Joint Uplink and Downlink Transmission Design for URLLC Using Finite Blocklength Codes

Chao Shen, Tsung-Hui Chang, Hanqing Xu, Yajun Zhao
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引用次数: 9

Abstract

This paper considers a joint uplink (UL) and downlink (DL) transmission design problem for achieving ultra-reliable and low-latency communications (URLLC) in a two-hop wireless network. Specifically, we assume that a sensor node sends information signals to a base station (BS) and then the BS sends some processed signals to some mobile terminals (MTs). The objective is to minimize the total over-the-air transmission latency under stringent UL-DL reliability constraints and power limit. The achievable rate formula of finite blocklength codes is used to explicitly model the relation between the transmission rate, latency and reliability. While the formulated problem is difficult to solve, we explore the problem structure by analyzing monotonicity and convexity of the objective function with respect to system variables. Then we develop an efficient alternating optimization (AO) algorithm to solve the considered problem. Simulation results demonstrate interesting trade off between various system parameters and show that the proposed AO algorithm yields near-optimal solutions.
基于有限块长度码的URLLC联合上行和下行传输设计
本文研究了在两跳无线网络中实现超可靠和低延迟通信(URLLC)的上行和下行联合传输设计问题。具体来说,我们假设传感器节点向基站(BS)发送信息信号,基站再将处理后的信号发送给移动终端(mt)。目标是在严格的UL-DL可靠性约束和功率限制下最大限度地减少空中传输延迟。利用有限块长码的可达率公式,对传输速率、延迟和可靠性之间的关系进行了明确的建模。由于公式化问题难以求解,我们通过分析目标函数相对于系统变量的单调性和凸性来探讨问题的结构。然后,我们开发了一种高效的交替优化算法来解决所考虑的问题。仿真结果显示了各种系统参数之间的有趣权衡,并表明所提出的AO算法产生了接近最优的解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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