基于 HLS 的无线通信嵌入式实时光线跟踪方法

IF 2.7 3区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems Pub Date : 2024-11-06 DOI:10.1109/TCAD.2024.3446710
Jintong An;Selma Saidi
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引用次数: 0

摘要

随着无线通信技术的发展,复杂多变的场景给无线通信的服务质量(QoS)带来了巨大挑战,尤其是在室内场景。如果在无线设备中嵌入信号光线跟踪模块,实时处理合成多径传输,就能大大提高波束管理的质量。本文提出了一种用于信号波束光线跟踪的新型反射路径推导算法,该算法构建了用于光线跟踪的 FPGA 加速器的核心机制:通过将整个光线路径的计算分解为与反射所涉及的各个平面相关的相互独立的子问题,并由 FPGA 上的独立处理元件实现,实现了整个光线跟踪的并行化,从而显著提高了光线跟踪的收敛速度;同时,提出了与所提算法和硬件架构相对应的新的高级合成工作流程,为合成鲁棒和实时无线通信专用的嵌入式硬件打开了大门。经过验证,本文提出的方法能有效生成用于实时光线跟踪的 FPGA 加速器,实现毫秒级的光线跟踪仿真。
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HLS-Based Approach for Embedded Real-Time Ray Tracing in Wireless Communications
With the development of wireless communication technology, complex and dynamic scenarios pose great challenges to the Quality of Service (QoS) of wireless communication, especially in indoor scenarios. The quality of beam management can be greatly improved if signal ray-tracing module is embedded in wireless devices to handle synthetic multipath transmissions in real time. In this article, a novel reflection path derivation algorithm for ray tracing of signal beams is proposed, which builds the core mechanism of the proposed FPGA accelerator for ray tracing: by decomposing the computation of the entire ray path into mutually independent subproblems associated with the respective planes involved in the reflection and implemented by independent processing element on FPGAs, the parallelization of the entire ray tracing is realized, which significantly improves the convergence speed of the ray tracing; meanwhile, a new high-level synthesis workflow corresponds to the proposed algorithm and hardware architecture is proposed, which opens the door on synthesizing embedded hardware dedicated for robust and real-time wireless communication. After validation, the method proposed in this article can generate FPGA accelerator for real-time ray-tracing effectively, which achieves ray-tracing simulation in milliseconds.
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来源期刊
CiteScore
5.60
自引率
13.80%
发文量
500
审稿时长
7 months
期刊介绍: The purpose of this Transactions is to publish papers of interest to individuals in the area of computer-aided design of integrated circuits and systems composed of analog, digital, mixed-signal, optical, or microwave components. The aids include methods, models, algorithms, and man-machine interfaces for system-level, physical and logical design including: planning, synthesis, partitioning, modeling, simulation, layout, verification, testing, hardware-software co-design and documentation of integrated circuit and system designs of all complexities. Design tools and techniques for evaluating and designing integrated circuits and systems for metrics such as performance, power, reliability, testability, and security are a focus.
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