SlideShare una empresa de Scribd logo

Elements Of Stochastic Processes

•Descargar como PPT, PDF•
•
M
MALAKI12003
TecnologíaEmpresariales
1 de 40
Stochastic Processes Elements of Stochastic Processes By Mahdi Malaki
Outline ,[object Object],[object Object],[object Object],[object Object]
Basic Definitions ,[object Object],[object Object],[object Object]
Basic Definitions (cont’d) ,[object Object]
Basic Definitions (cont’d) ,[object Object],[object Object]
Basic Definitions (cont’d) ,[object Object],[object Object]
Basic Definitions (cont’d) ,[object Object],[object Object],[object Object]
Basic Definitions (cont’d) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Basic Definitions (cont’d) ,[object Object],[object Object]
Basic Definitions (cont’d) ,[object Object],[object Object]
Basic Definitions (cont’d) ,[object Object],[object Object],[object Object]
Basic Definitions (cont’d) ,[object Object],[object Object],[object Object]
Basic Definitions (cont’d) ,[object Object],[object Object],[object Object]
Basic Definitions (cont’d) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Basic Definitions (cont’d) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Basic Definitions (cont’d) ,[object Object],[object Object],[object Object],[object Object]
Basic Definitions (cont’d) ,[object Object],[object Object],[object Object]
Basic Definitions (cont’d) ,[object Object],[object Object],[object Object],[object Object]
Outline ,[object Object],[object Object],[object Object],[object Object]
Stationary/Ergodic Processes ,[object Object],[object Object],[object Object],[object Object],[object Object]
Stationary/Ergodic Processes (cont’d) ,[object Object],[object Object],[object Object],[object Object]
Stationary/Ergodic Processes (cont’d) ,[object Object],[object Object]
Stationary/Ergodic Processes (cont’d) ,[object Object],[object Object],[object Object],[object Object]
Stationary/Ergodic Processes (cont’d) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Stationary/Ergodic Processes (cont’d) ,[object Object],[object Object],[object Object]
Stationary/Ergodic Processes (cont’d) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Stationary/Ergodic Processes (cont’d) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Outline ,[object Object],[object Object],[object Object],[object Object]
Stochastic Analysis of Systems ,[object Object],[object Object],[object Object],[object Object]
Stochastic Analysis of Systems (cont’d) ,[object Object],[object Object],[object Object]
Stochastic Analysis of Systems (cont’d) ,[object Object],[object Object],[object Object]
Stochastic Analysis of Systems (cont’d) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Stochastic Analysis of Systems (cont’d) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Outline ,[object Object],[object Object],[object Object],[object Object]
Power Spectrum ,[object Object],[object Object],[object Object],[object Object]
Power Spectrum (cont’d) ,[object Object],[object Object]
Power Spectrum (cont’d) ,[object Object],[object Object]
Power Spectrum (cont’d) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Power Spectrum (cont’d) ,[object Object],[object Object],[object Object],[object Object]
[object Object]

Recomendados

4 stochastic processes
4 stochastic processes4 stochastic processes
4 stochastic processesSolo Hermelin
 
DSP_FOEHU - MATLAB 01 - Discrete Time Signals and Systems
DSP_FOEHU - MATLAB 01 - Discrete Time Signals and SystemsDSP_FOEHU - MATLAB 01 - Discrete Time Signals and Systems
DSP_FOEHU - MATLAB 01 - Discrete Time Signals and SystemsAmr E. Mohamed
 
Dsp case study
Dsp case studyDsp case study
Dsp case studyVaibhav Tayal
 
discrete time signals and systems
discrete time signals and systems discrete time signals and systems
discrete time signals and systems Zlatan Ahmadovic
 
Discrete Signal Processing
Discrete Signal ProcessingDiscrete Signal Processing
Discrete Signal Processingmargretrosy
 
Vidyalankar final-essentials of communication systems
Vidyalankar final-essentials of communication systemsVidyalankar final-essentials of communication systems
Vidyalankar final-essentials of communication systemsanilkurhekar
 
2.time domain analysis of lti systems
2.time domain analysis of lti systems2.time domain analysis of lti systems
2.time domain analysis of lti systemsINDIAN NAVY
 
