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Digital Signal Processing (DSP) Training

person icon Uplatz

4.1

Digital Signal Processing (DSP) Training

Learn DSP concepts- Sampling, Filtering, Interpolation, Fourier Theory, Digital Formats, Image, Audio, Video Compression

updated on icon Updated on May, 2024

language icon Language - English

person icon Uplatz

English [CC]

category icon IT & Software,IT certificates DSP

Lectures -13

Duration -6.5 hours

4.1

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Course Description

A warm welcome to the Digital Signal Processing (DSP) course by Uplatz.

Digital Signal Processing (DSP) includes evolving protocols and algorithms that can be used to improve a signal in a particular way or extract some useful information from it. Digital Signal Processing is an important branch of Electronics and Telecommunication engineering that deals with the managing of consistency and accuracy of the digital communication by employing multiple techniques. Digital circuits do not suffer from the much limitations. While variations in the section values can slightly change the delay of a CMOS inverter gate, the complete functionality of the gate will be retained. Unlike analog circuits, digital circuits are less vulnerable to component variations. Digital circuits are also more flexible and suited for implementing mathematical functions.

DSP systems executed in either hardware or software programmable DSP processors are categorized by common characteristics. First, data flow/real-time computing corresponds to its analog counterpart in that an output signal is a convolution of an input signal and the impulse response of a given analog linear time-invariant (LTI) system. The convolution is assumed to take infinitesimal time to compute. Because of these DSP common characteristics, many DSP algorithms can be suitably conveyed into the form of nested Do-loops perhaps with an infinite loop bound.

Uplatz offers this end-to-end course on DSP. This Digital Signal Processing course introduces the basic concepts and principles underlying discrete-time signal processing. Concepts will be shown using cases of standard technologies and algorithms. This DSP course also explains the digital signal processing (DSP) system general model and the various functions that it performs. It accepts an analog signal as an input and converts this analog signal to numbers. It also performs computations using the numbers and converts the results of the computations into an analog signal. This DSP course covers extensive explanation of Digital Signal Processing concepts, design for testability, demonstration of a practical DSP application, manipulation of sound using DSP, sampling & filtering, filter realization & implementation, interpolation, decimation, and the like. This DSP training will help you learn modern techniques of image, audio & video compression and will make you aware of the different digital formats.

Digital Signal Processing (DSP) - Course Curriculum

  • Introduction to DSP

  • Need for Design for Testability

  • Simple Application of DSP

  • Manipulation of Sound using DSP

  • Sampling & Filtering

  • Filter Realization

  • Filter Implementation

  • Interpolation and Decimation

  • Fourier Theory

  • Digital Formats

  • Audio Compression

  • Image and Video Compression

Who this course is for:

  • DSP - Data Engineers
  • DSP/PHY Architects - TDMA, CDMA, OFDMA, 3GPP
  • Beginners & Newbies aspiring for a career in Communications technology
  • DSP - Product Managers
  • Communications DSP Engineers
  • Electronics & Embedded Engineers
  • Audio & Video Processing Engineers
  • DSP Engineers & Senior Engineers
  • DSP- R&D Team Leads
  • Anyone interested in Signal Processing and Digital
  • Senior Engineers - DSP Software
  • Technical Lead - DSP Software Development
  • RF Design Head Mixed Signal DSP
  • Chief System Engineers - DSP FPGA Design
  • DSP System Design Engineers
  • Embedded Engineers - Software, Hardware, Firmware
  • DSP Firmware Developers (Audio & Video)
  • 5G NR DSP FW - Principal Engineers
  • Engineers - Emulation
  • DSP Architects - Physical Layer WCDMA LTE

Goals

What will you learn in this course:

  • Learn Digital Signal Processing (DSP) concepts in detail

  • Understand Sampling, Filtering, Interpolation, Decimation processes

  • Learn the latest compression techniques for Images, Audio, Video

  • Gain command over Fourier Theory and its application

  • Understand the technology behind Manipulation of Sound using DSP

  • Develop a simple Application using DSP

  • Explain Digital Design for Testability purposes

Prerequisites

What are the prerequisites for this course?

  • Enthusiasm and determination to make your mark on the world!


Digital Signal Processing (DSP) Training

Curriculum

Check out the detailed breakdown of what’s inside the course

Introduction to DSP
2 Lectures
  • play icon Introduction to DSP - part 1 38:33 38:33
  • play icon Introduction to DSP - part 2 52:14 52:14
Need for Design for Testability
1 Lectures
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Simple Application of DSP
1 Lectures
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Manipulation of Sound using DSP
1 Lectures
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Sampling & Filtering
2 Lectures
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Filter Realization
1 Lectures
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Filter Implementation
1 Lectures
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Interpolation & Decimation
1 Lectures
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Fourier Theory
1 Lectures
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Digital Formats & Audio Compression
1 Lectures
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Image and Video Compression
1 Lectures
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Instructor Details

Uplatz

Uplatz

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