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===Standard Setup=== A useful way of analyzing the growth and pattern speed of nonaxisymmetric structures is to Fourier transform the (discrete) density distribution, <math>~\rho(\theta_L)</math>, in angle space, <math>~\theta_L = L \delta\theta</math>, where, <math>~\delta\theta \equiv 2\pi/L_\mathrm{max}</math>. On the discrete angular grid, the Fourier transform equations are <div align="center"> <table border="0" cellpadding="5" align="center"> <tr> <td align="right"> <math>~a_m</math> </td> <td align="center"> <math>~=</math> </td> <td align="left"> <math>~ \frac{2}{L_\mathrm{max}} \cdot \sum_{L=1}^{L_\mathrm{max}} \rho(\theta_L) \cos(m\theta_L) \, , </math> </td> </tr> <tr> <td align="right"> <math>~b_m</math> </td> <td align="center"> <math>~=</math> </td> <td align="left"> <math>~ \frac{2}{L_\mathrm{max}} \cdot \sum_{L=1}^{L_\mathrm{max}} \rho(\theta_L) \sin(m\theta_L) \, . </math> </td> </tr> </table> </div> Notice that, <math>~a_0 = 2\bar\rho</math>, where <math>~\bar\rho</math> is the average density. The density function can be reconstructed via the expression, <div align="center"> <table border="0" cellpadding="5" align="center"> <tr> <td align="right"> <math>~\rho(\theta_L)</math> </td> <td align="center"> <math>~=</math> </td> <td align="left"> <math>~ \frac{a_0}{2} + \sum_{m=1}^{L_\mathrm{max}/2} \biggl[ a_m \cos(m\theta_L) + b_m\sin(m\theta_L) \biggr] \, , </math> </td> </tr> </table> </div> so the <math>~a_m</math> and <math>~b_m</math> coefficients can, and should be, interpreted as amplitudes of various ''Fourier modes'' <math>~(m)</math>.
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