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Two-Dimensional Signal Processing: Continuous Space

July 10, 2019 by

The concepts of systems and Fourier transforms are easily applied to signals with more than one independent variable, or dimension.  Images and movies are common multidimensional signals. This lesson shows you how to extend your knowledge of one dimensional continuous-time signals to two dimensional continuous-space signals. You will learn the form for two-dimensional convolution and the two-dimensional Fourier […]

Analog to Digital Conversion: Quantization and Coding

July 10, 2019 by

This lesson introduces you to the steps that are involved in converting a signal from analog, or continuous time and continuous amplitude, format to a format that can be manipulated with a digital computer. Digital computers represent numbers using a finite number of bits. This implies that only a finite number of signal levels are […]

Analysis of Quantization Error

July 5, 2019 by

Quantization introduces error between the original signal and the quantized version. This error is viewed as a noise that contaminates the signal. In this lesson you will learn how quantization noise is usually modeled. You will also learn how the signal-to-quantization-noise ratio depends on the number of bits used to represent the signal.

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  • Introduction to Signal Estimation and Detection Theory

  • MMSE Filtering and Least-Squares Problems

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