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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Publication Details

Journal
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Published
2024-11-01
DOI
https://doi.org/10.1109/tcad.2024.3446710
Citations
3
Primary Topic
Telecommunications and Broadcasting Technologies
Type
article
Field-Weighted Citation Impact
0.96

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article

HLS-Based Approach for Embedded Real-Time Ray Tracing in Wireless Communications

Selma Saidi, Jintong An
3 citations
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Telecommunications and Broadcasting Technologies
0.96
article

HLS-Based Approach for Embedded Real-Time Ray Tracing in Wireless Communications

Selma Saidi, Jintong An
article en
3 citations

Abstract

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.

IEEE Transactions on Computer-Aided Design of Integrated Circuits and SystemsVol. 43(11)
TU Dortmund University (DE), Technische Universität Braunschweig (DE)
Ministry of Education and Research, Romania
Openalex Percentile: Top 20%
Telecommunications and Broadcasting Technologies
0.96
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