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| Presentation | 2019-08-27 09:50 An Approximation of Average Latency for Constant Number Data Aggregation and Adaptive Control Based on Its Characteristics Hideaki Yoshino, Yuta Okuzawa, Ryunosuke Sugihara, Kenko Ota, Takefumi Hiraguri (NIT)  CQ2019-58 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | To realize latency-critical IoT applications, latency should be minimized at IoT gateways that aggregate spatially distributed sensor data and transmit the aggregated-data over the Internet. In this paper, we derive the Laplace-Stieltjes transform and approximated average of the stationary distribution of the latency in the IoT gateway for a constant number data aggregation scheme, then apply it to an adaptive optimal control when a time variation exists in the data arrival rate. Based on our approximation analysis of the average latency, we derive an estimation formula for the optimal aggregation number according to an arrival rate. We apply the formula to an adaptive control for optimizing the aggregation number when a time variation exists in the data arrival rate. The transient traffic characteristics, that absorb traffic fluctuations, thereby realize the stable optimal latency, were clarified by simulation. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | sensor data / optimal aggregation / IoT / adaptive control / communication traffic / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 119, no. 183, CQ2019-58, pp. 7-12, Aug. 2019. | |
| Paper # | CQ2019-58 | |
| Date of Issue | 2019-08-20 (CQ) | |
| 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 | CQ2019-58 |
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| Conference Information | |
| Committee | CQ |
| Conference Date | 2019-08-27 - 2019-08-28 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hakodate arena |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Machine Learning in Wireless Communication, AI, 6G/Beyond 5G, LPWA, Drone Network, Space Comminication, Underwater Communication, Communication, QoS and QoE in Wireless Communication, Wireless Resource Allocation, Wireless Transmission Quality, Cross layer Technology, Ad-hoc Network, IoT/M2M, Wireless, etc. |
| Paper Information | |
| Registration To | CQ |
| Conference Code | 2019-08-CQ |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An Approximation of Average Latency for Constant Number Data Aggregation and Adaptive Control Based on Its Characteristics |
| Sub Title (in English) | |
| Keyword(1) | sensor data |
| Keyword(2) | optimal aggregation |
| Keyword(3) | IoT |
| Keyword(4) | adaptive control |
| Keyword(5) | communication traffic |
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| 1st Author's Name | Hideaki Yoshino |
| 1st Author's Affiliation | Nippon Inst. of Tech. (NIT) |
| 2nd Author's Name | Yuta Okuzawa |
| 2nd Author's Affiliation | Nippon Inst. of Tech. (NIT) |
| 3rd Author's Name | Ryunosuke Sugihara |
| 3rd Author's Affiliation | Nippon Inst. of Tech. (NIT) |
| 4th Author's Name | Kenko Ota |
| 4th Author's Affiliation | Nippon Inst. of Tech. (NIT) |
| 5th Author's Name | Takefumi Hiraguri |
| 5th Author's Affiliation | Nippon Inst. of Tech. (NIT) |
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| Speaker | Author-1 |
| Date Time | 2019-08-27 09:50:00 |
| Presentation Time | 20 minutes |
| Registration for | CQ |
| Paper # | CQ2019-58 |
| Volume (vol) | vol.119 |
| Number (no) | no.183 |
| Page | pp.7-12 |
| #Pages | 6 |
| Date of Issue | 2019-08-20 (CQ) |
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