Skip to main content

Derive trigonometric Fourier series (CT)

Short answer

Trigonometric series: x(t)=a0+∑(a_n cos nω0t + b_n sin nω0t). Coefficients found via orthogonality: a0=(1/T)∫ x dt, a_n=(2/T)∫ x cos nω0t dt, b_n=(2/T)∫ x sin nω0t dt. Even signals have only cosine terms; odd only sine terms.

Derive the trigonometric Fourier series expansion of a continuous-time periodic signal x(t).

A periodic signal x(t)x(t) with period TT (ω0=2π/T\omega_0 = 2\pi/T) that meets the Dirichlet conditions can be written as a dc term plus sums of cosines and sines at multiples of ω0\omega_0. This is the trigonometric Fourier series:

x(t)=a0+∑n=1∞[ancos⁡nω0t+bnsin⁡nω0t]x(t) = a_0 + \sum_{n=1}^{\infty}\left[a_n\cos n\omega_0 t + b_n \sin n\omega_0 t\right]

Orthogonality relations (over one period TT)

For integers m,n≥1m, n \ge 1:

∫Tcos⁡mω0t dt=∫Tsin⁡mω0t dt=0∫Tcos⁡mω0t cos⁡nω0t dt={T/2,m=n0,m≠n∫Tsin⁡mω0t sin⁡nω0t dt={T/2,m=n0,m≠n∫Tsin⁡mω0t cos⁡nω0t dt=0for all m,n\begin{aligned} &\int_T \cos m\omega_0 t\,dt = \int_T \sin m\omega_0 t\,dt = 0 \\ &\int_T \cos m\omega_0 t\,\cos n\omega_0 t\,dt = \begin{cases} T/2, & m = n \\ 0, & m \ne n \end{cases} \\ &\int_T \sin m\omega_0 t\,\sin n\omega_0 t\,dt = \begin{cases} T/2, & m = n \\ 0, & m \ne n \end{cases} \\ &\int_T \sin m\omega_0 t\,\cos n\omega_0 t\,dt = 0 \quad \text{for all } m, n \end{aligned}

Finding a0a_0

Integrate both sides over one period. Every sine and cosine term integrates to zero:

∫Tx(t) dt=a0T⇒a0=1T∫Tx(t) dt\int_T x(t)\,dt = a_0 T \quad\Rightarrow\quad a_0 = \frac{1}{T}\int_T x(t)\,dt

Finding ana_n

Multiply both sides by cos⁡mω0t\cos m\omega_0 t and integrate over TT. Only the term with n=mn = m in the cosine sum survives:

∫Tx(t)cos⁡mω0t dt=amT2⇒an=2T∫Tx(t)cos⁡nω0t dt\int_T x(t)\cos m\omega_0 t\,dt = a_m\frac{T}{2} \quad\Rightarrow\quad a_n = \frac{2}{T}\int_T x(t)\cos n\omega_0 t\,dt

Finding bnb_n

Multiply by sin⁡mω0t\sin m\omega_0 t and integrate; only the n=mn = m sine term survives:

∫Tx(t)sin⁡mω0t dt=bmT2⇒bn=2T∫Tx(t)sin⁡nω0t dt\int_T x(t)\sin m\omega_0 t\,dt = b_m\frac{T}{2} \quad\Rightarrow\quad b_n = \frac{2}{T}\int_T x(t)\sin n\omega_0 t\,dt

Summary and notes

CoefficientFormula
a0a_0 (dc)1T∫Tx(t) dt\frac{1}{T}\int_T x(t)\,dt
ana_n2T∫Tx(t)cos⁡nω0t dt\frac{2}{T}\int_T x(t)\cos n\omega_0 t\,dt
bnb_n2T∫Tx(t)sin⁡nω0t dt\frac{2}{T}\int_T x(t)\sin n\omega_0 t\,dt
  • Even x(t)x(t): bn=0b_n = 0 (cosine terms only). Odd x(t)x(t): a0=an=0a_0 = a_n = 0 (sine terms only).
  • Compact (polar) form: x(t)=C0+∑n=1∞Cncos⁡(nω0t+θn)x(t) = C_0 + \sum_{n=1}^{\infty}C_n\cos(n\omega_0 t + \theta_n) with C0=a0C_0 = a_0, Cn=an2+bn2C_n = \sqrt{a_n^2 + b_n^2}, θn=−tan⁡−1(bn/an)\theta_n = -\tan^{-1}(b_n/a_n).
  • Link to exponential form: c0=a0c_0 = a_0, cn=an−jbn2c_n = \frac{a_n - jb_n}{2}, c−n=an+jbn2c_{-n} = \frac{a_n + jb_n}{2}.

✓ Answer checked by Claude Opus 5.5 (high effort)

All Signals and Systems chapter 2 questions →