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Optimized Signaling of Binary Correlated Sources over GMACs

2017/07/19 by Jian-Jia Weng, Fady Alajaji, Weng, Jian-Jia +3
Computer Science · Engineering · Mathematics · #Advanced Wireless Communication Techniques #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #Information Theory (cs.IT) #Wireless Communication Security Techniques #cs.IT #math.IT

paper · pdf · doi:10.48550/arxiv.1707.06157

Technical Report; 22 pages, 9 figures, and 3 tables

arxiv created 2017/07/19 · openalex publication_date 2017/07/19 · arxiv updated 2017/07/20 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

This work focuses on the construction of optimized binary signaling schemes for two-sender uncoded transmission of correlated sources over non-orthogonal Gaussian multiple access channels. Specifically, signal constellations with binary pulse-amplitude-modulation are designed for two senders to optimize the overall system performance. Although the two senders transmit their own messages independently, it is observed that the correlation between message sources can be exploited to mitigate the interference present in the non-orthogonal multiple access channel. Based on a performance analysis under joint maximum-a-posteriori decoding, optimized constellations for various basic waveform correlations between the senders are derived. Numerical results further confirm the effectiveness of the proposed design.

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