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Application of optimization methods in wireless communications

COURSE: Application of optimization methods in wireless communications

Code: ФЕИТ10018

ECTS points: 6 ECTS

Number of classes per week: 3+0+0+3

Lecturer: assist. prof. Marko Porjazoski, PhD

Subject of the course content:

Fundamental concepts for radio resource management. Challenges in managing resources in wireless systems. Methods for optimization of resource allocation. Convex optimization, linear and nonlinear programming, dynamic programming, economical models, game theory. Application of optimization methods in radio resource management for 3G and 4G wireless systems.

Literature:

  1. Zhu Han, K.J. Ray Liu, “Resource allocation for wireless networks”, Cambridge University Press, 2008.
  2. B. G. Lee, D. Park, H. Seo, “Wireless communications resource management”, IEEE Press and John Wiley& Sons, 2009.
  3. Selected scientific papers from journals and conferences.