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Digital signal processsing using MATLAB for students and researchers / John W. Leis
Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Publisher: Hoboken, New Jersey : Wiley, [2011]Edition: Online-AusgDescription: Online-Ressource (1 online resource (xii, 382 p.)) : illISBN:- 9781283126366
- 1283126362
- 9781118033609
- 621.3822
- 621.382/2
- 621.38220285
- SCI067000
- TK5102.9
Contents:
Summary: Intro -- DIGITAL SIGNAL PROCESSING USING MATLAB FOR STUDENTS AND RESEARCHERS -- CONTENTS -- PREFACE -- CHAPTER 1: WHAT IS SIGNAL PROCESSING? -- 1.1 CHAPTER OBJECTIVES -- 1.2 INTRODUCTION -- 1.3 BOOK OBJECTIVES -- 1.4 DSP AND ITS APPLICATIONS -- 1.5 APPLICATION CASE STUDIES USING DSP -- 1.6 OVERVIEW OF LEARNING OBJECTIVES -- 1.7 CONVENTIONS USED IN THIS BOOK -- 1.8 CHAPTER SUMMARY -- CHAPTER 2: MATLAB FOR SIGNAL PROCESSING -- 2.1 CHAPTER OBJECTIVES -- 2.2 INTRODUCTION -- 2.3 WHAT IS MATLAB? -- 2.4 GETTING STARTED -- 2.5 EVERYTHING IS A MATRIX -- 2.6 INTERACTIVE USE -- 2.7 TESTING AND LOOPING -- 2.8 FUNCTIONS AND VARIABLES -- 2.9 PLOTTING AND GRAPHING -- 2.10 LOADING AND SAVING DATA -- 2.11 MULTIDIMENSIONAL ARRAYS -- 2.12 BITWISE OPERATORS -- 2.13 VECTORIZING CODE -- 2.14 USING MATLAB FOR PROCESSING SIGNALS -- 2.15 CHAPTER SUMMARY -- CHAPTER 3: SAMPLED SIGNALS AND DIGITAL PROCESSING -- 3.1 CHAPTER OBJECTIVES -- 3.2 INTRODUCTION -- 3.3 PROCESSING SIGNALS USING COMPUTER ALGORITHMS -- 3.4 DIGITAL REPRESENTATION OF NUMBERS -- 3.5 SAMPLING -- 3.6 QUANTIZATION -- 3.7 IMAGE DISPLAY -- 3.8 ALIASING -- 3.9 RECONSTRUCTION -- 3.10 BLOCK DIAGRAMS AND DIFFERENCE EQUATIONS -- 3.11 LINEARITY, SUPERPOSITION, AND TIME INVARIANCE -- 3.12 PRACTICAL ISSUES AND COMPUTATIONAL EFFICIENCY -- 3.13 CHAPTER SUMMARY -- CHAPTER 4: RANDOM SIGNALS -- 4.1 CHAPTER OBJECTIVES -- 4.2 INTRODUCTION -- 4.3 RANDOM AND DETERMINISTIC SIGNALS -- 4.4 RANDOM NUMBER GENERATION -- 4.5 STATISTICAL PARAMETERS -- 4.6 PROBABILITY FUNCTIONS -- 4.7 COMMON DISTRIBUTIONS -- 4.8 CONTINUOUS AND DISCRETE VARIABLES -- 4.9 SIGNAL CHARACTERIZATION -- 4.10 HISTOGRAM OPERATORS -- 4.11 MEDIAN FILTERS -- 4.12 CHAPTER SUMMARY -- CHAPTER 5: REPRESENTING SIGNALS AND SYSTEMS -- 5.1 CHAPTER OBJECTIVES -- 5.2 INTRODUCTION -- 5.3 DISCRETE-TIME WAVEFORM GENERATION -- 5.4 THE z TRANSFORM.PPN: PPN: 809315971Package identifier: Produktsigel: ZDB-26-MYL | ZDB-30-PAD | ZDB-30-PQE
""Title page""; ""Copyright page""; ""Dedication""; ""PREFACE""; ""CHAPTERÂ 1 WHAT IS SIGNAL PROCESSING?""; ""1.1Â CHAPTER OBJECTIVES""; ""1.2Â INTRODUCTION""; ""1.3Â BOOK OBJECTIVES""; ""1.4Â DSP AND ITS APPLICATIONS""; ""1.5Â APPLICATION CASE STUDIES USING DSP""; ""1.6Â OVERVIEW OF LEARNING OBJECTIVES""; ""1.7Â CONVENTIONS USED IN THIS BOOK""; ""1.8Â CHAPTER SUMMARY""; ""CHAPTERÂ 2 MATLAB FOR SIGNAL PROCESSING""; ""2.1Â CHAPTER OBJECTIVES""; ""2.2Â INTRODUCTION""; ""2.3Â WHAT IS MATLAB?""; ""2.4Â GETTING STARTED""; ""2.5Â EVERYTHING IS A MATRIX""; ""2.6Â INTERACTIVE USE""
