TopoCode: Topologically Informed Error Detection and Correction in Communication Systems

November 19, 2024 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Hongzhi Guo arXiv ID 2411.12825 Category cs.MM: Multimedia Citations 0 Venue arXiv.org Last Checked 4 months ago
Abstract
Traditional error detection and correction codes focus on bit-level fidelity, which is insufficient for emerging technologies like eXtended Reality (XR) and holographic communications requiring high-data-rate, low-latency systems. Bit-level metrics cannot comprehensively evaluate Quality-of-Service (QoS) in these scenarios. This letter proposes TopoCode which leverages Topological Data Analysis (TDA) and persistent homology to encode topological information for message-level error detection and correction. It introduces minimal redundancy while enabling effective data reconstruction, especially in low Signal-to-Noise Ratio (SNR) conditions. TopoCode offers a promising approach to meet the demands of next-generation communication systems prioritizing semantic accuracy and message-level integrity.
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