[Signal & System] Fourier transform

Definition

Example

  1. a 3-dim Euclid space \(R^{3} \vec{a}=(1,0,0) \vec{b}=(0,1,0)\vec{c}=(0,0,1)\)
  2. define n-dim space \(V\)
    \(X(t)=\Sigma^{\inf}_{k=-\inf}e^{jk\omega _{0}t}\)
    \(S=\{x(t)|x(t)=x(t+t_{0})\forall \}\) \(T_{0}=\frac{2\pi}{\omega_{0}}\)
    comment: <2\(T_{0}\)
    \(B=\{\phi_{k}t|\phi_{k}(t)=e^{jkw_{0}t} k\in Z\}\) \(B\subset C\)
    We have:

    The equation above can be deducted then:


各个弦波都是标准正交积。

Fourier's Idea

Example


composition in graph

Periodic signals & Fourier Series Expansion cont.

Some simple theory

time frequency
period discrete
non-period continuous

deduction

\(a_{k}\) is denoted as Fourier coefficient.

example


系数\(a_{k}\) -> \(Fourier expression\)



前后均为实系数偶函数

误差

Convergence


决对可积

狄利克雷性质-收敛


只有第三个满足条件。

条件

频率域和时间域的 性质等价

性质8

example

把任何信号变成标准正交积