Paper Abstract and Keywords |
Presentation |
2018-10-18 13:05
A Study on Radio Propagation Prediction by Using Deep Learning with CNN
-- Relationship between Prediction Accuracy and Input Map-Parameters -- Tetsuro Imai, Takahiro Asai (NTT DOCOMO) AP2018-89 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Recently, advancement of artificial intelligence has been remarkable, and many applied researches are attracting
attention now. Most of them are based on deep learning. Here, we have proposed radio propagation prediction model by using
deep neural network with CNN. This paper evaluates behavior of the proposed model for map-parameters input to CNN. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Deep learning / Deep neural network / Machine learning / Radio propagation prediction / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 246, AP2018-89, pp. 1-6, Oct. 2018. |
Paper # |
AP2018-89 |
Date of Issue |
2018-10-11 (AP) |
ISSN |
Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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AP2018-89 |
Conference Information |
Committee |
AP |
Conference Date |
2018-10-18 - 2018-10-19 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Okayama Univ. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Antennas and Propagation |
Paper Information |
Registration To |
AP |
Conference Code |
2018-10-AP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Study on Radio Propagation Prediction by Using Deep Learning with CNN |
Sub Title (in English) |
Relationship between Prediction Accuracy and Input Map-Parameters |
Keyword(1) |
Deep learning |
Keyword(2) |
Deep neural network |
Keyword(3) |
Machine learning |
Keyword(4) |
Radio propagation prediction |
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1st Author's Name |
Tetsuro Imai |
1st Author's Affiliation |
NTT DOCOMO, INC. (NTT DOCOMO) |
2nd Author's Name |
Takahiro Asai |
2nd Author's Affiliation |
NTT DOCOMO, INC. (NTT DOCOMO) |
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Speaker |
Author-1 |
Date Time |
2018-10-18 13:05:00 |
Presentation Time |
25 minutes |
Registration for |
AP |
Paper # |
AP2018-89 |
Volume (vol) |
vol.118 |
Number (no) |
no.246 |
Page |
pp.1-6 |
#Pages |
6 |
Date of Issue |
2018-10-11 (AP) |
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