Application of Optimization Methods in Wireless Communications
Course: Application of Optimization Methods in Wireless Communications
Code: 3ФЕИТ10025
ECTS points: 6 ECTS
Number of classes per week: 3+0+0+3
Lecturer: Assoc. Prof. Dr. Marko Porjazoski
Course Goals (acquired competencies): Introduction to challenges and application of methods for optimal allocation of resources in modern wireless and mobile communication systems.
Course Syllabus: 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 in wireless and mobile communication systems.
Literature:
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Required Literature |
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No. |
Author |
Title |
Publisher |
Year |
|
1 |
Ekram Hossain, Mehdi Rasti, Long Bao Le |
Radio Resource Management in Wireless Networks: An Engineering Approach |
Cambridge |
2017 |
|
2 |
Amila Tharaperiya Gamage, Xuemin Shen |
Resource Management for Heterogeneous Wireless Networks |
Springer |
2017 |
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Additional Literature |
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No. |
Author |
Title |
Publisher |
Year |
|
1 |
/ |
Selected scientific papers from journals and conference proceedings |
/ |
|
|
2 |
Zhu Han, K.J. Ray Liu |
Resource allocation for wireless networks |
Cambridge University Press |
2008 |
|
3 |
B. G. Lee, D. Park, H. Seo |
Wireless communications resource management |
IEEE Press and John Wiley& Sons |
2009 |
