SlideShare a Scribd company logo

Discrete-Time Signal Processing

•
•
L
lancer350

Digital Signal Processing_ Introduction

TechnologyEducation
1 of 28
2102576 Digital Signal Processing Dr.Somchai Jitapunkul Digital Signal Processing Research Laboratory Department of Electrical Engineering Chulalongkorn University
Course Outlines ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Bibliography ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Examination and Grading ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
10 Outstanding Achievements Between 1964 and 1989 Selected by National Academy of Engineering, Washington D.C. ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Grand Challenges in Science and Engineering need high-performance computing Office of Science and Technology Policy, Washington D.C. ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
DSP Applications ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Reasons of Using DSP ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
DSP in ASIC (Application Specific Integrated Circuit) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Discrete-Time Signals and Systems ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Discrete-time Signals and Systems ,[object Object],[object Object],[object Object],[object Object]
Discrete-Time Signals : Sequences ,[object Object],[object Object],[object Object],[object Object]
Signal Processing Operation ,[object Object],[object Object],[object Object],[object Object]
Time-Domain Signal Operation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Filtering ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Mathematical Tools ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Definitions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Modulation/Coding Methods ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Multiplexing ,[object Object],[object Object],[object Object],[object Object],[object Object]
Examples of Signals ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Typical Sampling Rates and System Latencies for Selected Applications < 50 ms* 1~14 MHz Video < 50 ms* 44.1 kHz Audio < 50 ms 8 kHz Voice System dependent* > 0.1 kHz Control System dependent* 1 Hz Instrumentation Latency (Delay) I/O Sampling Rate Application ,[object Object],[object Object]
Examples of Applications ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Cellular Phone Wireless Communication DSP System Nasser Kehtarnavaz, and Mansour Keramat, DSP System Design: Using the TMS320C6000 , Prentice Hall, 2001.
ADSL Wired Communication DSP System Nasser Kehtarnavaz, and Mansour Keramat, DSP System Design: Using the TMS320C6000 , Prentice Hall, 2001.
PCM Voiceband DSP System Nasser Kehtarnavaz, and Mansour Keramat, DSP System Design: Using the TMS320C6000 , Prentice Hall, 2001.
Gigabit Ethernet DSP System Nasser Kehtarnavaz, and Mansour Keramat, DSP System Design: Using the TMS320C6000 , Prentice Hall, 2001.
Hard Disk Drive DSP System Nasser Kehtarnavaz, and Mansour Keramat, DSP System Design: Using the TMS320C6000 , Prentice Hall, 2001.
Motor Control DSP System Nasser Kehtarnavaz, and Mansour Keramat, DSP System Design: Using the TMS320C6000 , Prentice Hall, 2001.

Recommended

Sampling theorem
Sampling theoremSampling theorem
Sampling theoremShanu Bhuvana
 
Analog communication
Analog communicationAnalog communication
Analog communicationPreston King
 
Sampling Theorem
Sampling TheoremSampling Theorem
Sampling TheoremDr Naim R Kidwai
 
DPCM
DPCMDPCM
DPCMsuryateja swamy
 
Basics of Digital Filters
Basics of Digital FiltersBasics of Digital Filters
Basics of Digital Filtersop205
 
Sampling
SamplingSampling
SamplingMuhammad Uzair Rasheed
 
Source coding
Source coding Source coding
Source coding Shankar Gangaju
 
Introduction to dsp
Introduction to dspIntroduction to dsp
Introduction to dspLiaquat University of Medical and Health Sciences
 

Recommended

Sampling theorem
Sampling theoremSampling theorem
Sampling theoremShanu Bhuvana
 
Analog communication
Analog communicationAnalog communication
Analog communicationPreston King
 
Sampling Theorem
Sampling TheoremSampling Theorem
Sampling TheoremDr Naim R Kidwai
 
DPCM
DPCMDPCM
DPCMsuryateja swamy
 
Basics of Digital Filters
Basics of Digital FiltersBasics of Digital Filters
Basics of Digital Filtersop205
 
