TOPICS
Search

Bessel's Inequality


If f(x) is piecewise continuous and has a generalized Fourier series

 sum_(i)a_iphi_i(x)
(1)

with weighting function w(x), it must be true that

 int[f(x)-sum_(i)a_iphi_i(x)]^2w(x)dx>=0
(2)
 intf^2(x)w(x)dx-2sum_(i)a_iintf(x)phi_i(x)w(x)dx+sum_(i)a_i^2intphi_i^2(x)w(x)dx>=0.
(3)

But the coefficient of the generalized Fourier series is given by

 a_m=intf(x)phi_m(x)w(x)dx,
(4)

so

 intf^2(x)w(x)dx-2sum_(i)a_i^2+sum_(i)a_i^2>=0
(5)
 intf^2(x)w(x)dx>=sum_(i)a_i^2.
(6)

Equation (6) is an inequality if the functions {phi_i} do not form a complete orthogonal system. If they are a complete orthogonal system, then the inequality (2) becomes an equality, so (6) becomes an equality and is known as Parseval's theorem.

If f(x) has a simple Fourier series expansion with coefficients a_0, a_1, ... , a_n and b_1, ..., b_n, then

 1/2a_0^2+sum_(k=1)^infty(a_k^2+b_k^2)<=1/piint_(-pi)^pi[f(x)]^2dx.
(7)

The inequality can also be derived from Schwarz's inequality

 |<f|g>|^2<=<f|f><g|g>
(8)

by expanding g in a superposition of eigenfunctions of f, g=sum_(i)a_if_i. Then

 <f|g>=sum_(i)a_i<f|f_i><=sum_(i)a_i
(9)

and

|<f|g>|^2<=|sum_(i)a_i|^2=(sum_(i)a_i)(sum_(i)a^__i)
(10)
=sum_(i)a_ia^__i<=<f|f><g|g>,
(11)

where f^_ is the complex conjugate. If g is normalized, then <g|g>=1 and

 <f|f>>=sum_(i)a_ia^__i.
(12)

See also

Complete Orthogonal System, Generalized Fourier Series, Parseval's Theorem, Schwarz's Inequality, Triangle Inequality

Explore with Wolfram|Alpha

References

Arfken, G. Mathematical Methods for Physicists, 3rd ed. Orlando, FL: Academic Press, pp. 526-527, 1985.Gradshteyn, I. S. and Ryzhik, I. M. Tables of Integrals, Series, and Products, 6th ed. San Diego, CA: Academic Press, p. 1102, 2000.Kaplan, W. Advanced Calculus, 4th ed. Reading, MA: Addison-Wesley, p. 501, 1992.

Referenced on Wolfram|Alpha

Bessel's Inequality

Cite this as:

Weisstein, Eric W. "Bessel's Inequality." From MathWorld--A Wolfram Web Resource. https://mathworld.wolfram.com/BesselsInequality.html

Subject classifications