Title :
On the throughput of the return-link multi-beam satellite systems using genetic algorithm-based schedulers
Author :
Makki, Behrooz ; Svensson, Tommy ; Cocco, Giuseppe ; de Cola, Tomaso ; Erl, Stefan
Author_Institution :
Chalmers University of Technology, Gothenburg, Sweden
Abstract :
This paper studies the sum throughput maximization of the return-link in multi-beam satellite systems. Considering bursty communication scenarios with different users´ data request probabilities, we develop an efficient scheduling scheme using genetic algorithms (GAs). Moreover, we consider co-channel interference (CCI) and adjacent channel interference (ACI). We consider a receiver with and without interference cancelation. Using a simplified channel model, we evaluate the proposed scheduler in a multi-beam system. The proposed GA-based scheduler approaches the throughput of an optimal scheduler based on exhaustive search with substantially less implementation complexity.
Keywords :
Algorithm design and analysis; Interference cancellation; Satellite broadcasting; Satellites; Throughput; Time-frequency analysis;
Conference_Titel :
Communications (ICC), 2015 IEEE International Conference on
Conference_Location :
London, United Kingdom
DOI :
10.1109/ICC.2015.7248426