Simplified Ray Tracing for the Millimeter Wave Channel: A Performance Evaluation
arXiv:2002.09179 · doi:10.1109/ITA50056.2020.9244950
Abstract
Millimeter-wave (mmWave) communication is one of the cornerstone innovations of fifth-generation (5G) wireless networks, thanks to the massive bandwidth available in these frequency bands. To correctly assess the performance of such systems, however, it is essential to have reliable channel models, based on a deep understanding of the propagation characteristics of the mmWave signal. In this respect, ray tracers can provide high accuracy, at the expense of a significant computational complexity, which limits the scalability of simulations. To address this issue, in this paper we present possible simplifications that can reduce the complexity of ray tracing in the mmWave environment, without significantly affecting the accuracy of the model. We evaluate the effect of such simplifications on link-level metrics, testing different configuration parameters and propagation scenarios.
arXiv comment6 pages, 6 figures, 1 table. This paper has been accepted for presentation at ITA 2020. (c) 2020 IEEE. Please cite it as: M. Lecci, P. Testolina, M. Giordani, M. Polese, T. Ropitault, C. Gentile, N. Varshney, A. Bodi, M. Zorzi, "Simplified Ray Tracing for the Millimeter Wave Channel: A Performance Evaluation," Information Theory and Applications Workshop (ITA), San Diego, US, 2020
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Cited by in corpus (4)
- Quasi-Deterministic Channel Model for mmWaves: Mathematical Formalization and Validation
- The challenges of Scheduling and Resource Allocation in IEEE 802.11ad/ay
- Accelerating Ray Tracing-Based Wireless Channels Generation for Real-Time Network Digital Twins
- An Open Framework to Model Diffraction by Dynamic Blockers in Millimeter Wave Simulations