More math for electrical engineering student

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SUMMARY

The discussion centers on the mathematical requirements for pursuing a master's degree in telecommunications and signal processing within electrical engineering. Key areas of focus include the necessity for numerical linear algebra and advanced calculus skills. Participants emphasize the relevance of complex analysis, numerical analysis, partial differential equations (PDEs), and wavelets in electrical engineering applications. The conversation highlights the balance between mastering essential engineering mathematics and exploring more abstract mathematical concepts to enhance problem-solving skills.

PREREQUISITES
  • Strong foundation in calculus and linear algebra
  • Understanding of numerical linear algebra
  • Familiarity with complex analysis
  • Basic knowledge of partial differential equations (PDEs)
NEXT STEPS
  • Study Numerical Linear Algebra techniques
  • Explore Complex Analysis applications in electrical engineering
  • Learn about Partial Differential Equations (PDEs) in signal processing
  • Investigate the use of wavelets in telecommunications
USEFUL FOR

Electrical engineering students, particularly those specializing in telecommunications and signal processing, as well as professionals seeking to deepen their mathematical understanding for practical applications in engineering.

serhannn
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Hi,

I have finished my bachelors in electrical engineering and now I will continue with masters in the same area, specifically in telecommunications/signal processing branch. I would not consider my mathematical background too weak, I have good knowledge of calculus and linear algebra. In the last semester of my bachelors, I took an abstract math class, number theory, and I quite liked it though it felt much harder for me in comparison to other classes like calculus, linear algebra and discrete math.

So, what would be the way to go now? I know that for telecommunications, I would probably need more numerical linear algebra, also maybe it would be a good idea to develop my calculus skills. I have also interest in it more abstract math, as I said, but I think for now, trying to properly learn analysis or abstract algebra would divert me from my actual focus, which is of course electrical engineering, in which pure math has barely any place. On the other hand, the process of learning abstract math would enhance my way of thinking and advance my toolbox in some other way. Do you think I could learn at least some basic pure math stuff in the time remaining from my engineering studies? Could anyone provide some motivation for that? :smile:

Thanks a lot.
 
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Complex analysis can get very abstract but is also applicable to EE. Also, Numerical analysis, PDE's, and wavelets can all be applied to EE. Many of my EE friends took classes like these during their studies.
 
One of the things that lead me from EE to math was that I was unsatisfied with the usual explanations of Euler's equation e^ix = cos x + i sin x. When I read Visual Complex Analysis, it answered this question more than one time, on a deeper level each time. Sometimes, it's nice to not just know what you need to know and get by, but to know the extra stuff that actually makes it interesting.
 
I'm an ME who's always played with electronics as a hobby, so perhaps I don't know what I'm talking about.

I would think telecommunications/signal processing would involve a lot of 2nd order diffs, transfer functions and s-domain stuff. Calculus at this point, should be second nature.
 

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