DSP_FOEHU - MATLAB 02 - The Discrete-time Fourier Analysis
DSP_FOEHU - MATLAB 02 - The Discrete-time Fourier AnalysisDSP_FOEHU - MATLAB 02 - The Discrete-time Fourier Analysis
DSP_FOEHU - MATLAB 02 - The Discrete-time Fourier AnalysisAmr E. Mohamed
 

Recomendados

4 stochastic processes
4 stochastic processes4 stochastic processes
4 stochastic processesSolo Hermelin
 
DSP_FOEHU - MATLAB 01 - Discrete Time Signals and Systems
DSP_FOEHU - MATLAB 01 - Discrete Time Signals and SystemsDSP_FOEHU - MATLAB 01 - Discrete Time Signals and Systems
DSP_FOEHU - MATLAB 01 - Discrete Time Signals and SystemsAmr E. Mohamed
 
Dsp case study
Dsp case studyDsp case study
Dsp case studyVaibhav Tayal
 
discrete time signals and systems
discrete time signals and systems discrete time signals and systems
discrete time signals and systems Zlatan Ahmadovic
 
Discrete Signal Processing
Discrete Signal ProcessingDiscrete Signal Processing
Discrete Signal Processingmargretrosy
 
Vidyalankar final-essentials of communication systems
Vidyalankar final-essentials of communication systemsVidyalankar final-essentials of communication systems
Vidyalankar final-essentials of communication systemsanilkurhekar
 
2.time domain analysis of lti systems
2.time domain analysis of lti systems2.time domain analysis of lti systems
2.time domain analysis of lti systemsINDIAN NAVY
 
DSP_FOEHU - MATLAB 02 - The Discrete-time Fourier Analysis
DSP_FOEHU - MATLAB 02 - The Discrete-time Fourier AnalysisDSP_FOEHU - MATLAB 02 - The Discrete-time Fourier Analysis
DSP_FOEHU - MATLAB 02 - The Discrete-time Fourier AnalysisAmr E. Mohamed
 
On Approach of Estimation Time Scales of Relaxation of Concentration of Charg...
On Approach of Estimation Time Scales of Relaxation of Concentration of Charg...On Approach of Estimation Time Scales of Relaxation of Concentration of Charg...
On Approach of Estimation Time Scales of Relaxation of Concentration of Charg...Zac Darcy
 
DSP_FOEHU - MATLAB 04 - The Discrete Fourier Transform (DFT)
DSP_FOEHU - MATLAB 04 - The Discrete Fourier Transform (DFT)DSP_FOEHU - MATLAB 04 - The Discrete Fourier Transform (DFT)
DSP_FOEHU - MATLAB 04 - The Discrete Fourier Transform (DFT)Amr E. Mohamed
 
Spectral sum rules for conformal field theories
Spectral sum rules for conformal field theoriesSpectral sum rules for conformal field theories
Spectral sum rules for conformal field theoriesSubham Dutta Chowdhury
 
Transforms
TransformsTransforms
Transformsssuser2797e4
 
DFT and its properties
DFT and its propertiesDFT and its properties
DFT and its propertiesssuser2797e4
 
Discrete time control systems
Discrete time control systemsDiscrete time control systems
Discrete time control systemsadd0103
 
Lecture 3 sapienza 2017
Lecture 3 sapienza 2017Lecture 3 sapienza 2017
Lecture 3 sapienza 2017Franco Bontempi Org Didattica
 
Lecture 5: The Convolution Sum
Lecture 5: The Convolution SumLecture 5: The Convolution Sum
Lecture 5: The Convolution SumJawaher Abdulwahab Fadhil
 
DSP_2018_FOEHU - Lec 08 - The Discrete Fourier Transform
DSP_2018_FOEHU - Lec 08 - The Discrete Fourier TransformDSP_2018_FOEHU - Lec 08 - The Discrete Fourier Transform
DSP_2018_FOEHU - Lec 08 - The Discrete Fourier TransformAmr E. Mohamed
 
Lecture 2 sapienza 2017
Lecture 2 sapienza 2017Lecture 2 sapienza 2017
Lecture 2 sapienza 2017Franco Bontempi Org Didattica
 
