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1 Day Course
This course provides an introduction to Digital Signal Processing. Both engineers and experienced technicians will receive an overview of the basic concepts of Digital Signal Processing. The course is presented with minimal mathematics and emphasis on intuitive understanding and real world implementations. Basic concepts such as DFT, FFT, IIR, FIR, Matched Filters and Filter Parameters will be covered.
Introduction
What is DSP?
Why use DSP?
Digitizing analog signals
ADC resolution and noise
Sampling theory
DACs
Fundamentals
Discrete time signals
Linear systems
Impulse Response
Convolution
Correlation
Complex numbers
Review Laplace and Z transforms
Number Representation
Representation of numbers
in computers
Fixed Point
Floating point
Multi-precision math
Fixed point vs. Floating point
Hardware of DSP vs. microprocessors
Programming examples
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Fourier Analysis
Why use
Fourier Series & Transforms, DFT, FFT, IDFT
Frequency resolution
Windows
Digital Filters
Time domain and Frequency Domain parameters
FIR filters
FIR implementations
IIR filters
Analog to Digital IIR filters transformations
Advantages/Disadvantages of FIR and
IIR filters
Conclusion
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