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| Presentation | 2023-03-02 16:20 Design and evaluation of a mobile agent framework for small-scale IoT devices over LPWA Kazuya Sakamoto (Tohoku Univ.), Gen Kitagata (Morioka Univ.), Go Hasegawa (Tohoku Univ.)  IN2022-96 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In networks using LPWA and small IoT devices, it is important to suppress traffic because of the slow communication speed of LPWA. In the field of WSN, a communication volume reduction method using mobile agents has been proposed for the suppression of traffic in networks with IoT devices. However, these studies have not shown concrete implementations of mobile agents in small IoT devices. In addition, studies aiming at implementing mobile agents in small IoT devices do not discuss the traffic generated by the movement of mobile agents and message communication. Therefore, we have proposed a mobile agent framework for IoT devices using LPWA. The proposed framework gives a concrete implementation for small IoT devices by reducing memory consumption and further reducing the amount of traffic generated by the agent by introducing a compression method that considers the characteristics of each of the agent's movement and message communication. In this paper, we present the design of a prototype system and an application that collects data for the proposed framework and conduct experiments using the application to confirm the effectiveness of the proposed framework. Experimental results show that the proposed framework can reduce sensor data collection time by 21.4% to 43.7% in a data collection application using LPWA and mobile agents. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | mobile agent / agent framework / Internet of Things (IoT) / Low Power Wide Area (LPWA) / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 122, no. 407, IN2022-96, pp. 181-186, March 2023. | |
| Paper # | IN2022-96 | |
| Date of Issue | 2023-02-23 (IN) | |
| 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) | |
| Download PDF | IN2022-96 |
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| Conference Information | |
| Committee | IN NS |
| Conference Date | 2023-03-02 - 2023-03-03 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Convention Centre + Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General |
| Paper Information | |
| Registration To | IN |
| Conference Code | 2023-03-IN-NS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Design and evaluation of a mobile agent framework for small-scale IoT devices over LPWA |
| Sub Title (in English) | |
| Keyword(1) | mobile agent |
| Keyword(2) | agent framework |
| Keyword(3) | Internet of Things (IoT) |
| Keyword(4) | Low Power Wide Area (LPWA) |
| Keyword(5) | |
| Keyword(6) | |
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| Keyword(8) | |
| 1st Author's Name | Kazuya Sakamoto |
| 1st Author's Affiliation | Tohoku University (Tohoku Univ.) |
| 2nd Author's Name | Gen Kitagata |
| 2nd Author's Affiliation | Morioka University (Morioka Univ.) |
| 3rd Author's Name | Go Hasegawa |
| 3rd Author's Affiliation | Tohoku University (Tohoku Univ.) |
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| Speaker | Author-1 |
| Date Time | 2023-03-02 16:20:00 |
| Presentation Time | 20 minutes |
| Registration for | IN |
| Paper # | IN2022-96 |
| Volume (vol) | vol.122 |
| Number (no) | no.407 |
| Page | pp.181-186 |
| #Pages | 6 |
| Date of Issue | 2023-02-23 (IN) |
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