Integral Over Unit Sphere of Inner Product

In summary: R^n} (\xi \cdot x) d\xi = \int_0^{\infty} r^{n-1} (\int_{S^{n-1}} r \theta_1 d \sigma (\theta) + \int_{S^{n-1}} r \theta_2 d \sigma (\theta) + ...) dr = \int_0^{\infty} r^{n-1} (c_1 + c_2 + ...) dr = \int_0^{\infty} r^{n-1} (c_1 + c_2 + ...) dr$Finally, we use the definition of the surface area of a unit sphere,
  • #1
joypav
151
0
Problem:

Prove that for any $x \in R^n$ and any $0<p<\infty$

$\int_{S^{n-1}} \rvert \xi \cdot x \rvert^p d\sigma(\xi) = \rvert x \rvert^p \int_{S^{n-1}} \rvert \xi_1 \rvert^p d\sigma(\xi)$,

where $\xi \cdot x = \xi_1 x_1 + ... + \xi_n x_n$ is the inner product in $R^n$.

Some thinking...

I believe I'd like to define a function $f$ on $R^n$ so that I can utilize the formula...

$\int_{R^n} f(x) dx = \int_0^{\infty} r^{n-1} (\int_{S^{n-1}} f(r \theta ) d \sigma (\theta) ) dr $

If that's right... what would the function be? Maybe $f: R^n \rightarrow R, x \mapsto x_1 + x_2 + ...$?
 
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  • #2
Solution:We will use the following formula:$\int_{R^n} f(x) dx = \int_0^{\infty} r^{n-1} (\int_{S^{n-1}} f(r \theta ) d \sigma (\theta) ) dr $Let $f: R^n \rightarrow R, x \mapsto \lvert \xi \cdot x \rvert^p$, where $\xi \cdot x = \xi_1 x_1 + ... + \xi_n x_n$ is the inner product in $R^n$. Then we have:$\int_{R^n} \lvert \xi \cdot x \rvert^p dx = \int_0^{\infty} r^{n-1} (\int_{S^{n-1}} \lvert \xi \cdot x \rvert^p d \sigma (\theta) ) dr $ $= \int_0^{\infty} r^{n-1} (\int_{S^{n-1}} \lvert \xi_1 x_1 + ... + \xi_n x_n \rvert^p d \sigma (\theta) ) dr $ $= \int_0^{\infty} r^{n-1} (\int_{S^{n-1}} \lvert \xi_1 \rvert^p \lvert x_1 \rvert^p + ... + \xi_n \rvert x_n \rvert^p d \sigma (\theta) ) dr $ $= \int_0^{\infty} r^{n-1} (\int_{S^{n-1}} \lvert \xi_1 \rvert^p \lvert x_1 \rvert^p d \sigma (\theta) ) dr $ $= \lvert x \rvert^p \int_0^{\infty} r^{n-1} (\int_{S^{n-1}} \lvert \xi_1 \rvert^p d \sigma (\theta) )
 
  • #3

Your thinking is on the right track! The function $f$ that you proposed, $f(x) = x_1 + x_2 + ...$, is a good choice. This is because when we integrate over the unit sphere $S^{n-1}$, we are essentially integrating over all possible directions of the vector $x$. Since the inner product $\xi \cdot x$ is just a projection of $x$ onto the direction of $\xi$, we can think of $f(x)$ as measuring the length of the projection of $x$ in all possible directions.

To prove the given equation, we can first rewrite the left side using the definition of the inner product:

$\int_{S^{n-1}} \rvert \xi \cdot x \rvert^p d\sigma(\xi) = \int_{S^{n-1}} (\xi \cdot x)^p d\sigma(\xi)$

Then, using the formula you mentioned, we can rewrite this as:

$\int_{R^n} f(\xi \cdot x) d\xi = \int_0^{\infty} r^{n-1} (\int_{S^{n-1}} f(r \theta ) d \sigma (\theta) ) dr$

Plugging in our function $f(x) = x_1 + x_2 + ...$, we get:

$\int_{R^n} (\xi \cdot x) d\xi = \int_0^{\infty} r^{n-1} (\int_{S^{n-1}} (r \theta_1 + r \theta_2 + ...) d \sigma (\theta) ) dr$

Now, we can use the linearity of integration to split up the integral over $S^{n-1}$ into individual integrals over each component of $\theta$:

$\int_{R^n} (\xi \cdot x) d\xi = \int_0^{\infty} r^{n-1} (\int_{S^{n-1}} r \theta_1 d \sigma (\theta) + \int_{S^{n-1}} r \theta_2 d \sigma (\theta) + ...) dr$

But each of these individual integrals is just the integral of a constant function over the unit sphere, which we know from basic geometry is equal to the surface area of the unit sphere, $S^{
 

FAQ: Integral Over Unit Sphere of Inner Product

What is the definition of integral over unit sphere of inner product?

The integral over unit sphere of inner product is a mathematical concept that involves calculating the average value of a function over a unit sphere using the inner product of the function. It is used in various fields of science and engineering, such as signal processing and quantum mechanics.

How is the integral over unit sphere of inner product calculated?

The integral over unit sphere of inner product is calculated by taking the integral of the function over the unit sphere and dividing it by the surface area of the sphere. It can be represented as:
S f(x) dS = 1/|S| ∫S f(x) dS, where S is the unit sphere and |S| is its surface area.

What is the significance of the integral over unit sphere of inner product?

The integral over unit sphere of inner product is used to calculate the average value of a function over a unit sphere. This is useful in many applications, such as finding the average energy of a quantum state or the average power of a signal. It also has applications in probability and statistics, where it is used to calculate the expected value of a random variable.

How is the integral over unit sphere of inner product related to other mathematical concepts?

The integral over unit sphere of inner product is closely related to the concept of integration in calculus. It is also related to the inner product of vectors in linear algebra, as it involves taking the inner product of a function with itself. Additionally, it is linked to the concept of spherical coordinates in geometry, where the unit sphere is represented as a surface in three-dimensional space.

What are some applications of the integral over unit sphere of inner product?

The integral over unit sphere of inner product has many applications in various fields of science and engineering. It is used in quantum mechanics to calculate the average energy of a quantum state. In signal processing, it is used to find the average power of a signal. It also has applications in probability and statistics, as well as in geometry and calculus.

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