[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ skip to main content
research-article

Parallel Computation of Ground Radiation Simulation Based on GPU

Published: 01 April 2017 Publication History

Abstract

This paper introduces a simulation calculation model of ground radiation field. The simulation calculation model includes the calculation of incident radiation field and the calculation of outgoing radiation field. The calculation of incident radiation field is mainly divided into direct solar radiation, diffuse sky radiation and background to target reflected radiation. The parallel computing technology of GPU is introduced, and the process of simulation calculation is implemented based on CUDA framework. The ground radiation field simulation is carried out on several different 3D scenes, and the parallel computing time is compared with the computing time before parallel computing. Through the comparison and analysis, the use of parallel computing can significantly improve the time of simulation calculation. At the same time, with the increase of the number of triangular facets in the 3D scene, the efficiency of acceleration will continue to improve, but the extent of the upgrade will be affected by the conditions of GPU hardware equipment.

References

[1]
Can Hou, LiYu Tang, Chongcheng Chen, et al. Parallel Radiosity Based Light Distribution Simulation within Virtual Plant Canopy, Journal of System Simulation, 2015, p. 10.
[2]
Quan Zhao, Yunbao Huang, Yuhang Sun, CUDA Based Parallel Computation in Thermal Radiation on Implosion Pellet, Journal of Computer-Aided Design & Computer Graphics, 25 (2013) 937-945.
[3]
Shengcheng Cui, Wenyue Zhu, Xuebin Li, Remote Sensing Model of Surface Reflectance with Consideration of Actual Sky Light Distribution, G06F19/00, 2016.05.04.
[4]
Jinshuo Liu, Tianxiao Liu, Hui Wu, From Graphic Processing Unit to General Purpose Graphic Processing Unit, J. Wuhan Univ. (Nat. Sci. Ed.), 59 (2013) 198-206.
[5]
Shane Cook, CUDA Programming: A Developer's Guide to Parallel Computing with GPUs: Newnes, 2012.
[6]
Z. Yang, Y. Zhu, Y. Pu, Parallel Image Processing Based on CUDA, Conference on Computer Science and Software Engineering, International Conference on (2008) 198-201.
[7]
S.N. Sinha, J.M. Frahm, M. Pollefeys, GPU-based Video Feature Tracking and Matching, Workshop on Edge Computing Using New Commodity Architectures (2000) 189-196.
  1. Parallel Computation of Ground Radiation Simulation Based on GPU

    Recommendations

    Comments

    Please enable JavaScript to view thecomments powered by Disqus.

    Information & Contributors

    Information

    Published In

    cover image Procedia Computer Science
    Procedia Computer Science  Volume 107, Issue C
    April 2017
    901 pages
    ISSN:1877-0509
    EISSN:1877-0509
    Issue’s Table of Contents

    Publisher

    Elsevier Science Publishers B. V.

    Netherlands

    Publication History

    Published: 01 April 2017

    Author Tags

    1. CUDA
    2. GPU parallel computing
    3. ground radiation field
    4. simulation calculation

    Qualifiers

    • Research-article

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • 0
      Total Citations
    • 0
      Total Downloads
    • Downloads (Last 12 months)0
    • Downloads (Last 6 weeks)0
    Reflects downloads up to 11 Dec 2024

    Other Metrics

    Citations

    View Options

    View options

    Login options

    Media

    Figures

    Other

    Tables

    Share

    Share

    Share this Publication link

    Share on social media