Sampling
SamplingSampling
SamplingMuhammad Uzair Rasheed
 
Source coding
Source coding Source coding
Source coding Shankar Gangaju
 
Introduction to dsp
Introduction to dspIntroduction to dsp
Introduction to dspLiaquat University of Medical and Health Sciences
 
presentation on digital signal processing
presentation on digital signal processingpresentation on digital signal processing
presentation on digital signal processingsandhya jois
 
Adaptive equalization
Adaptive equalizationAdaptive equalization
Adaptive equalizationOladapo Abiodun
 
Design of Filters PPT
Design of Filters PPTDesign of Filters PPT
Design of Filters PPTImtiyaz Rashed
 
Optimum Receiver corrupted by AWGN Channel
Optimum Receiver corrupted by AWGN ChannelOptimum Receiver corrupted by AWGN Channel
Optimum Receiver corrupted by AWGN ChannelAWANISHKUMAR84
 
Digital modulation techniques
Digital modulation techniquesDigital modulation techniques
Digital modulation techniquesmpsrekha83
 
Information Theory - Introduction
Information Theory - IntroductionInformation Theory - Introduction
Information Theory - IntroductionBurdwan University
 
Signal & systems
Signal & systemsSignal & systems
Signal & systemsAJAL A J
 
Dif fft
Dif fftDif fft
Dif fftSaleem Almaqashi
 
Discrete fourier transform
Discrete fourier transformDiscrete fourier transform
Discrete fourier transformMOHAMMAD AKRAM
 
1.introduction to signals
1.introduction to signals1.introduction to signals
1.introduction to signalsINDIAN NAVY
 
Introduction to signals and systems
Introduction to signals and systemsIntroduction to signals and systems
Introduction to signals and systemssudarmani rajagopal
 
Angle modulation
Angle modulationAngle modulation
Angle modulationUmang Gupta
 
MINIMUM SHIFT KEYING(MSK)
MINIMUM SHIFT KEYING(MSK)MINIMUM SHIFT KEYING(MSK)
MINIMUM SHIFT KEYING(MSK)NARENDRA KUMAR REDDY
 
Multirate DSP
Multirate DSPMultirate DSP
Multirate DSP@zenafaris91
 
Overview of sampling
Overview of samplingOverview of sampling
Overview of samplingSagar Kumar
 
Basics of digital filters
Basics of digital filtersBasics of digital filters
Basics of digital filtersSmile Hossain
 
Ppt of analog communication
Ppt of analog communicationPpt of analog communication
Ppt of analog communicationArun Kumar
 
Digital communication
Digital communicationDigital communication
Digital communicationmeashi
 
Differential pulse code modulation
Differential pulse code modulationDifferential pulse code modulation
Differential pulse code modulationRamraj Bhadu
 
Noise
NoiseNoise
Noisebhavyaw
 
RF module
RF moduleRF module
RF moduleMohsen Sarakbi
 
digital communication.pdf
digital communication.pdfdigital communication.pdf
digital communication.pdfSivaSankar306103
 

More Related Content

What's hot

presentation on digital signal processing
presentation on digital signal processingpresentation on digital signal processing
presentation on digital signal processingsandhya jois
 
Optimum Receiver corrupted by AWGN Channel
Optimum Receiver corrupted by AWGN ChannelOptimum Receiver corrupted by AWGN Channel
Optimum Receiver corrupted by AWGN ChannelAWANISHKUMAR84
 
Digital modulation techniques
Digital modulation techniquesDigital modulation techniques
Digital modulation techniquesmpsrekha83
 
Information Theory - Introduction
Information Theory - IntroductionInformation Theory - Introduction
Information Theory - IntroductionBurdwan University
 
Signal & systems
Signal & systemsSignal & systems
Signal & systemsAJAL A J
 
Discrete fourier transform
Discrete fourier transformDiscrete fourier transform
Discrete fourier transformMOHAMMAD AKRAM
 
1.introduction to signals
1.introduction to signals1.introduction to signals
1.introduction to signalsINDIAN NAVY
 
Introduction to signals and systems
Introduction to signals and systemsIntroduction to signals and systems
Introduction to signals and systemssudarmani rajagopal
 
