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タイトル |
英語で学ぶ フーリエ解析とその応用(エイゴデマナブフーリエカイセキトソノオウヨウ) |
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信号解析,スペクトル解析,高速フーリエ変換,制御工学,線形システム理論を学ぶ基礎として必須であるフーリエ解析を易な英文で解説する。重要語には日本語を併記し,解析で使用するMATLABのコードも紹介。
1.OverviewofFourierAnalysis
1.1 HistoryofFourierAnalysis
1.2 IllustrativeExamples
1.2.1 ShapeofSound
1.2.2 ImageProcessing
1.2.3 HealthMonitoringofRailroadTracks
1.2.4 StructuralControl
1.3 KeyPointsofFourierAnalysis
Problems
2.MathematicalFundamentalsforFourierAnalysis
2.1 ComplexNumber
2.2 DifferentialandIntegralCalculus
2.2.1 DifferentialCalculus
2.2.2 IndefiniteandDefiniteIntegralCalculus
2.3 PartialDerivatives
2.4 ExponentialandLogarithmicFunctions
2.5 TrigonometricFunctions
2.6 VariousFunctions
2.6.1 HyperbolicFunctions
2.6.2 HeavisideStepFunction
2.6.3 DiracDeltaFunction
Problems
3.FourierSeries
3.1 PeriodicPhenomena
3.2 ExpressionofaPeriodicFunction
3.3 ComplexFormofFourierSeries
Problems
4.FourierTransform
4.1 DefinitionofFourierTransform
4.2 PropertiesofFourierTransform
4.3 Spectrum,EnergySpectralDensity,andCorrelationFunction
4.4 FourierTransformsofSpecialFunctions
Problems
5.SignalSamplingandReconstruction
5.1 TheSamplingTheorem
5.2 SelectionofSamplingPeriod
5.3 ReconstructionofSignalfromItsSamples
Problems
6.DiscreteFourierTransformandFastFourierTransform
6.1 DiscreteFourierTransform
6.2 FastFourierTransform
Problems
7.ApplicationstoEngineeringProblems
7.1 AnalysisofSound
7.2 AnalysisofSeismicWave
7.3 ProcessingofSurfaceElectromyography(sEMG)
Problems
8.ApplicationtoMathematicalProblemsinEngineering
8.1 LinearSystemandImpulseResponse
8.2 PartialDifferentialEquation
Problems
9.Multi-DimensionalFourierTransform
9.1 DefinitionofMulti-DimensionalFourierTransform
9.2 ApplicationtoImageCompression
9.3 ApplicationtoComputerizedTomography
Problems
10.LaplaceTransform
10.1 DefinitionofLaplaceTransform
10.2 FrequencyResponse
10.3 ComparisonofFourierandLaplaceTransforms
Problems
Appendix
References
AnswerstoProblems
Index