Lecture 1 sapienza 2017
Lecture 1 sapienza 2017Lecture 1 sapienza 2017
Lecture 1 sapienza 2017Franco Bontempi Org Didattica
 
DSP_FOEHU - MATLAB 03 - The z-Transform
DSP_FOEHU - MATLAB 03 - The z-TransformDSP_FOEHU - MATLAB 03 - The z-Transform
DSP_FOEHU - MATLAB 03 - The z-TransformAmr E. Mohamed
 
Lecture10 Signal and Systems
Lecture10 Signal and SystemsLecture10 Signal and Systems
Lecture10 Signal and Systemsbabak danyal
 
Lecture 4 sapienza 2017
Lecture 4 sapienza 2017Lecture 4 sapienza 2017
Lecture 4 sapienza 2017Franco Bontempi Org Didattica
 
Dcs lec03 - z-analysis of discrete time control systems
Dcs lec03 - z-analysis of discrete time control systemsDcs lec03 - z-analysis of discrete time control systems
Dcs lec03 - z-analysis of discrete time control systemsAmr E. Mohamed
 
Operators n dirac in qm
Operators n dirac in qmOperators n dirac in qm
Operators n dirac in qmAnda Tywabi
 
Dcs lec02 - z-transform
Dcs lec02 - z-transformDcs lec02 - z-transform
Dcs lec02 - z-transformAmr E. Mohamed
 
Chapter5 - The Discrete-Time Fourier Transform
Chapter5 - The Discrete-Time Fourier TransformChapter5 - The Discrete-Time Fourier Transform
Chapter5 - The Discrete-Time Fourier TransformAttaporn Ninsuwan
 
Introduction to Fourier transform and signal analysis
Introduction to Fourier transform and signal analysisIntroduction to Fourier transform and signal analysis
Introduction to Fourier transform and signal analysis宗翰 謝
 
Continuous Systems To Discrete Event Systems
Continuous Systems To Discrete Event SystemsContinuous Systems To Discrete Event Systems
Continuous Systems To Discrete Event Systemsahmad bassiouny
 
Deterministic vs stochastic
Deterministic vs stochasticDeterministic vs stochastic
Deterministic vs stochasticsohail40
 
Stochastic modelling and its applications
Stochastic modelling and its applicationsStochastic modelling and its applications
Stochastic modelling and its applicationsKartavya Jain
 

Más contenido relacionado

La actualidad más candente

On Approach of Estimation Time Scales of Relaxation of Concentration of Charg...
On Approach of Estimation Time Scales of Relaxation of Concentration of Charg...On Approach of Estimation Time Scales of Relaxation of Concentration of Charg...
On Approach of Estimation Time Scales of Relaxation of Concentration of Charg...Zac Darcy
 
DSP_FOEHU - MATLAB 04 - The Discrete Fourier Transform (DFT)
DSP_FOEHU - MATLAB 04 - The Discrete Fourier Transform (DFT)DSP_FOEHU - MATLAB 04 - The Discrete Fourier Transform (DFT)
DSP_FOEHU - MATLAB 04 - The Discrete Fourier Transform (DFT)Amr E. Mohamed
 
Spectral sum rules for conformal field theories
Spectral sum rules for conformal field theoriesSpectral sum rules for conformal field theories
Spectral sum rules for conformal field theoriesSubham Dutta Chowdhury
 
DFT and its properties
DFT and its propertiesDFT and its properties
DFT and its propertiesssuser2797e4
 
Discrete time control systems
Discrete time control systemsDiscrete time control systems
Discrete time control systemsadd0103
 
DSP_2018_FOEHU - Lec 08 - The Discrete Fourier Transform
DSP_2018_FOEHU - Lec 08 - The Discrete Fourier TransformDSP_2018_FOEHU - Lec 08 - The Discrete Fourier Transform
DSP_2018_FOEHU - Lec 08 - The Discrete Fourier TransformAmr E. Mohamed
 
