论文标题
LDPC矩阵映射和集成盖MPA检测器通过无需赠款传输
Grant-Free Transmission by LDPC Matrix Mapping and Integrated Cover-MPA Detector
论文作者
论文摘要
在本文中,提出了一种新型的收发器结构,以同时实现大量物联网网络中的有效随机访问和可靠的数据传输。在发射机侧,为每个用户分配了一个唯一的协议序列,用于识别用户并指示用户的通道访问模式。因此,通过检测通道访问模式来完成用户识别。特别是,低密度 - 帕元检查(LDPC)代码的奇偶校验检查矩阵的列被用作协议序列。本文中提供了此LDPC均等检查矩阵的设计指南和相关的性能分析。他们以一种方式进行协作,将组测试组件映射检测到的协议序列将协议序列转换为坦纳图,第二个组件可以在该图中执行其消息传递算法。反过来,通过第二个组件的消息传递算法检测到的零符号表示第一组测试组件发出的潜在错误警报。因此,Tanner图可能会迭代地发展。提供的仿真结果表明,我们的收发器设计实现了实用的一步无赠款传输,并且具有令人信服的性能。
In this paper, a novel transceiver architecture is proposed to simultaneously achieve efficient random access and reliable data transmission in massive IoT networks. At the transmitter side, each user is assigned a unique protocol sequence which is used to identify the user and also indicate the user's channel access pattern. Hence, user identification is completed by the detection of channel access patterns. Particularly, the columns of a parity check matrix of low-density-parity-check (LDPC) code are employed as protocol sequences. The design guideline of this LDPC parity check matrix and the associated performance analysis are provided in this paper.At the receiver side, a two-stage iterative detection architecture is designed, which consists of a group testing component and a payload data decoding component. They collaborate in a way that the group testing component maps detected protocol sequences to a tanner graph, on which the second component could execute its message passing algorithm. In turn, zero symbols detected by the message passing algorithm of the second component indicate potential false alarms made by the first group testing component. Hence, the tanner graph could iteratively evolve.The provided simulation results demonstrate that our transceiver design realizes a practical one-step grant-free transmission and has a compelling performance.