| Paper Abstract and Keywords |
| Presentation |
2012-12-14 13:45
Mobile device prediction for location-based cloud service Haibo Yan, Masato Kitakami (Chiba Univ.) DC2012-73 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Mobility prediction is one of the most essential issues which need to be explored for management in a location-based cloud service. A good prediction algorithm can not only reduce power consumption and waiting time, but also increase dependability of mobile devices. Existing prediction methods are generally based on mass history data. However, they can`t work well on the prediction of a device which has the features of short moving time and elusive moving tendency. Taking into account these characteristics, we proposed a prediction method based on an Adaptive Markov Chain Monte Carlo method for mobile device prediction. Simulation results show that the proposed algorithm has more efficiency than traditional algorithm. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Mobile device / prediction / Monte Carlo method / Adaptive Markov Chain Monte Carlo / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 112, no. 362, DC2012-73, pp. 1-4, Dec. 2012. |
| Paper # |
DC2012-73 |
| Date of Issue |
2012-12-07 (DC) |
| ISSN |
Print edition: ISSN 0913-5685 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) |
| Download PDF |
DC2012-73 |
| Conference Information |
| Committee |
DC |
| Conference Date |
2012-12-14 - 2012-12-14 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Aossa (Fukui) |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Safety, etc. |
| Paper Information |
| Registration To |
DC |
| Conference Code |
2012-12-DC |
| Language |
English |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Mobile device prediction for location-based cloud service |
| Sub Title (in English) |
|
| Keyword(1) |
Mobile device |
| Keyword(2) |
prediction |
| Keyword(3) |
Monte Carlo method |
| Keyword(4) |
Adaptive Markov Chain Monte Carlo |
| Keyword(5) |
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| Keyword(6) |
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| 1st Author's Name |
Haibo Yan |
| 1st Author's Affiliation |
Chiba University (Chiba Univ.) |
| 2nd Author's Name |
Masato Kitakami |
| 2nd Author's Affiliation |
Chiba University (Chiba Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2012-12-14 13:45:00 |
| Presentation Time |
30 minutes |
| Registration for |
DC |
| Paper # |
DC2012-73 |
| Volume (vol) |
vol.112 |
| Number (no) |
no.362 |
| Page |
pp.1-4 |
| #Pages |
4 |
| Date of Issue |
2012-12-07 (DC) |