DSP_FOEHU - MATLAB 03 - The z-Transform
DSP_FOEHU - MATLAB 03 - The z-TransformDSP_FOEHU - MATLAB 03 - The z-Transform
DSP_FOEHU - MATLAB 03 - The z-TransformAmr E. Mohamed
 
Lecture10 Signal and Systems
Lecture10 Signal and SystemsLecture10 Signal and Systems
Lecture10 Signal and Systemsbabak danyal
 
Dcs lec03 - z-analysis of discrete time control systems
Dcs lec03 - z-analysis of discrete time control systemsDcs lec03 - z-analysis of discrete time control systems
Dcs lec03 - z-analysis of discrete time control systemsAmr E. Mohamed
 
Operators n dirac in qm
Operators n dirac in qmOperators n dirac in qm
Operators n dirac in qmAnda Tywabi
 
Dcs lec02 - z-transform
Dcs lec02 - z-transformDcs lec02 - z-transform
Dcs lec02 - z-transformAmr E. Mohamed
 
Chapter5 - The Discrete-Time Fourier Transform
Chapter5 - The Discrete-Time Fourier TransformChapter5 - The Discrete-Time Fourier Transform
Chapter5 - The Discrete-Time Fourier TransformAttaporn Ninsuwan
 
Introduction to Fourier transform and signal analysis
Introduction to Fourier transform and signal analysisIntroduction to Fourier transform and signal analysis
Introduction to Fourier transform and signal analysis宗翰 謝
 
Continuous Systems To Discrete Event Systems
Continuous Systems To Discrete Event SystemsContinuous Systems To Discrete Event Systems
Continuous Systems To Discrete Event Systemsahmad bassiouny
 

La actualidad más candente (20)

On Approach of Estimation Time Scales of Relaxation of Concentration of Charg...
On Approach of Estimation Time Scales of Relaxation of Concentration of Charg...On Approach of Estimation Time Scales of Relaxation of Concentration of Charg...
On Approach of Estimation Time Scales of Relaxation of Concentration of Charg...
 
DSP_FOEHU - MATLAB 04 - The Discrete Fourier Transform (DFT)
DSP_FOEHU - MATLAB 04 - The Discrete Fourier Transform (DFT)DSP_FOEHU - MATLAB 04 - The Discrete Fourier Transform (DFT)
DSP_FOEHU - MATLAB 04 - The Discrete Fourier Transform (DFT)
 
Spectral sum rules for conformal field theories
Spectral sum rules for conformal field theoriesSpectral sum rules for conformal field theories
Spectral sum rules for conformal field theories
 
Transforms
TransformsTransforms
Transforms
 
DFT and its properties
DFT and its propertiesDFT and its properties
DFT and its properties
 
Discrete time control systems
Discrete time control systemsDiscrete time control systems
Discrete time control systems
 
Lecture 3 sapienza 2017
Lecture 3 sapienza 2017Lecture 3 sapienza 2017
Lecture 3 sapienza 2017
 
Lecture 5: The Convolution Sum
Lecture 5: The Convolution SumLecture 5: The Convolution Sum
Lecture 5: The Convolution Sum
 
DSP_2018_FOEHU - Lec 08 - The Discrete Fourier Transform
DSP_2018_FOEHU - Lec 08 - The Discrete Fourier TransformDSP_2018_FOEHU - Lec 08 - The Discrete Fourier Transform
DSP_2018_FOEHU - Lec 08 - The Discrete Fourier Transform
 
Lecture 2 sapienza 2017
Lecture 2 sapienza 2017Lecture 2 sapienza 2017
Lecture 2 sapienza 2017
 
Lecture 1 sapienza 2017
Lecture 1 sapienza 2017Lecture 1 sapienza 2017
Lecture 1 sapienza 2017
 
DSP_FOEHU - MATLAB 03 - The z-Transform
DSP_FOEHU - MATLAB 03 - The z-TransformDSP_FOEHU - MATLAB 03 - The z-Transform
DSP_FOEHU - MATLAB 03 - The z-Transform
 
Lecture10 Signal and Systems
Lecture10 Signal and SystemsLecture10 Signal and Systems
Lecture10 Signal and Systems
 
Lecture 4 sapienza 2017
Lecture 4 sapienza 2017Lecture 4 sapienza 2017
Lecture 4 sapienza 2017
 
