现代信号处理的若干新方法 英文版2025|PDF|Epub|mobi|kindle电子书版本百度云盘下载

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Chapter 1 Introduction1

1.1 Summaries of modern signal processing1

1.2 Characters analysis of the treating methods in modern signal processing4

1.3 Characters and construction arrangements of this book of monograph7

1.4 Summary of this chapter10

Chapter 2 Some novel methods under the conditions of the structural interferences11

2.1 Introduction11

2.2 Analysis the influence of the receiving signals with structural interferences under the conditions between synchronous and asynchronous24

2.2.1 The model of receiving signal27

2.2.2 Analysis the structure of the baseband signal under the synchronous and asynchronous receiving conditions29

2.2.3 Analysis of signal structure under the synchronous and asynchronous conditions of the carrier Phase38

2.2.4 Analysis of the numerical simulation43

2.2.5 Summary of this section47

2.3 Analysis of the united detective methods base on the theory of the definite linear operator47

2.3.1 System rodel48

2.3.2 Related conclusions of the definite linear operator theory and the application in the united detection50

2.3.3 The united detective method based on the theory of definite linear operator under the non-strict power control52

2.3.4 Realization and correlated performances analysis55

2.3.5 Two examples59

2.3.6 Simulative analysis65

2.3.7 the Summary in this section68

2.4 The united detection based on solving the reverse of hermite matrix68

2.4.1 The realization of the united detective method based on the theory of hermite matrix69

2.4.2 Computing complexity analysis and simulation72

2.4.3 The summary of this section73

2.5 The novel decorrelating decision feedback united detective method74

2.5.1 System model74

2.5.2 Derivation of new decorrelating decision feedback method76

2.5.3 Simulation analysis and case78

2.5.4 The summary of this section81

2.6 A novel united detective method under the asynchronous receiving condition82

2.6.1 Introduction82

2.6.2 Signal model83

2.6.3 The derivation of this new united detective method85

2.6.4 Properties analysis and simulation88

2.6.5 The conclusion of this section90

2.7 Blind united detective technologies91

2.7.1 Introduction91

2.7.2 The common model of the blind united detection92

2.7.3 Some concrete blind united detective methods93

2.7.4 The summary of this section99

2.8 The diversity technology based on the fractional Fourier Transformation101

2.8.1 Introduction101

2.8.2 Some corresponding theoretical conclusions of fractional Fourier Transformation102

2.8.3 The concrete analysis of the diversity realization based on the theory of FRFT105

2.8.4 A cryptosystem scheme based on the theory of FRFT107

2.8.5 The summary of this section109

2.9 A modified method of delta modulation109

2.9.1 Introduction109

2.9.2 Delta modulation principle analysis110

2.9.3 Derivation of the modified delta modulation method112

2.9.4 Property analysis and an example114

2.9.5 Conclusion of this section115

2.10 Summary of this chapter116

References117

Chapter 3 Some novel methods of modern signal processing based on Information Theories125

3.1 Introduction126

3.2 Some conclusions in theories of information129

3.2.1 Some basic conceptions129

3.2.2 Some related properties of Shannon entropy and discrimination entropy140

3.2.3 Some important principles and criteria147

3.3 Signal detective models based on the information extreme value criteria151

3.3.1 Signal detective model based on the maximum entropy criterion152

3.3.2 Signal detective model based on the minimum discrimination entropy criterion155

3.3.3 Signal detective model based on the minimum error entropy criterion158

3.4 Analysis of some concrete examples162

3.4.1 Application in the domain of spectra estimation163

3.4.2 Application in the field of blind source separation166

3.4.3 Analysis of the example based on the criterion of the minimum error entropy173

3.5 Conception of information matched filtering174

3.6 Summary of this chapter179

References180

Chapter 4 Some new methods about signal analysis based on the theories of abstract algebra182

4.1 Introduction182

4.2 The basic ideas and models of the signal classification,detection and recognition185

4.3 New methods of signal classification,detection and recognition based on group theory188

4.3.1 The related conceptions and conclusions of group theory188

4.3.2 The concrete application in the domain of signal classification,detection and pattern recognition194

4.3.3 Analysis of a concrete example200

4.4 Some novel methods of signal classification,signal detection and pattern recognition based on the theories of ring and field202

4.4.1 The definition and related properties of ring202

4.4.2 Some related properties of field structure205

4.4.3 the concrete application in the domains of signal classification,detection and recognition207

4.4.4 An example analysis based on field theory208

4.5 The current methods of signal classification,detection and pattern recognition based on the common algebra theories210

4.6 A novel methods based on the theory of linear operator semigroup212

4.6.1 The related theory of linear operator semigroup212

4.6.2 The concrete processing based on theories of linear operator semigroup215

4.7 Summary of this chapter219

References220

Chapter 5 Conclusions and Prospects222

5.1 The conclusions of the whole book monograph222

5.2 The expectation of the future researching227

References229

Postscript230

Brief Introduction about this Book of Monograph232