""2.7Â TESTING AND LOOPING""""2.8Â FUNCTIONS AND VARIABLES""; ""2.9Â PLOTTING AND GRAPHING""; ""2.10Â LOADING AND SAVING DATA""; ""2.11Â MULTIDIMENSIONAL ARRAYS""; ""2.12Â BITWISE OPERATORS""; ""2.13Â VECTORIZING CODE""; ""2.14Â USING MATLAB FOR PROCESSING SIGNALS""; ""2.15Â CHAPTER SUMMARY""; ""CHAPTERÂ 3 SAMPLED SIGNALS AND DIGITAL PROCESSING""; ""3.1Â CHAPTER OBJECTIVES""; ""3.2Â INTRODUCTION""; ""3.3Â PROCESSING SIGNALS USING COMPUTER ALGORITHMS""; ""3.4Â DIGITAL REPRESENTATION OF NUMBERS""; ""3.5Â SAMPLING""; ""3.6Â QUANTIZATION""; ""3.7Â IMAGE DISPLAY""; ""3.8Â ALIASING""
""3.9Â RECONSTRUCTION""""3.10Â BLOCK DIAGRAMS AND DIFFERENCE EQUATIONS""; ""3.11Â LINEARITY, SUPERPOSITION, AND TIME INVARIANCE""; ""3.12Â PRACTICAL ISSUES AND COMPUTATIONAL EFFICIENCY""; ""3.13Â CHAPTER SUMMARY""; ""CHAPTERÂ 4 RANDOM SIGNALS""; ""4.1Â CHAPTER OBJECTIVES""; ""4.2Â INTRODUCTION""; ""4.3Â RANDOM AND DETERMINISTIC SIGNALS""; ""4.4Â RANDOM NUMBER GENERATION""; ""4.5Â STATISTICAL PARAMETERS""; ""4.6Â PROBABILITY FUNCTIONS""; ""4.7Â COMMON DISTRIBUTIONS""; ""4.8Â CONTINUOUS AND DISCRETE VARIABLES""; ""4.9Â SIGNAL CHARACTERIZATION""; ""4.10Â HISTOGRAM OPERATORS""
""4.11Â MEDIAN FILTERS""""4.12Â CHAPTER SUMMARY""; ""CHAPTERÂ 5 REPRESENTING SIGNALS AND SYSTEMS""; ""5.1Â CHAPTER OBJECTIVES""; ""5.2Â INTRODUCTION""; ""5.3Â DISCRETE-TIME WAVEFORM GENERATION""; ""5.4Â THE z TRANSFORM""; ""5.5Â POLYNOMIAL APPROACH""; ""5.6Â POLES, ZEROS, AND STABILITY""; ""5.7Â TRANSFER FUNCTIONS AND FREQUENCY RESPONSE""; ""5.8Â VECTOR INTERPRETATION OF FREQUENCY RESPONSE""; ""5.9Â CONVOLUTION""; ""5.10Â CHAPTER SUMMARY""; ""CHAPTERÂ 6 TEMPORAL AND SPATIAL SIGNAL PROCESSING""; ""6.1Â CHAPTER OBJECTIVES""; ""6.2Â INTRODUCTION""; ""6.3Â CORRELATION""
""6.4Â LINEAR PREDICTION""""6.5Â NOISE ESTIMATION AND OPTIMAL FILTERING""; ""6.6Â TOMOGRAPHY""; ""6.7Â CHAPTER SUMMARY""; ""CHAPTERÂ 7 FREQUENCY ANALYSIS OF SIGNALS""; ""7.1Â CHAPTER OBJECTIVES""; ""7.2Â INTRODUCTION""; ""7.3Â FOURIER SERIES""; ""7.4Â HOW DO THE FOURIER SERIES COEFFICIENT EQUATIONS COME ABOUT?""; ""7.5Â PHASE-SHIFTED WAVEFORMS""; ""7.6Â THE FOURIER TRANSFORM""; ""7.7Â ALIASING IN DISCRETE-TIME SAMPLING""; ""7.8Â THE FFT AS A SAMPLE INTERPOLATOR""; ""7.9Â SAMPLING A SIGNAL OVER A FINITE TIME WINDOW""; ""7.10Â TIME-FREQUENCY DISTRIBUTIONS""; ""7.11Â BUFFERING AND WINDOWING""
""7.12Â THE FFT""
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