Information: Join today and make your research activities more affordable! Technical workshop participation fees and annual registration fees are available at member rates.
Notice: [Important] Announcement of Changes to Registration Fee Payment and Manuscript Upload Procedures for IEICE Technical Meetings
IEICE Technical Committee Submission System
Conference Paper's Information		 Online Proceedings
[Sign in]
Tech. Rep. Archives
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2026-05-15 11:00
Fast Autonomous Distributed Spectral Clustering for MANETs with Dynamic Topologies
Haruka Hatanaka, Kazuki Nakajima (Tokyo Metropolitan Univ.), Cahisa Takano (Hiroshima City Univ.), Masaki Aida (Tokyo Metropolitan Univ.) IN2026-10
Abstract (in Japanese) (See Japanese page) 
(in English) In mobile ad hoc networks (MANETs), where wireless terminals relay packets to distant terminals, cluster-based hierarchical routing is effective for achieving scalable routing control. Because MANETs do not assume centralized control, autonomous distributed spectral clustering that does not require global network information is needed. Previous studies have investigated autonomous distributed spectral clustering that remains scalable even when node density increases; however, cluster formation with a small number of iterations has not been sufficiently studied.
To apply the method to dynamic environments with changing topologies, operation with fewer iterations is required in terms of computational cost and responsiveness to topology changes. In this paper, we consider a dynamic environment with node mobility and apply accelerated autonomous distributed spectral clustering with a reduced number of iterations. We evaluate the stability of the resulting cluster structures and the controllability of the number of clusters.
Simulation results show that cluster structures can be formed without significantly increasing cluster-size variability even with a small number of iterations, and that, in dynamic environments, reinitializing the state variables after each node movement enables long-term maintenance of control over the number of clusters.
Keyword (in Japanese) (See Japanese page) 
(in English) multi-hop wireless networks / autonomous distributed clustering / spectral clustering / / / / /  
Reference Info. IEICE Tech. Rep., vol. 126, no. 22, IN2026-10, pp. 47-53, May 2026.
Paper # IN2026-10 
Date of Issue 2026-05-07 (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 IN2026-10

Conference Information
Committee IN RCS NV  
Conference Date 2026-05-14 - 2026-05-15 
Place (in Japanese) (See Japanese page) 
Place (in English) Hiroshima City University Satellite Campus 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Ad-Hoc/Sensor Networks/MANET, Mobile Networks, M2M/IoT Communications, Wi-Fi, IEEE802.15(ZigBee) and others 
Paper Information
Registration To IN 
Conference Code 2026-05-IN-RCS-NV 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Fast Autonomous Distributed Spectral Clustering for MANETs with Dynamic Topologies 
Sub Title (in English)  
Keyword(1) multi-hop wireless networks  
Keyword(2) autonomous distributed clustering  
Keyword(3) spectral clustering  
Keyword(4)  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Haruka Hatanaka  
1st Author's Affiliation Tokyo Metropolitan University (Tokyo Metropolitan Univ.)
2nd Author's Name Kazuki Nakajima  
2nd Author's Affiliation Tokyo Metropolitan University (Tokyo Metropolitan Univ.)
3rd Author's Name Cahisa Takano  
3rd Author's Affiliation Hiroshima City University (Hiroshima City Univ.)
4th Author's Name Masaki Aida  
4th Author's Affiliation Tokyo Metropolitan University (Tokyo Metropolitan 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 ()
21st Author's Name  
21st Author's Affiliation ()
22nd Author's Name  
22nd Author's Affiliation ()
23rd Author's Name  
23rd Author's Affiliation ()
24th Author's Name  
24th Author's Affiliation ()
25th Author's Name  
25th Author's Affiliation ()
26th Author's Name / /
26th Author's Affiliation ()
()
27th Author's Name / /
27th Author's Affiliation ()
()
28th Author's Name / /
28th Author's Affiliation ()
()
29th Author's Name / /
29th Author's Affiliation ()
()
30th Author's Name / /
30th Author's Affiliation ()
()
31st Author's Name / /
31st Author's Affiliation ()
()
32nd Author's Name / /
32nd Author's Affiliation ()
()
33rd Author's Name / /
33rd Author's Affiliation ()
()
34th Author's Name / /
34th Author's Affiliation ()
()
35th Author's Name / /
35th Author's Affiliation ()
()
36th Author's Name / /
36th Author's Affiliation ()
()
Speaker Author-1 
Date Time 2026-05-15 11:00:00 
Presentation Time 25 minutes 
Registration for IN 
Paper # IN2026-10 
Volume (vol) vol.126 
Number (no) no.22 
Page pp.47-53 
#Pages 7 
Date of Issue 2026-05-07 (IN) 

[Return to Top Page]

[Return to IEICE Web Page]
The Institute of Electronics, Information and Communication Engineers (IEICE), Japan