Finite Field Multiple Access for Sourced Massive Random Access with Finite Blocklength
<|reference_start|>Finite Field Multiple Access for Sourced Massive Random Access with Finite Blocklength: For binary source transmission, this paper proposes an element-pair (EP) coding scheme for supporting sourced massive random access, which is used to solve the finite blocklength (FBL) of multiuser reliability transmission problem. In this paper, we first give the definition of an EP, which is used as a virtual resource. If the Cartesian product of $J$ distinct EPs satisfies the unique sum-pattern mapping (USPM) structural property, the $J$ distinct EPs can form an uniquely-decodable EP (UD-EP) code. Then, we introduce a type of orthogonal EP code $\Psi_{\rm o, B}$ constructed over an extension field GF($2^m$). Based on the proposed EP code, we present finite-field multiple-access (FFMA) systems, including both the sparse-form-based and diagonal-form-based forms. Simulation results show that, for the massive random access scenario, the error performance of the proposed FFMA systems over a Gaussian multiple-access channel can provide much better error performance than that of a slotted ALOHA system.<|reference_end|>
@article{yu2024finite,
    title={Finite Field Multiple Access for Sourced Massive Random Access with
  Finite Blocklength},
    author={Qi-yue Yu, Shi-wen Lin and Shu Lin},
    journal={arXiv preprint arXiv:2405.11734},
    year={2024},
    archivePrefix={arXiv},
    eprint={2405.11734},
    primaryClass={cs.IT math.IT}
}