Angle modulation
Angle modulationAngle modulation
Angle modulationUmang Gupta
 
Overview of sampling
Overview of samplingOverview of sampling
Overview of samplingSagar Kumar
 
Basics of digital filters
Basics of digital filtersBasics of digital filters
Basics of digital filtersSmile Hossain
 
Ppt of analog communication
Ppt of analog communicationPpt of analog communication
Ppt of analog communicationArun Kumar
 
Digital communication
Digital communicationDigital communication
Digital communicationmeashi
 
Differential pulse code modulation
Differential pulse code modulationDifferential pulse code modulation
Differential pulse code modulationRamraj Bhadu
 

What's hot (20)

presentation on digital signal processing
presentation on digital signal processingpresentation on digital signal processing
presentation on digital signal processing
 
Adaptive equalization
Adaptive equalizationAdaptive equalization
Adaptive equalization
 
Design of Filters PPT
Design of Filters PPTDesign of Filters PPT
Design of Filters PPT
 
Optimum Receiver corrupted by AWGN Channel
Optimum Receiver corrupted by AWGN ChannelOptimum Receiver corrupted by AWGN Channel
Optimum Receiver corrupted by AWGN Channel
 
Digital modulation techniques
Digital modulation techniquesDigital modulation techniques
Digital modulation techniques
 
Information Theory - Introduction
Information Theory - IntroductionInformation Theory - Introduction
Information Theory - Introduction
 
Signal & systems
Signal & systemsSignal & systems
Signal & systems
 
Dif fft
Dif fftDif fft
Dif fft
 
Discrete fourier transform
Discrete fourier transformDiscrete fourier transform
Discrete fourier transform
 
1.introduction to signals
1.introduction to signals1.introduction to signals
1.introduction to signals
 
Introduction to signals and systems
Introduction to signals and systemsIntroduction to signals and systems
Introduction to signals and systems
 
Angle modulation
Angle modulationAngle modulation
Angle modulation
 
MINIMUM SHIFT KEYING(MSK)
MINIMUM SHIFT KEYING(MSK)MINIMUM SHIFT KEYING(MSK)
MINIMUM SHIFT KEYING(MSK)
 
Multirate DSP
Multirate DSPMultirate DSP
Multirate DSP
 
Overview of sampling
Overview of samplingOverview of sampling
Overview of sampling
 
Basics of digital filters
Basics of digital filtersBasics of digital filters
Basics of digital filters
 
Ppt of analog communication
Ppt of analog communicationPpt of analog communication
Ppt of analog communication
 
Digital communication
Digital communicationDigital communication
Digital communication
 
Differential pulse code modulation
Differential pulse code modulationDifferential pulse code modulation
Differential pulse code modulation
 
Noise
NoiseNoise
Noise
 

Similar to Discrete-Time Signal Processing

Communication Engineering-Unit 2
Communication Engineering-Unit 2Communication Engineering-Unit 2
Communication Engineering-Unit 2RemyaRoseS
 
An Adaptive Approach to Switching Coded Modulation in OFDM System Under AWGN ...
An Adaptive Approach to Switching Coded Modulation in OFDM System Under AWGN ...An Adaptive Approach to Switching Coded Modulation in OFDM System Under AWGN ...
An Adaptive Approach to Switching Coded Modulation in OFDM System Under AWGN ...ijsrd.com
 
Communication System (3).ppt
Communication System (3).pptCommunication System (3).ppt
Communication System (3).pptPrathamesh508521
 
Implementation of Wide Band Frequency Synthesizer Base on DFS (Digital Frequ...
Implementation of Wide Band Frequency Synthesizer Base on DFS (Digital Frequ...Implementation of Wide Band Frequency Synthesizer Base on DFS (Digital Frequ...
Implementation of Wide Band Frequency Synthesizer Base on DFS (Digital Frequ...IJMER
 
BEC604 -COMMUNICATION ENG II.pdf
BEC604 -COMMUNICATION ENG II.pdfBEC604 -COMMUNICATION ENG II.pdf
BEC604 -COMMUNICATION ENG II.pdfSunil Manjani
 