Dcs lec03 - z-analysis of discrete time control systems
Dcs lec03 - z-analysis of discrete time control systemsDcs lec03 - z-analysis of discrete time control systems
Dcs lec03 - z-analysis of discrete time control systems
 
Operators n dirac in qm
Operators n dirac in qmOperators n dirac in qm
Operators n dirac in qm
 
Dcs lec02 - z-transform
Dcs lec02 - z-transformDcs lec02 - z-transform
Dcs lec02 - z-transform
 
Chapter5 - The Discrete-Time Fourier Transform
Chapter5 - The Discrete-Time Fourier TransformChapter5 - The Discrete-Time Fourier Transform
Chapter5 - The Discrete-Time Fourier Transform
 
Introduction to Fourier transform and signal analysis
Introduction to Fourier transform and signal analysisIntroduction to Fourier transform and signal analysis
Introduction to Fourier transform and signal analysis
 
Continuous Systems To Discrete Event Systems
Continuous Systems To Discrete Event SystemsContinuous Systems To Discrete Event Systems
Continuous Systems To Discrete Event Systems
 

Destacado

Deterministic vs stochastic
Deterministic vs stochasticDeterministic vs stochastic
Deterministic vs stochasticsohail40
 
Stochastic modelling and its applications
Stochastic modelling and its applicationsStochastic modelling and its applications
Stochastic modelling and its applicationsKartavya Jain
 
More Stochastic Simulation Examples
More Stochastic Simulation ExamplesMore Stochastic Simulation Examples
More Stochastic Simulation ExamplesStephen Gilmore
 
Stochastic Process
Stochastic ProcessStochastic Process
Stochastic Processknksmart
 
basics of stochastic and queueing theory
basics of stochastic and queueing theorybasics of stochastic and queueing theory
basics of stochastic and queueing theoryjyoti daddarwal
 
Foundations and methods of stochastic simulation
Foundations and methods of stochastic simulationFoundations and methods of stochastic simulation
Foundations and methods of stochastic simulationSpringer
 
Discrete And Continuous Simulation
Discrete And Continuous SimulationDiscrete And Continuous Simulation
Discrete And Continuous SimulationNguyen Chien
 
Queuing theory network
Queuing theory networkQueuing theory network
Queuing theory networkAmit Dahal
 
The Stochastic Simulation Algorithm
The Stochastic Simulation AlgorithmThe Stochastic Simulation Algorithm
The Stochastic Simulation AlgorithmStephen Gilmore
 
Introduction to random variables
Introduction to random variablesIntroduction to random variables
Introduction to random variablesHadley Wickham
 
All types of model(Simulation & Modelling) #ShareThisIfYouLike
All types of model(Simulation & Modelling) #ShareThisIfYouLikeAll types of model(Simulation & Modelling) #ShareThisIfYouLike
All types of model(Simulation & Modelling) #ShareThisIfYouLikeUnited International University
 
Dynamic and Static Modeling
Dynamic and Static ModelingDynamic and Static Modeling
Dynamic and Static ModelingSaurabh Kumar
 
Simulation Techniques
Simulation TechniquesSimulation Techniques
Simulation Techniquesmailrenuka
 
Progress seminar
Progress seminarProgress seminar
Progress seminarBarnali Dey
 
Feedback on Part 1 of the CSLP
Feedback on Part 1 of the CSLPFeedback on Part 1 of the CSLP
Feedback on Part 1 of the CSLPStephen Gilmore
 
Actuarial modeling of general practictioners' drug prescriptions costs
Actuarial modeling of general practictioners' drug prescriptions costsActuarial modeling of general practictioners' drug prescriptions costs
Actuarial modeling of general practictioners' drug prescriptions costsGiorgio Alfredo Spedicato
 
Zhuoxin Li_School Projects
Zhuoxin Li_School ProjectsZhuoxin Li_School Projects
Zhuoxin Li_School ProjectsZhuoxin Li
 
Anatomy of an econometric modelling (1)
Anatomy of an econometric modelling (1)Anatomy of an econometric modelling (1)
Anatomy of an econometric modelling (1)Jai Dewan
 

