Grant-free access schemes are candidates to support future massive multiple access applications owing to their capability to reduce control signaling and latency. As a promising class of grant-free schemes, coded random access schemes can achieve high reliabilities also with uncoordinated transmissions and therefore in presence packet collisions. In this paper, an analysis tool for coded random access, based on density evolution, is proposed and exploited for system design and optimization. In sharp contrast with the existing literature, where such tools have been developed under simplified channel assumptions, the proposed tool captures not only MAC layer features, but also the physical wireless fading channel and a realistic physical layer signal processing based on multiple antennas and randomly-chosen orthogonal pilots. Theoretical results are validated by comparison with symbol-level Monte Carlo simulations.
翻译:由于能够减少控制信号和留置时间,无赠款准入计划是支持未来大规模多重准入申请的候选方案。作为一个大有希望的无赠款计划类别,编码随机访问计划可以实现高度的共性,同时提供不协调的传输,从而出现包式碰撞。本文提出并使用一个基于密度演变的编码随机访问分析工具,用于系统设计和优化。与现有文献形成鲜明对比的是,拟议工具不仅根据简化频道假设开发了MAC层特征,而且基于多天线和随机随机随机随机随机随机随机模拟实验的物理无线淡化频道和现实的物理层信号处理。与标志级蒙特卡洛模拟相比,理论结果得到验证。