Lecture Notes: EEEC6440315 Communication Systems - Spectral Efficiency
Lecture Notes: EEEC6440315 Communication Systems - Spectral EfficiencyLecture Notes: EEEC6440315 Communication Systems - Spectral Efficiency
Lecture Notes: EEEC6440315 Communication Systems - Spectral EfficiencyAIMST University
 
To Study The Phase Noise Effect In OFDM Based Communication System
To Study The Phase Noise Effect In OFDM Based Communication SystemTo Study The Phase Noise Effect In OFDM Based Communication System
To Study The Phase Noise Effect In OFDM Based Communication SystemRajeev Kumar
 
25143515-Wireless-Communication.ppt
25143515-Wireless-Communication.ppt25143515-Wireless-Communication.ppt
25143515-Wireless-Communication.ppt10ADWAITHSECE
 
Performance Analysis of Post Compensated Long Haul High Speed Coherent Optica...
Performance Analysis of Post Compensated Long Haul High Speed Coherent Optica...Performance Analysis of Post Compensated Long Haul High Speed Coherent Optica...
Performance Analysis of Post Compensated Long Haul High Speed Coherent Optica...IJECEIAES
 
Performance Analysis of Post Compensated Long Haul High Speed Coherent Optica...
Performance Analysis of Post Compensated Long Haul High Speed Coherent Optica...Performance Analysis of Post Compensated Long Haul High Speed Coherent Optica...
Performance Analysis of Post Compensated Long Haul High Speed Coherent Optica...Yayah Zakaria
 
3. digital transmission fundamentals
3. digital transmission fundamentals3. digital transmission fundamentals
3. digital transmission fundamentalsRovin Valencia
 
Orthogonal Frequency Division Multiplexing (OFDM)
Orthogonal Frequency Division Multiplexing (OFDM)Orthogonal Frequency Division Multiplexing (OFDM)
Orthogonal Frequency Division Multiplexing (OFDM)Gagan Randhawa
 
Multiband Transceivers - [Chapter 3] Basic Concept of Comm. Systems
Multiband Transceivers - [Chapter 3] Basic Concept of Comm. SystemsMultiband Transceivers - [Chapter 3] Basic Concept of Comm. Systems
Multiband Transceivers - [Chapter 3] Basic Concept of Comm. SystemsSimen Li
 

Similar to Discrete-Time Signal Processing (20)

RF module
RF moduleRF module
RF module
 
digital communication.pdf
digital communication.pdfdigital communication.pdf
digital communication.pdf
 
Communication Engineering-Unit 2
Communication Engineering-Unit 2Communication Engineering-Unit 2
Communication Engineering-Unit 2
 
An Adaptive Approach to Switching Coded Modulation in OFDM System Under AWGN ...
An Adaptive Approach to Switching Coded Modulation in OFDM System Under AWGN ...An Adaptive Approach to Switching Coded Modulation in OFDM System Under AWGN ...
An Adaptive Approach to Switching Coded Modulation in OFDM System Under AWGN ...
 
Communication System (3).ppt
Communication System (3).pptCommunication System (3).ppt
Communication System (3).ppt
 
Implementation of Wide Band Frequency Synthesizer Base on DFS (Digital Frequ...
Implementation of Wide Band Frequency Synthesizer Base on DFS (Digital Frequ...Implementation of Wide Band Frequency Synthesizer Base on DFS (Digital Frequ...
Implementation of Wide Band Frequency Synthesizer Base on DFS (Digital Frequ...
 