Destacado (20)

Deterministic vs stochastic
Deterministic vs stochasticDeterministic vs stochastic
Deterministic vs stochastic
 
Stochastic modelling and its applications
Stochastic modelling and its applicationsStochastic modelling and its applications
Stochastic modelling and its applications
 
More Stochastic Simulation Examples
More Stochastic Simulation ExamplesMore Stochastic Simulation Examples
More Stochastic Simulation Examples
 
Stochastic Process
Stochastic ProcessStochastic Process
Stochastic Process
 
basics of stochastic and queueing theory
basics of stochastic and queueing theorybasics of stochastic and queueing theory
basics of stochastic and queueing theory
 
Foundations and methods of stochastic simulation
Foundations and methods of stochastic simulationFoundations and methods of stochastic simulation
Foundations and methods of stochastic simulation
 
Discrete And Continuous Simulation
Discrete And Continuous SimulationDiscrete And Continuous Simulation
Discrete And Continuous Simulation
 
Queuing theory network
Queuing theory networkQueuing theory network
Queuing theory network
 
The Stochastic Simulation Algorithm
The Stochastic Simulation AlgorithmThe Stochastic Simulation Algorithm
The Stochastic Simulation Algorithm
 
Introduction to random variables
Introduction to random variablesIntroduction to random variables
Introduction to random variables
 
All types of model(Simulation & Modelling) #ShareThisIfYouLike
All types of model(Simulation & Modelling) #ShareThisIfYouLikeAll types of model(Simulation & Modelling) #ShareThisIfYouLike
All types of model(Simulation & Modelling) #ShareThisIfYouLike
 
Dynamic and Static Modeling
Dynamic and Static ModelingDynamic and Static Modeling
Dynamic and Static Modeling
 
Simulation Techniques
Simulation TechniquesSimulation Techniques
Simulation Techniques
 
Prob review
Prob reviewProb review
Prob review
 
Progress seminar
Progress seminarProgress seminar
Progress seminar
 
Feedback on Part 1 of the CSLP
Feedback on Part 1 of the CSLPFeedback on Part 1 of the CSLP
Feedback on Part 1 of the CSLP
 
Actuarial modeling of general practictioners' drug prescriptions costs
Actuarial modeling of general practictioners' drug prescriptions costsActuarial modeling of general practictioners' drug prescriptions costs
Actuarial modeling of general practictioners' drug prescriptions costs
 
Zhuoxin Li_School Projects
Zhuoxin Li_School ProjectsZhuoxin Li_School Projects
Zhuoxin Li_School Projects
 
Radio propagation
Radio propagationRadio propagation
Radio propagation
 
Anatomy of an econometric modelling (1)
Anatomy of an econometric modelling (1)Anatomy of an econometric modelling (1)
Anatomy of an econometric modelling (1)
 

Similar a Elements Of Stochastic Processes

L2_Dynamics Overview.pdf
L2_Dynamics Overview.pdfL2_Dynamics Overview.pdf
L2_Dynamics Overview.pdfShakirUllah78
 
Compit 2013 - Torsional Vibrations under Ice Impact
Compit 2013 - Torsional Vibrations under Ice ImpactCompit 2013 - Torsional Vibrations under Ice Impact
Compit 2013 - Torsional Vibrations under Ice ImpactSimulationX
 
Basic System Properties.ppt
Basic System Properties.pptBasic System Properties.ppt
Basic System Properties.pptYashhKalal
 
Machiwal, D. y Jha, MK (2012). Modelado estocástico de series de tiempo. En A...
Machiwal, D. y Jha, MK (2012). Modelado estocástico de series de tiempo. En A...Machiwal, D. y Jha, MK (2012). Modelado estocástico de series de tiempo. En A...
Machiwal, D. y Jha, MK (2012). Modelado estocástico de series de tiempo. En A...SandroSnchezZamora
 
LeastSquaresParameterEstimation.ppt
LeastSquaresParameterEstimation.pptLeastSquaresParameterEstimation.ppt
LeastSquaresParameterEstimation.pptStavrovDule2
 
