Title
Spectral Clustering for Beam-Free Satellite Communications.
Abstract
This paper introduces the notion of beam-free satellite systems and it investigates different scheduling algorithms for this architecture. Attending to the current satellite gateway cloudification, this paper assumes that users from different beams can be scheduled over the same frame. Indeed, considering full frequency reuse among beams and on ground precoding, we show that whenever the scheduler is able to freely group users independently of their beam location, large attainable rates are obtained. In addition, we also consider that the gateway is able to select a number of simultaneous transmissions which leads to a substantial sum-rate increase. A scheduling scheme based on spectral clustering is proposed and it shows a higher performance compared to other state-of-the-art alternatives. In addition, our method is able to deal with different user terminal traffic classes. Based on the numerical results obtained considering a close-to-real multibeam satellite pattern, we point out that the current per-beam scheduling process is an inefficient network management for multibeam satellite systems using precoding.
Year
DOI
Venue
2018
10.1109/GlobalSIP.2018.8646351
IEEE Global Conference on Signal and Information Processing
Keywords
Field
DocType
Multibeam satellite systems,precoding,spectral clustering,user scheduling
Spectral clustering,Satellite,Scheduling (computing),Computer science,Real-time computing,Default gateway,Beam (structure),Communications satellite,Network management,Precoding
Conference
ISSN
Citations 
PageRank 
2376-4066
1
0.35
References 
Authors
0
2
Name
Order
Citations
PageRank
Miguel Ángel Vázquez15710.21
Ana I. Pérez-Neira240152.50