Signal Processing Study Guide12.2
Publisher Description
You will use it from an undergraduate school all the way to graduate school and beyond. FREE first 2 chapters in the trial version.
Features
Clear and concise explanationsDifficult concepts are explained in simple termsIllustrated with graphs and diagramsSearch for the words or phrasesAccess the guide anytime, anywhere - at home, on the train, in the subway.Use your down time to prepare for an exam.Always have the guide available for a quick reference.Table of Contents
I. ForewordII Mathematical AnalysisIII. DSP TheoryIV. DSP Sub-fieldsV. DSP TechniquesVI. SamplingVII. Statistical Signal ProcessingVIII. Image processingIX. Control engineeringX. DSP ArchitectureI. Foreword
About Signal ProcessingAbout Digital signal processingII. Mathematical Analysis
Fourier analysisFourier seriesFourier transformFast Fourier transformGibbs phenomenonImpulse responseLaplace transformTwo-sided Laplace transformTransfer functionDirac combDirac delta functionSinc functionGoertzel algorithmAbel transformSpline interpolationStochastic differential equationIII. DSP Theory
Nyquist-Shannon sampling theoremWhittaker-Shannon interpolation formulaEstimation theoryDetection theoryLTI system theoryIV. DSP Sub-fields
Audio signal processingDigital image processingSpeech processingStatistical signal processingImage processingControl engineeringV. DSP Techniques
Discrete Fourier transform (DFT)Bilinear transformZ-transformAadvanced Z-transformDiscrete cosine transformModified discrete cosine transformVI. Sampling
SamplingDigital frequencyQuantizationCompandingSignal reconstructionAliasingReconstruction filterNegative frequencyVII. Statistical Signal Processing
Bayes theoremBayes estimatorRecursive Bayesian estimationWiener filterKalman filterFast Kalman filterAdaptive filterFinite impulse responseStatistical classificationHidden Markov modelsVIII. Image processing
Principal components analysisIndependent component analysisSelf-organizing mapsNeural networksComputer visionAffine shape adaptationBlob detectionLanczos resamplingTomographic reconstructionIX. Control engineering
Adaptive controlBuilding AutomationControl reconfigurationFeedbackH infinityIntelligent controlLaplace transformModel predictive controlNon-linear controlOptimal controlProcess controlQuantitative feedback theoryRobotic unicycleRobust controlServomechanismState spaceVisSimX. DSP Architecture
Digital signal processorvon Neumann architectur
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