Mathematical treatment of signals and systems

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SUMMARY

The discussion focuses on the search for books that provide a mathematical treatment of signals and systems, particularly for second and third-year Electrical Engineering (EE) students. Key topics include system characteristics such as causality, memory, stability, LTI systems, linearization, feedback, state-space models, and various transforms (Laplace, Fourier, Z-transform). Recommended books include "Signal Analysis" by Allen and Mills, "Modern Signals and Systems" by Kwakernaak and Sivan, and "Signal Theory" by Franks, with the latter two noted for their relevance but lacking availability for preview or library access.

PREREQUISITES
  • Understanding of Linear Time-Invariant (LTI) systems
  • Familiarity with Laplace and Fourier transforms
  • Knowledge of state-space models
  • Basic concepts of linear algebra and functional analysis
NEXT STEPS
  • Research "Modern Signals and Systems" by Kwakernaak and Sivan for its mathematical approach
  • Explore "Signal Analysis" by Allen and Mills for insights into signals in vector spaces
  • Investigate additional resources on state-space models and their applications
  • Look into online courses or lectures covering advanced signal processing techniques
USEFUL FOR

Electrical Engineering students, educators in signal processing, and researchers seeking a mathematical foundation in signals and systems.

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Hi there,

I am looking for books that treat signals and systems from a mathematical perspective. When I say "signals and systems", I am referring to the typical second/third year material taught in EE programs: system characteristics (causality, memory, stability), LTI systems, linearization, feedback, state-space models, continuous- and discrete-time signals, Laplace and Fourier transforms, Z- and discrete-time Fourier transforms, spectral densities, sampling and so on. The books I am in search of should ideally treat the aforementioned subjects from a linear algebra/functional analysis point-of-view.

Browsing through Amazon, book reviews and countless course webpages has turned up the following:

  • Signal Analysis (Allen and Mills) - looks at signals in vector spaces and even discusses some wavelets, but doesn't cover systems/basic controls
  • Modern Signals and Systems (Kwakernaak and Sivan) - reviews tell me that this is what I need, but I haven't been able to get hold of a preview or a library copy
  • Signal Theory (Franks) - once again, only looks at signals, and I can't come across a preview/copy

Does anyone have any other suggestions? Any comments on the books I listed above are also appreciated.

Thanks!
 
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