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Selected topics in wireless network optimization

Gerneral Information
Location: HFT TA 131
Time: Wednesday 12-14
Duration: 18.10.2017-14.02.2018
Lecturer: Prof. Stanczak, Dr. Bjelakovic, Dr. Cavalcante
 
 
In this term we will focus on non-asymptotic theory of random matrices in communications and signal processing. The topics will include:
  • Examples for appearance of random matrices in communications and signal processing
  • Review of vector spaces and norms for vectors and matrices
  • Concepts from Probability Theory: Sub-gaussian and sub-exponential random variables and vectors
  • Bounds on largest and smallest singular values of random matrices
  • Applications in compressive sensing and statistical estimation
 

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