cyberquantic logo header
EN-language img
FR-language img
breadcrumbs icon
Telecom

Predictive Analytics

Active antenna array satellite

Active antenna array satellite

For:
Operators of satellite communication systems Users of satellite communication systems Regulation authorities Space agencies
Goal:
Other
Problem addressed
Optimise service quality and bandwidth allocation for users of a satellite system.
Scope of use case
Determine optimal spot beam patterns for communication satellites in order to
react to changing geographic distribution and bandwidth requirements of
terminals.
Description
The problem tackled in this use case is to find the optimum
setup of the spot beams with respect to non-uniform
distributed users on the service area.
For training purposes, the ML algorithm would be fed with
different, e.g. randomly generated, terminal distributions,
and a set of spot beam parameters. The performance of the
solution is assessed by analyses of the possible network-
wide throughput. This takes into account:
the contours losses of the terminals at their position;
the interference from spot beams transmitting on the
same frequency band (4-coloring scheme assumed);
the HTS multi-spot beam antenna pattern.
understand frame img
Machine Learning
Interested in the same or similar project?
Submit a request and get a free project evaluation.