Robert J. Schilling's Fundamentals of Digital Signal Processing Using MATLAB PDF

By Robert J. Schilling

ISBN-10: 084006909X

ISBN-13: 9780840069092

This moment version textual content makes a speciality of the basics of electronic sign processing with an emphasis on sensible purposes. which will inspire scholars, a number of the examples illustrate the processing of speech and tune. This subject can be a spotlight of the direction software program that includes amenities for recording and enjoying sound on a regular laptop. The accompanying site includes a accomplished MATLAB software program package deal referred to as the basics of electronic sign Processing (FDSP) toolbox model 2.0. The FDSP toolbox contains bankruptcy GUI modules, an in depth library of DSP features, direct entry to the entire computational examples, figures, and tables, recommendations to chose difficulties, and onliine aid documentation. utilizing the interactive GUI modules, scholars can discover, evaluate, and at once adventure the consequences of sign processing recommendations with none want for programming.

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Aliasing The simplest example of a bandlimited signal is a pure sinusoidal tone that has all its power concentrated at a single frequency F0 . For example, consider the following signal where F0 = 90 Hz. xa (t) = sin(180π t) From the Fourier transform pair table in Appendix 1, the spectrum of xa (t) is j[δ( f + 90) − δ( f − 90)] 2 Thus xa (t) is a bandlimited signal with bandwidth B = 90 Hz. From the sampling theorem, we need f s > 180 Hz to avoid aliasing. Suppose xa (t) is sampled at the rate f s = 100 Hz.

2 System Classification Just as signals can be classified, so can the systems that process those signals. 13. In some instances, for example biomedical systems, the input is referred to as the stimulus, and the output is referred to as the response. 13 as an operator S that acts on the input signal x to produce the output signal y. 14) If the input and output are continuous-time signals, then the system S is called a continuoustime system. A discrete-time system is a system S that processes a discrete-time input x(k) Copyright 2010 Cengage Learning.

An easy way to interpret aliasing is to examine a video signal in the form of an M × N image Ia (t) that varies with time. Here Ia (t) consists of an M × N array of picture elements or pixels where the number of rows M and columns N depends on the video format used. If Ia (t) is sampled with a sampling interval of T then the resulting M N -dimensional discrete-time signal is I (k) = Ia (kT ), |k| = 0, 1, 2, . . 13) Here, f s = 1/T is the sampling rate in frames/second. Depending on the content of the image, the sampling rate f s may or may not be sufficiently high to avoid aliasing.

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Fundamentals of Digital Signal Processing Using MATLAB by Robert J. Schilling


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