📚 IB Mathematics: Bilateral Fourier Series — Concepts and Applications | IB数学:双边傅里叶级数的概念与应用
Fourier series is one of the most powerful tools in applied mathematics. It represents a periodic function as a sum of simple oscillating terms, allowing us to analyse signals, solve differential equations, and understand resonance.
傅里叶级数是应用数学中最强大的工具之一。它将周期函数表示为简单振荡项之和,使我们能够分析信号、求解微分方程并理解共振现象。
The bilateral, or two-sided, Fourier series uses complex exponentials rather than separate sine and cosine terms. Its key feature is that the index n runs over all integers, from −∞ to ∞, so positive and negative frequencies are treated on exactly the same footing.
双边傅里叶级数(又称两态傅里叶级数)使用复指数而不是单独的 sin 和 cos 项。其关键特点是求和指标 n 取遍所有整数,从 −∞ 到 ∞,因此正频率与负频率被完全平等地处理。
1. Definition and Notation | 定义与记号
Let f(t) be periodic with period T and fundamental angular frequency ω₀ = 2π/T. The bilateral Fourier series is written as
设 f(t) 是周期为 T 的函数,基波角频率为 ω₀ = 2π/T。双边傅里叶级数写为
f(t) = Σn=−∞∞ cₙ ei n ω₀ t
The coefficients cₙ are found by projecting f(t) onto each basis function ei n ω₀ t.
系数 cₙ 通过将 f(t) 向每个基函数 ei n ω₀ t 上投影来获得。
cₙ
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