工厂自动化:具有URLLC要求的高架激光雷达系统的资源分配

Nalin Jayaweera, Dileepa Marasinghe, Nandana Rajatheva, M. Latva-aho
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引用次数: 11

摘要

超可靠和低延迟通信(URLLC)在工厂自动化中起着至关重要的作用。为了将从基础设施收集的态势感知数据作为原始数据或处理过的数据共享,系统应该保证URLLC功能,因为这是一个安全关键应用程序。本文研究了基于基础设施的通信架构(高架LiDAR系统/ELiD)的资源分配问题,以支持工厂车间的自动驾驶。在所考虑的优化问题中,解码器的错误概率和使用的信道数参数化了可靠性和延迟。本文考虑了最大解码器误差概率最小化问题和总能量最小化问题,分析了不同车辆密度下ELiD系统的性能。
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Factory Automation: Resource Allocation of an Elevated LiDAR System with URLLC Requirements
Ultra-reliable and low-latency communications (URLLC) play a vital role in factory automation. To share the situational awareness data collected from the infrastructure as raw or processed data, the system should guarantee the URLLC capability since this is a safety-critical application. In this work, the resource allocation problem for an infrastructure-based communication architecture (Elevated LiDAR system/ELiD) has been considered which can support the autonomous driving in a factory floor. The decoder error probability and the number of channel uses parameterize the reliability and the latency in the considered optimization problems. A maximum decoder error probability minimization problem and a total energy minimization problem have been considered in this work to analytically evaluate the performance of the ELiD system under different vehicle densities.
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