Title :
Implementation of a Multi-User Detector for satellite return links on a GPU platform
Author :
Blasco, Francisco Lazaro ; Chen Tang
Author_Institution :
Inst. of Commun. & Navig., German Aerosp. Center, Wessling, Germany
Abstract :
Due to the scarcity and high cost of satellite frequency spectrum, it is very important to utilize the available spectrum as efficiently as possible. The efficient usage of the spectrum in the satellite return link is a challenging task, especially if multiple users are present. In previous works Multi-User Detection (MUD) techniques have been widely studied to increase the spectral efficiency of the satellite return link. However, due to the high computational complexity and its sensitivity to synchronization and channel estimation errors, only few implementations of MUD for satellite communications exist. In this paper a novel Graphics Processing Unit (GPU)-based Software Defined Radio (SDR) implementation of a MUD receiver for transparent satellite return link is presented, which uses iterative channel estimation and decoding. The implementation can cope with the presence of strong phase noise. In addition to its high flexibility and low cost, with the GPU acceleration our SDR MUD receiver implementation achieves a decoding throughput of 270 Kbps using a single GPU card.
Keywords :
channel coding; channel estimation; computational complexity; graphics processing units; satellite communication; software radio; GPU acceleration; GPU card; GPU platform; GPU-based software defined radio; MUD receiver; channel estimation errors; computational complexity; decoding throughput; graphics processing unit; iterative channel decoding; iterative channel estimation; multiuser detection techniques; multiuser detector; satellite communications; satellite frequency spectrum; satellite return link; satellite return links; synchronization; transparent satellite return link; Channel estimation; Graphics processing units; Multiuser detection; Phase noise; Receivers; Satellite broadcasting; Satellites; GPU; muti-user detection; satellite return link; software defined radio; successive interference cancellation;
Conference_Titel :
Advanced Satellite Multimedia Systems Conference and the 13th Signal Processing for Space Communications Workshop (ASMS/SPSC), 2014 7th
Conference_Location :
Livorno
DOI :
10.1109/ASMS-SPSC.2014.6934525