Paper Abstract and Keywords |
Presentation |
2022-01-22 14:55
Interference Prediction for SmartBAN Channel Migration Using LSTM Takahiro Ito, Aoi Nakamae (Hiroshima City Univ.), Masaaki Yamanaka (Japan Coast Guard Academy), Hirokazu Tanaka (Hiroshima City Univ.) NLP2021-110 MICT2021-85 MBE2021-71 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Healthcare monitoring using wearable sensors is attracting attention. SmartBAN, which is a communication standard for medical healthcare, uses 2.4GHz band like as Wi-Fi and Bluetooth, so interference avoidances are acquired. However, the method of interference avoidances in SmartBAN are implementation dependent. In this study, we propose a method for predicting the strength of interferences using a long short-term memory (LSTM) network. The effectiveness of the proposed method is demonstrated by experimental evaluation. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Body Area Network / SmartBAN / Long Short-Term Memory / Interference Avoidance / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 121, no. 336, MICT2021-85, pp. 175-180, Jan. 2022. |
Paper # |
MICT2021-85 |
Date of Issue |
2022-01-14 (NLP, MICT, MBE) |
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 |
NLP2021-110 MICT2021-85 MBE2021-71 |
Conference Information |
Committee |
NLP MICT MBE NC |
Conference Date |
2022-01-21 - 2022-01-23 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
|
Paper Information |
Registration To |
MICT |
Conference Code |
2022-01-NLP-MICT-MBE-NC |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Interference Prediction for SmartBAN Channel Migration Using LSTM |
Sub Title (in English) |
|
Keyword(1) |
Body Area Network |
Keyword(2) |
SmartBAN |
Keyword(3) |
Long Short-Term Memory |
Keyword(4) |
Interference Avoidance |
Keyword(5) |
|
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Takahiro Ito |
1st Author's Affiliation |
Hiroshima City University (Hiroshima City Univ.) |
2nd Author's Name |
Aoi Nakamae |
2nd Author's Affiliation |
Hiroshima City University (Hiroshima City Univ.) |
3rd Author's Name |
Masaaki Yamanaka |
3rd Author's Affiliation |
Japan Coast Guard Academy (Japan Coast Guard Academy) |
4th Author's Name |
Hirokazu Tanaka |
4th Author's Affiliation |
Hiroshima City University (Hiroshima City Univ.) |
5th Author's Name |
|
5th Author's Affiliation |
() |
6th Author's Name |
|
6th Author's Affiliation |
() |
7th Author's Name |
|
7th Author's Affiliation |
() |
8th Author's Name |
|
8th Author's Affiliation |
() |
9th Author's Name |
|
9th Author's Affiliation |
() |
10th Author's Name |
|
10th Author's Affiliation |
() |
11th Author's Name |
|
11th Author's Affiliation |
() |
12th Author's Name |
|
12th Author's Affiliation |
() |
13th Author's Name |
|
13th Author's Affiliation |
() |
14th Author's Name |
|
14th Author's Affiliation |
() |
15th Author's Name |
|
15th Author's Affiliation |
() |
16th Author's Name |
|
16th Author's Affiliation |
() |
17th Author's Name |
|
17th Author's Affiliation |
() |
18th Author's Name |
|
18th Author's Affiliation |
() |
19th Author's Name |
|
19th Author's Affiliation |
() |
20th Author's Name |
|
20th Author's Affiliation |
() |
Speaker |
Author-1 |
Date Time |
2022-01-22 14:55:00 |
Presentation Time |
25 minutes |
Registration for |
MICT |
Paper # |
NLP2021-110, MICT2021-85, MBE2021-71 |
Volume (vol) |
vol.121 |
Number (no) |
no.335(NLP), no.336(MICT), no.337(MBE) |
Page |
pp.175-180 |
#Pages |
6 |
Date of Issue |
2022-01-14 (NLP, MICT, MBE) |
|