CH1 - The Breadth and Depth of DSP.rar

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  • 2020-03-24 16:16
Guide to DSP chapter 1
CH1 - The Breadth and Depth of DSP.rar
  • CH1 - The Breadth and Depth of DSP.pdf
<html xmlns=""> <head> <meta charset="utf-8"> <meta name="generator" content="pdf2htmlEX"> <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1"> <link rel="stylesheet" href=""> <link rel="stylesheet" href=""> <link rel="stylesheet" href=""> <script src=""></script> <script src=""></script> <script> try{ pdf2htmlEX.defaultViewer = new pdf2htmlEX.Viewer({}); }catch(e){} </script> <title></title> </head> <body> <div id="sidebar" style="display: none"> <div id="outline"> </div> </div> <div id="pf1" class="pf w0 h0" data-page-no="1"><div class="pc pc1 w0 h0"><img class="bi x0 y0 w1 h1" alt="" src=""><div class="t m0 x1 h2 y1 ff1 fs0 fc0 sc0 ls0 ws0">1</div><div class="t m0 x2 h3 y2 ff1 fs1 fc0 sc0 ls1 ws0">CHAPTER</div><div class="t m0 x3 h4 y3 ff1 fs2 fc0 sc0 ls2 ws0">1</div><div class="t m0 x4 h5 y4 ff2 fs3 fc0 sc0 ls3 ws1">The Breadth and Depth of DSP</div><div class="t m0 x5 h6 y5 ff1 fs4 fc0 sc0 ls4 ws2">Digital Signal Processing is one of the most powerful technologies that will shape science and</div><div class="t m0 x5 h6 y6 ff1 fs4 fc0 sc0 ls5 ws3">engineering in the twenty-first century. Revolutionary changes have already been made in a<span class="ff3 ls6 ws4"> broad</span></div><div class="t m0 x5 h6 y7 ff1 fs4 fc0 sc0 ls7 ws5">range of fields: communications, medical imaging, radar &amp; sonar, high fidelity music</div><div class="t m0 x5 h6 y8 ff1 fs4 fc0 sc0 ls8 ws6">reproduction, and oil prospecting, to name just a few. Each of these areas has developed a <span class="ff3 ls9 ws0">deep</span></div><div class="t m0 x5 h6 y9 ff1 fs4 fc0 sc0 lsa ws7">DSP technology, with its own algorithms, mathematics, and specialized techniques. This</div><div class="t m0 x5 h6 ya ff1 fs4 fc0 sc0 lsb ws8">combination of breath and depth makes it impossible for any one individual to master all of the</div><div class="t m0 x5 h6 yb ff1 fs4 fc0 sc0 lsc ws9">DSP technology that has been developed. DSP education involves two tasks: learning general</div><div class="t m0 x5 h6 yc ff1 fs4 fc0 sc0 lsd wsa">concepts that apply to the field as a whole, and learning specialized techniques for your particular</div><div class="t m0 x5 h6 yd ff1 fs4 fc0 sc0 lse wsb">area of interest. This chapter starts our journey into the world of Digital Signal Processing by</div><div class="t m0 x5 h6 ye ff1 fs4 fc0 sc0 lsf wsc">describing the dramatic effect that DSP has made in several diverse fields. The revolution has</div><div class="t m0 x5 h6 yf ff1 fs4 fc0 sc0 ls10 ws0">begun.</div><div class="t m0 x5 h7 y10 ff2 fs5 fc0 sc0 ls11 wsd">The Roots of DSP</div><div class="t m0 x6 h8 y11 ff1 fs6 fc0 sc0 ls12 wse">Digital Signal Processing is distinguished from other areas in computer science</div><div class="t m0 x6 h8 y12 ff1 fs6 fc0 sc0 ls13 wsf">by the unique type of data it uses: <span class="ff3 ls14 ws0">signals</span><span class="ls15 ws10">. In most cases, these signals</span></div><div class="t m0 x6 h8 y13 ff1 fs6 fc0 sc0 ls16 ws11">originate as sensory data from the real world: seismic vibrations, visual images,</div><div class="t m0 x6 h8 y14 ff1 fs6 fc0 sc0 ls17 ws12">sound waves, etc. DSP is the mathematics, the algorithms, and the techniques</div><div class="t m0 x6 h8 y15 ff1 fs6 fc0 sc0 ls18 ws13">used to manipulate these signals after they have been converted into a digital</div><div class="t m0 x6 h8 y16 ff1 fs6 fc0 sc0 ls19 ws14">form. This includes a wide variety of goals, such as: enhancement of visual</div><div class="t m0 x6 h8 y17 ff1 fs6 fc0 sc0 ls1a ws15">images, recognition and generation of speech, compression of data for storage</div><div class="t m0 x6 h8 y18 ff1 fs6 fc0 sc0 ls1b ws16">and transmission, etc. Suppose we attach an analog-to-digital converter to a</div><div class="t m0 x6 h8 y19 ff1 fs6 fc0 sc0 ls1c ws17">computer and use it to acquire a chunk of real world data. DSP answers the</div><div class="t m0 x6 h8 y1a ff1 fs6 fc0 sc0 ls1d ws18">question: <span class="ff3 ls1e ws19">What next</span><span class="ls1f ws1a">? </span></div><div class="t m0 x6 h8 y1b ff1 fs6 fc0 sc0 ls20 ws1b">The roots of DSP are in the 1960s and 1970s when digital computers first</div><div class="t m0 x6 h8 y1c ff1 fs6 fc0 sc0 ls21 ws1c">became available. Computers were expensive during this era, and DSP was</div><div class="t m0 x6 h8 y1d ff1 fs6 fc0 sc0 ls22 ws1d">limited to only a few critical applications. Pioneering efforts were made in four</div><div class="t m0 x6 h8 y1e ff1 fs6 fc0 sc0 ls23 ws1e">key areas: <span class="ff3 ls24 ws1f">radar &amp; sonar</span><span class="ls25 ws20">, where national security was at risk; <span class="ff3 ls26 ws21">oil exploration</span><span class="ls27 ws0">,</span></span></div><div class="t m0 x6 h8 y1f ff1 fs6 fc0 sc0 ls28 ws22">where large amounts of money could be made; <span class="ff3 ls29 ws23">space exploration</span><span class="ls2a ws24">, where the</span></div></div><div class="pi" data-data='{"ctm":[1.839080,0.000000,0.000000,1.839080,0.000000,0.000000]}'></div></div> </body> </html>
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