Lecture12me1766steadystateerror 12555290178452-phpapp03
Lecture12me1766steadystateerror 12555290178452-phpapp03Lecture12me1766steadystateerror 12555290178452-phpapp03
Lecture12me1766steadystateerror 12555290178452-phpapp03sargat hawramy
 
IFAC2008art
IFAC2008artIFAC2008art
IFAC2008artYuri Kim
 
Signals&Systems: Quick pointers to Fundamentals
Signals&Systems: Quick pointers to FundamentalsSignals&Systems: Quick pointers to Fundamentals
Signals&Systems: Quick pointers to FundamentalsMinakshi Atre
 
Frequency Response Techniques
Frequency Response TechniquesFrequency Response Techniques
Frequency Response TechniquesAwaisAli161
 
Foundation and Synchronization of the Dynamic Output Dual Systems
Foundation and Synchronization of the Dynamic Output Dual SystemsFoundation and Synchronization of the Dynamic Output Dual Systems
Foundation and Synchronization of the Dynamic Output Dual Systemsijtsrd
 
Earthquake Seismic Sensor Calibration
Earthquake Seismic Sensor CalibrationEarthquake Seismic Sensor Calibration
Earthquake Seismic Sensor CalibrationAli Osman Öncel
 
Design of ternary sequence using msaa
Design of ternary sequence using msaaDesign of ternary sequence using msaa
Design of ternary sequence using msaaEditor Jacotech
 
Efficient Implementation of Self-Organizing Map for Sparse Input Data
Efficient Implementation of Self-Organizing Map for Sparse Input DataEfficient Implementation of Self-Organizing Map for Sparse Input Data
Efficient Implementation of Self-Organizing Map for Sparse Input Dataymelka
 
Advance control theory
Advance control theoryAdvance control theory
Advance control theorySHIMI S L
 
Test Generation for Analog and Mixed-Signal Circuits Using Hybrid System Mode...
Test Generation for Analog and Mixed-Signal Circuits Using Hybrid System Mode...Test Generation for Analog and Mixed-Signal Circuits Using Hybrid System Mode...
Test Generation for Analog and Mixed-Signal Circuits Using Hybrid System Mode...VLSICS Design
 
TEST GENERATION FOR ANALOG AND MIXED-SIGNAL CIRCUITS USING HYBRID SYSTEM MODELS
TEST GENERATION FOR ANALOG AND MIXED-SIGNAL CIRCUITS USING HYBRID SYSTEM MODELSTEST GENERATION FOR ANALOG AND MIXED-SIGNAL CIRCUITS USING HYBRID SYSTEM MODELS
TEST GENERATION FOR ANALOG AND MIXED-SIGNAL CIRCUITS USING HYBRID SYSTEM MODELSVLSICS Design
 

Similar a Elements Of Stochastic Processes (20)

Unit1 pg math model
Unit1 pg math modelUnit1 pg math model
Unit1 pg math model
 
L2_Dynamics Overview.pdf
L2_Dynamics Overview.pdfL2_Dynamics Overview.pdf
L2_Dynamics Overview.pdf
 
Compit 2013 - Torsional Vibrations under Ice Impact
Compit 2013 - Torsional Vibrations under Ice ImpactCompit 2013 - Torsional Vibrations under Ice Impact
Compit 2013 - Torsional Vibrations under Ice Impact
 
Basic System Properties.ppt
Basic System Properties.pptBasic System Properties.ppt
Basic System Properties.ppt
 
Machiwal, D. y Jha, MK (2012). Modelado estocástico de series de tiempo. En A...
Machiwal, D. y Jha, MK (2012). Modelado estocástico de series de tiempo. En A...Machiwal, D. y Jha, MK (2012). Modelado estocástico de series de tiempo. En A...
Machiwal, D. y Jha, MK (2012). Modelado estocástico de series de tiempo. En A...
 
