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  4. Turbo Equalization with Coarse Quantization using the Information Bottleneck Method
 
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Turbo Equalization with Coarse Quantization using the Information Bottleneck Method

Citation Link: https://doi.org/10.15480/882.14390
Publikationstyp
Preprint
Date Issued
2024
Sprache
English
Author(s)
Mohr, Philipp  orcid-logo
Nachrichtentechnik E-8  
Brüggmann, Jasper  orcid-logo
Nachrichtentechnik E-8  
Bauch, Gerhard  
Nachrichtentechnik E-8  
TORE-DOI
10.15480/882.14390
TORE-URI
https://tore.tuhh.de/handle/11420/53350
Citation
arXiv 2409.09004 (2024)
ArXiv ID
2409.09004v1
Peer Reviewed
false
This paper proposes a turbo equalizer for inter-symbol interference channels (ISI) that uses coarsely quantized messages across all receiver components. Lookup tables (LUTs) carry out compression operations designed with the information bottleneck method aiming to maximize relevant mutual informa-tion. The turbo setup consists of an equalizer and a decoder that provide extrinsic information to each other over multiple turbo iterations. We develop simplified LUT structures to incorporate the decoder feedback in the equalizer with significantly reduced complexity. The proposed receiver is optimized for selected ISI channels. A conceptual hardware implementation is developed to compare the area efficiency and error correction performance. A thorough analysis reveals that LUT-based configurations with very coarse quantization can achieve higher area efficiency than conventional equalizers. Moreover, the proposed turbo setups can outperform the respective non-turbo setups regarding area efficiency and error correction capability.
Subjects
Information Bottleneck
Turbo Equalization
Coarse Quantization
Iterative Algorithms
Intersymbol Interference
DDC Class
621.38: Electronics, Communications Engineering
Publication version
submittedVersion
Lizenz
https://creativecommons.org/licenses/by/4.0/
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