Download Digital Signal Processing: Mathematical and Computational by Jonathan M. Blackledge PDF

By Jonathan M. Blackledge

This ebook varieties the 1st a part of a whole MSc direction in a space that's basic to the continued revolution in info know-how and communique platforms. vastly exhaustive, authoritative and complete and strengthened with software program, this can be an creation to trendy equipment within the constructing box of electronic sign Processing (DSP). the focal point is at the layout of algorithms and the processing of electronic signs in components of communications and keep an eye on, delivering the reader with a complete advent to the underlying rules and mathematical versions.

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Extra resources for Digital Signal Processing: Mathematical and Computational Methods, Software Development and Applications (Woodhead Publishing Series in Optical and Electronic Materials)

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6u 6y ---=--z- and thus, I'! au ay = - -z- or after equating real and imaginary parts au = av and av ax ay ax au - ay· These are necessary conditions for the differentiability of a complex function. Now, since 6z = 6x + i6y, dw = du . + id» au . (av av) + au ay dy + z ax dx + ay dy = ax dx . Using the Cauchy-Riemann equations au a v ) . (av dw = ( ax dx - ax dy + t. ax dx = + au) ax dy = au ax (dx . ~) (dx + zdy) . ~) ax + zax dz. B» ax Note that the right hand side of the equation above is independent of z.

E. has limited spatial extent). Physically, it is to be expected that the material will increasingly 'spread out' as time evolves and that the concentration of the material decreases further away from the source. It can be shown that a Green's function solution to the diffusion equation yields a result in which the spatial concentration of material is given by the convolution of the source function with a Gaussian function and that the time evolution of this process is governed by a similar process.

The value of argz is then referred to as the 'principal value'. = Example Consider the complex number z = 1 + i. Then r 2 = 1 + 1 = 2 or r = J2, cosB = IjJ2 and sinB = IjJ2. Further, tanB = 1 so B = tan-II = 45° or 7r j 4 radians. Hence, we can write modz =1 z 1= J2, argz = ~. CHAPTER 1. COMPLEX ANALYSIS 12 Note that in general, arg z = () + Zttn. where n=O,±1,±2,... 1) ()2 + i sin ()2)' Then ZlZ2 = r1r2 = r1r2(coS()1 +isin()d(cos()2 +isin()2) [(cos ()1 COS()2 - sin()l sin()2) + i(COS()l sin()2 + sin()1 cos ()2)] = r1r2[coS(()1 + ()2) + isin(()l + ()2)].

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