Engineering & Data Science

Random Signals

Random Signals

Information is everywhere. In many disciplines, it often takes the form of a signal—a collection of data attached to an underlying object, like space or time—corrupted with random noise. In these notebooks, we explore the theories of randomness and signals, and synthesize the two into an understanding of random signals.

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  • 1.1. Measure theory
  • 1.2. Probability
  • 1.3. Random variables
  • 1.4. Information theory
  • 2.1. Elements of complex analysis & linear algebra
  • 2.2. Signals & systems
  • 2.3. Laplace & Fourier theory