BEC604 -COMMUNICATION ENG II.pdf
BEC604 -COMMUNICATION ENG II.pdfBEC604 -COMMUNICATION ENG II.pdf
BEC604 -COMMUNICATION ENG II.pdf
 
05 signal encodingtechniques
05 signal encodingtechniques05 signal encodingtechniques
05 signal encodingtechniques
 
Lecture Notes: EEEC6440315 Communication Systems - Spectral Efficiency
Lecture Notes: EEEC6440315 Communication Systems - Spectral EfficiencyLecture Notes: EEEC6440315 Communication Systems - Spectral Efficiency
Lecture Notes: EEEC6440315 Communication Systems - Spectral Efficiency
 
To Study The Phase Noise Effect In OFDM Based Communication System
To Study The Phase Noise Effect In OFDM Based Communication SystemTo Study The Phase Noise Effect In OFDM Based Communication System
To Study The Phase Noise Effect In OFDM Based Communication System
 
25143515-Wireless-Communication.ppt
25143515-Wireless-Communication.ppt25143515-Wireless-Communication.ppt
25143515-Wireless-Communication.ppt
 
Performance Analysis of Post Compensated Long Haul High Speed Coherent Optica...
Performance Analysis of Post Compensated Long Haul High Speed Coherent Optica...Performance Analysis of Post Compensated Long Haul High Speed Coherent Optica...
Performance Analysis of Post Compensated Long Haul High Speed Coherent Optica...
 
Performance Analysis of Post Compensated Long Haul High Speed Coherent Optica...
Performance Analysis of Post Compensated Long Haul High Speed Coherent Optica...Performance Analysis of Post Compensated Long Haul High Speed Coherent Optica...
Performance Analysis of Post Compensated Long Haul High Speed Coherent Optica...
 
Aa04606162167
Aa04606162167Aa04606162167
Aa04606162167
 
3. digital transmission fundamentals
3. digital transmission fundamentals3. digital transmission fundamentals
3. digital transmission fundamentals
 
Orthogonal Frequency Division Multiplexing (OFDM)
Orthogonal Frequency Division Multiplexing (OFDM)Orthogonal Frequency Division Multiplexing (OFDM)
Orthogonal Frequency Division Multiplexing (OFDM)
 
LTE Air Interface
LTE Air InterfaceLTE Air Interface
LTE Air Interface
 
Chapter#11
Chapter#11Chapter#11
Chapter#11
 
Unit i-pcm-vsh
Unit i-pcm-vshUnit i-pcm-vsh
Unit i-pcm-vsh
 
Multiband Transceivers - [Chapter 3] Basic Concept of Comm. Systems
Multiband Transceivers - [Chapter 3] Basic Concept of Comm. SystemsMultiband Transceivers - [Chapter 3] Basic Concept of Comm. Systems
Multiband Transceivers - [Chapter 3] Basic Concept of Comm. Systems
 

Recently uploaded

Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...shyamraj55
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek SchlawackFwdays
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyAlfredo García Lavilla
 
My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024The Digital Insurer
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsMark Billinghurst
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxhariprasad279825
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Wonjun Hwang
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 

Recently uploaded (20)

Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easy
 
My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR Systems
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptx
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 

Discrete-Time Signal Processing

  • 1. 2102576 Digital Signal Processing Dr.Somchai Jitapunkul Digital Signal Processing Research Laboratory Department of Electrical Engineering Chulalongkorn University
  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12.
  • 13.
  • 14.
  • 15.
  • 16.
  • 17.
  • 18.
  • 19.
  • 20.
  • 21.
  • 22.
  • 23. Cellular Phone Wireless Communication DSP System Nasser Kehtarnavaz, and Mansour Keramat, DSP System Design: Using the TMS320C6000 , Prentice Hall, 2001.
  • 24. ADSL Wired Communication DSP System Nasser Kehtarnavaz, and Mansour Keramat, DSP System Design: Using the TMS320C6000 , Prentice Hall, 2001.
  • 25. PCM Voiceband DSP System Nasser Kehtarnavaz, and Mansour Keramat, DSP System Design: Using the TMS320C6000 , Prentice Hall, 2001.
  • 26. Gigabit Ethernet DSP System Nasser Kehtarnavaz, and Mansour Keramat, DSP System Design: Using the TMS320C6000 , Prentice Hall, 2001.
  • 27. Hard Disk Drive DSP System Nasser Kehtarnavaz, and Mansour Keramat, DSP System Design: Using the TMS320C6000 , Prentice Hall, 2001.
  • 28. Motor Control DSP System Nasser Kehtarnavaz, and Mansour Keramat, DSP System Design: Using the TMS320C6000 , Prentice Hall, 2001.