LeastSquaresParameterEstimation.ppt
LeastSquaresParameterEstimation.pptLeastSquaresParameterEstimation.ppt
LeastSquaresParameterEstimation.ppt
 
solver (1)
solver (1)solver (1)
solver (1)
 
Lecture12me1766steadystateerror 12555290178452-phpapp03
Lecture12me1766steadystateerror 12555290178452-phpapp03Lecture12me1766steadystateerror 12555290178452-phpapp03
Lecture12me1766steadystateerror 12555290178452-phpapp03
 
IFAC2008art
IFAC2008artIFAC2008art
IFAC2008art
 
Phd Defense 2007
Phd Defense 2007Phd Defense 2007
Phd Defense 2007
 
Signals&Systems: Quick pointers to Fundamentals
Signals&Systems: Quick pointers to FundamentalsSignals&Systems: Quick pointers to Fundamentals
Signals&Systems: Quick pointers to Fundamentals
 
Frequency Response Techniques
Frequency Response TechniquesFrequency Response Techniques
Frequency Response Techniques
 
Foundation and Synchronization of the Dynamic Output Dual Systems
Foundation and Synchronization of the Dynamic Output Dual SystemsFoundation and Synchronization of the Dynamic Output Dual Systems
Foundation and Synchronization of the Dynamic Output Dual Systems
 
df_lesson_01.ppt
df_lesson_01.pptdf_lesson_01.ppt
df_lesson_01.ppt
 
Earthquake Seismic Sensor Calibration
Earthquake Seismic Sensor CalibrationEarthquake Seismic Sensor Calibration
Earthquake Seismic Sensor Calibration
 
Design of ternary sequence using msaa
Design of ternary sequence using msaaDesign of ternary sequence using msaa
Design of ternary sequence using msaa
 
Efficient Implementation of Self-Organizing Map for Sparse Input Data
Efficient Implementation of Self-Organizing Map for Sparse Input DataEfficient Implementation of Self-Organizing Map for Sparse Input Data
Efficient Implementation of Self-Organizing Map for Sparse Input Data
 
Advance control theory
Advance control theoryAdvance control theory
Advance control theory
 
Test Generation for Analog and Mixed-Signal Circuits Using Hybrid System Mode...
Test Generation for Analog and Mixed-Signal Circuits Using Hybrid System Mode...Test Generation for Analog and Mixed-Signal Circuits Using Hybrid System Mode...
Test Generation for Analog and Mixed-Signal Circuits Using Hybrid System Mode...
 
TEST GENERATION FOR ANALOG AND MIXED-SIGNAL CIRCUITS USING HYBRID SYSTEM MODELS
TEST GENERATION FOR ANALOG AND MIXED-SIGNAL CIRCUITS USING HYBRID SYSTEM MODELSTEST GENERATION FOR ANALOG AND MIXED-SIGNAL CIRCUITS USING HYBRID SYSTEM MODELS
TEST GENERATION FOR ANALOG AND MIXED-SIGNAL CIRCUITS USING HYBRID SYSTEM MODELS
 

Último

Cyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdfCyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdfOverkill Security
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMECloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
 
CNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In PakistanCNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In Pakistandanishmna97
 
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...apidays
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMECloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Victor Rentea
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...apidays
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAndrey Devyatkin
 
Ransomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdfRansomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdfOverkill Security
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoffsammart93
 
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Angeliki Cooney
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherRemote DBA Services
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodJuan lago vázquez
 
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamDEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamUiPathCommunity
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdfSandro Moreira
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native ApplicationsWSO2
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxRustici Software
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesrafiqahmad00786416
 
MS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsMS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsNanddeep Nachan
 

Último (20)

Cyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdfCyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdf
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMECloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
CNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In PakistanCNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In Pakistan
 
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMECloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Ransomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdfRansomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdf
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamDEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptx
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challenges
 
MS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsMS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectors
 

Elements Of Stochastic Processes

  • 1. Stochastic Processes Elements of Stochastic Processes By Mahdi Malaki
  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12.
  • 13.
  • 14.
  • 15.
  • 16.
  • 17.
  • 18.
  • 19.
  • 20.
  • 21.
  • 22.
  • 23.
  • 24.
  • 25.
  • 26.
  • 27.
  • 28.
  • 29.
  • 30.
  • 31.
  • 32.
  • 33.
  • 34.
  • 35.
  • 36.
  • 37.
  • 38.
  • 39.
  • 40.