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Representation of Signals as Series of Orthogonal Functions

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Fig. 1. Fourier series of a square wave of period T = 1. (a) Signal (red dashed line) and partial Fourier series with N = 10 (blue line)
Fig. 2. Left: Legendre polynomials P n (x) for n = 0 to 4. Right: Legendre polynomial for n = 50 and its approximation as a cosine function.
Fig. 3. Fourier-Legendre reconstruction of the Gaussian function of Eq. 3.11 with a= 0.3.
Fig. 4. Spherical coordinate system: r is the distance from the center, θ the colatitude (zero at North pole) and φ is the longitude (zero on the x axis).
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