING
- What is the result of $x(at) * δ(t-k)$
- How is $\int_{-T_0/2}^{+T_0/2} \delta(t) \cos(n\omega_0 t)dt=1$ and $\int_{-T_0/2}^{+T_0/2} \delta(t) \sin(n\omega_0 t)=0$?
- Show that a periodic function $f(t)$ with period $T$ can be written as $ f(t) = f_T (t) \star \frac{1}{T} \text{comb}\bigg(\frac{t}{T}\bigg) $
- Taking the Discrete Inverse Fourier Transform of a Continuous Forward Transform
- Is $x(t) = \sin(3t) + \cos\left({2\over3}t\right) + \cos(\pi t)$ periodic?
- Fast moving object, how to remove noise from observations?
- Computing convolution using the Fourier transform
- Find Fourier Transform of $\cos^2(ωt)x(t)$
- Finding closed expression for the output of an LTI system
- Is there an intuitive way to see that $\mathbb{E}[X|Y]$ is the least squares estimator of $X$ given $Y$?
Related Questions in SPHERICAL-HARMONICS
- Finding the kernel of a linear map gotten from a linear map with one kind of bessel function $j_i$ and replacing them with the $y_j$
- Reparametrization of the spherical harmonics so they will be complete in a different region.
- Does it make sense to talk about "frequency" when expanding a function using spherical harmonics?
- derivative of a square-integrable function on the sphere
- Integral of the product of spherical harmonics and derivatives of spherical harmonics
- Spherical Harmonic Identity
- Spherical Harmonic Derivative
- Integral of product of three spherical harmonics with derivatives
- Are the dot products of all vector spherical harmonics complete?
- Calculating a normal vector field for a surface defined by spherical harmonics
Related Questions in COMPUTATIONAL-SCIENCE
- What is the complexity of the LU factorization?
- Can a data set of a function $f:\mathbb{R}^n\to\mathbb{R}^k$ decide if it is differentiable?
- Why does standard finite elements method fails with transient problems?
- Error bound for nonlinear finite difference approximations
- The mass matrix and the stiffness matrix in finite element method for heat equation
- cputime in MatLab
- How would one calculate percent error between two ratios
- How to solve the equation $\sqrt{\frac{\sqrt{x!}\times \sqrt{x!!}\times \sqrt{x!!!}}{\sqrt{\left( x-2 \right)!+x}}}=12$
- Problem about applying the Newton's method to a system
- Proof regarding Ridge and Lasso regularization
Trending Questions
- Induction on the number of equations
- How to convince a math teacher of this simple and obvious fact?
- Find $E[XY|Y+Z=1 ]$
- Refuting the Anti-Cantor Cranks
- What are imaginary numbers?
- Determine the adjoint of $\tilde Q(x)$ for $\tilde Q(x)u:=(Qu)(x)$ where $Q:U→L^2(Ω,ℝ^d$ is a Hilbert-Schmidt operator and $U$ is a Hilbert space
- Why does this innovative method of subtraction from a third grader always work?
- How do we know that the number $1$ is not equal to the number $-1$?
- What are the Implications of having VΩ as a model for a theory?
- Defining a Galois Field based on primitive element versus polynomial?
- Can't find the relationship between two columns of numbers. Please Help
- Is computer science a branch of mathematics?
- Is there a bijection of $\mathbb{R}^n$ with itself such that the forward map is connected but the inverse is not?
- Identification of a quadrilateral as a trapezoid, rectangle, or square
- Generator of inertia group in function field extension
Popular # Hahtags
second-order-logic
numerical-methods
puzzle
logic
probability
number-theory
winding-number
real-analysis
integration
calculus
complex-analysis
sequences-and-series
proof-writing
set-theory
functions
homotopy-theory
elementary-number-theory
ordinary-differential-equations
circles
derivatives
game-theory
definite-integrals
elementary-set-theory
limits
multivariable-calculus
geometry
algebraic-number-theory
proof-verification
partial-derivative
algebra-precalculus
Popular Questions
- What is the integral of 1/x?
- How many squares actually ARE in this picture? Is this a trick question with no right answer?
- Is a matrix multiplied with its transpose something special?
- What is the difference between independent and mutually exclusive events?
- Visually stunning math concepts which are easy to explain
- taylor series of $\ln(1+x)$?
- How to tell if a set of vectors spans a space?
- Calculus question taking derivative to find horizontal tangent line
- How to determine if a function is one-to-one?
- Determine if vectors are linearly independent
- What does it mean to have a determinant equal to zero?
- Is this Batman equation for real?
- How to find perpendicular vector to another vector?
- How to find mean and median from histogram
- How many sides does a circle have?
The product of spherical functions can be expanded to series of spherical functions again. It is usually done with Wigner 3-j symbols or Clebsch-Gordan coefficients (formulas there are for complex spherical functions, but one can derive from them real-valued ones). This will give you an infinite linear system on coefficients $b_{mn}$. However, you can trim your expansion at some azimuthal number and solve a finite system