TY - JOUR
T1 - Ray Tracing Acceleration using Rank Minimization for Radio Map Simulation
AU - Suga, Norisato
AU - Sasaki, Ryohei
N1 - Funding Information:
This work is supported by The Telecommunications Advancement Foundation.
Publisher Copyright:
© 2022 Institute of Electronics, Information and Communication, Engineers, IEICE. All rights reserved.
PY - 2022/7
Y1 - 2022/7
N2 - In this letter, a ray tracing (RT) acceleration method based on rank minimization is proposed. RT is a general tool used to simulate wireless communication environments. However, the simulation is time consuming because of the large number of ray calculations. This letter focuses on radio map interpolation as an acceleration approach. In the conventional methods cannot appropriately estimate short-span variation caused by multipath fading. To overcome the shortage of the conventional methods, we adopt rank minimization based interpolation. A computational simulation using commercial RT software revealed that the interpolation accuracy of the proposed method was higher than those of other radio map interpolation methods and that RT simulation can be accelerated approximate five times faster with the missing rate of 0.8.
AB - In this letter, a ray tracing (RT) acceleration method based on rank minimization is proposed. RT is a general tool used to simulate wireless communication environments. However, the simulation is time consuming because of the large number of ray calculations. This letter focuses on radio map interpolation as an acceleration approach. In the conventional methods cannot appropriately estimate short-span variation caused by multipath fading. To overcome the shortage of the conventional methods, we adopt rank minimization based interpolation. A computational simulation using commercial RT software revealed that the interpolation accuracy of the proposed method was higher than those of other radio map interpolation methods and that RT simulation can be accelerated approximate five times faster with the missing rate of 0.8.
KW - matrix interpolation
KW - radio map estimation
KW - rank minimization
KW - ray tracing acceleration
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U2 - 10.1587/transfun.2021EAL2085
DO - 10.1587/transfun.2021EAL2085
M3 - Article
AN - SCOPUS:85137625216
SN - 0916-8508
VL - E105A
SP - 1157
EP - 1161
JO - IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
JF - IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
IS - 8
ER -