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Lattice-Code Multiple Access: Architecture and Efficient Algorithms

  • Beihang University
  • Jinan University
  • University of Edinburgh

科研成果: 期刊稿件文章同行评审

摘要

This paper proposes a lattice-code multiple-access (LCMA) scheme for K-user uplink systems. Each user encodes messages via 2m-ary lattice codes mapped to 2m-PAM. The receiver employs integer coefficients to compute integer linear combinations (ILCs) of messages, then reconstructs original data through novel low-complexity soft detection and single-user decoders. Key contributions include: 1) A soft detector calculating a posteriori probabilities of ILCs over lattices, enabling efficient belief-propagation decoding; 2) A bounded independent vectors problem (BIVP) framework to optimize ILC coefficients, solved by a rate-constrained sphere decoder outperforming traditional lattice reduction methods; 3) Optimized signature sequences designed via a targetswitching steepest descent algorithm. Simulations demonstrate LCMA's superiority over IDMA and SCMA in supporting higher user loads and achieving lower error rates, while avoiding successive interference cancellation or iterative detection.

源语言英语
页(从-至)12465-12479
页数15
期刊IEEE Transactions on Vehicular Technology
74
8
DOI
出版状态已出版 - 2025

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