In this manuscript, we focus on the problem of soft-output detection of spectrally efficient frequency division multiplexing in the presence of frequency-selective fading channels. A novel detection algorithm, resulting from a message passing approach to the considered problem and not requiring matrix inversions nor spectral decompositions, is devised. Our approach is based on a novel scheduling criterion applied to the Forney-style factor graph representation of the approximate maximum likelihood detection problem. Our numerical results evidence that the proposed algorithm outperforms, in terms of achievable rates and communication performance, other detectors available in the technical literature at the price of higher computational complexity and sheds new light on the trade-off between spectral efficiency and detection complexity in a communication system employing spectrally efficient frequency division multiplexing.
A Novel Message Passing Algorithm for Soft-Output Detection in Faster-than-Nyquist Multicarrier Systems / Mirabella, Michele; Di Viesti, Pasquale; Vitetta, Giorgio Matteo. - (2025). ( 2025 IEEE 26th International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications (SPAWC) Guilford, Surrey (UK) 7/07/2025) [10.1109/SPAWC66079.2025.11143498].
A Novel Message Passing Algorithm for Soft-Output Detection in Faster-than-Nyquist Multicarrier Systems
Michele Mirabella
;Pasquale Di Viesti;Giorgio Matteo Vitetta
2025
Abstract
In this manuscript, we focus on the problem of soft-output detection of spectrally efficient frequency division multiplexing in the presence of frequency-selective fading channels. A novel detection algorithm, resulting from a message passing approach to the considered problem and not requiring matrix inversions nor spectral decompositions, is devised. Our approach is based on a novel scheduling criterion applied to the Forney-style factor graph representation of the approximate maximum likelihood detection problem. Our numerical results evidence that the proposed algorithm outperforms, in terms of achievable rates and communication performance, other detectors available in the technical literature at the price of higher computational complexity and sheds new light on the trade-off between spectral efficiency and detection complexity in a communication system employing spectrally efficient frequency division multiplexing.| File | Dimensione | Formato | |
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