Publisher DOI: 10.1109/ISIT.2016.7541827
Title: Information Bottleneck Graphs for receiver design
Language: English
Authors: Lewandowsky, Jan 
Stark, Maximilian  
Bauch, Gerhard 
Issue Date: 10-Aug-2016
Source: IEEE International Symposium on Information Theory - Proceedings (2016): 7541827 (2016-08-10)
Abstract (english): A generic design method for low complexity receivers is presented. The method pairs factor graphs and the Information Bottleneck method in one framework. Consequently, the method is called Information Bottleneck Graphs. The main idea of Information Bottleneck Graphs is optimizing the flow of relevant information through the signal processors. In contrast to most topical receivers with high precision signal processing units, Information Bottleneck Graphs yield receivers purely working on unsigned integers. All signal processing degenerates to lookup operations in tables of integers. Information Bottleneck Graphs are exemplarily applied to develop a complete coherent receiver including analog-to-digital conversion, channel estimation and decoding of Low Density Parity Check codes that only works on unsigned integers. This receiver uses recently introduced discrete decoders for Low Density Parity Check codes.
Conference: IEEE International Symposium on Information Theory (2016) 
ISBN: 978-150901806-2
ISSN: 2157-8095
Institute: Nachrichtentechnik E-8 
Type: InProceedings (Aufsatz / Paper einer Konferenz etc.)
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