A novel method for radio propagation simulation based on automatic 3D environment reconstruction

He, Danping and Liang, Guixuan and Portilla Berrueco, Jorge and Riesgo Alcaide, Teresa (2012). A novel method for radio propagation simulation based on automatic 3D environment reconstruction. In: "6th European Conference on Antennas and Propagation (EuCAP)", 26/03/2012 - 30/03/2012, Prague (Czech Republic). ISBN 978-1-4577-0918-0. pp. 1-6.

Description

Title: A novel method for radio propagation simulation based on automatic 3D environment reconstruction
Author/s:
  • He, Danping
  • Liang, Guixuan
  • Portilla Berrueco, Jorge
  • Riesgo Alcaide, Teresa
Item Type: Presentation at Congress or Conference (Article)
Event Title: 6th European Conference on Antennas and Propagation (EuCAP)
Event Dates: 26/03/2012 - 30/03/2012
Event Location: Prague (Czech Republic)
Title of Book: Antennas and Propagation (EUCAP), 2012 6th European Conference on
Date: 2012
ISBN: 978-1-4577-0918-0
Subjects:
Faculty: Centro de Electrónica Industrial (CEI) (UPM)
Department: Otro
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

In this paper, a novel method to simulate radio propagation is presented. The method consists of two steps: automatic 3D scenario reconstruction and propagation modeling. For 3D reconstruction, a machine learning algorithm is adopted and improved to automatically recognize objects in pictures taken from target region, and 3D models are generated based on the recognized objects. The propagation model employs a ray tracing algorithm to compute signal strength for each point on the constructed 3D map. By comparing with other methods, the work presented in this paper makes contributions on reducing human efforts and cost in constructing 3D scene; moreover, the developed propagation model proves its potential in both accuracy and efficiency.

More information

Item ID: 20902
DC Identifier: http://oa.upm.es/20902/
OAI Identifier: oai:oa.upm.es:20902
Official URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6206457
Deposited by: Memoria Investigacion
Deposited on: 18 Nov 2013 18:04
Last Modified: 22 Sep 2014 11:21
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