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 2008-06-26 10:00
Incremental Adaptive Filtering Over Distributed Networks Using Parallel Projection Onto Hyperslabs
Noriyuki Takahashi, Isao Yamada (Tokyo Inst. of Tech.) CAS2008-4 VLD2008-17 SIP2008-38
Abstract (in Japanese) (See Japanese page) 
(in English) This paper presents adaptive incremental algorithms using the metric projections onto closed hyperslabs for adaptive estimation problem over distributed networks. Our approach is to minimize the sum of mean distances to closed hyperslabs that are highly expected to contain an unknown parameter by using the incremental subgradient projection method, which we have recently developed to minimize the sum of convex functions. The proposed adaptive algorithms are then derived as stochastic approximations of this method. A numerical example shows the fast convergence of the proposed algorithms.
Keyword (in Japanese) (See Japanese page) 
(in English) Adaptive network / consensus / incremental algorithm / hyperslab / projection / distributed processing / /  
Reference Info. IEICE Tech. Rep., vol. 108, no. 108, SIP2008-38, pp. 17-22, June 2008.
Paper # SIP2008-38 
Date of Issue 2008-06-19 (CAS, VLD, SIP) 
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 CAS2008-4 VLD2008-17 SIP2008-38

Conference Information
Committee VLD CAS SIP  
Conference Date 2008-06-26 - 2008-06-27 
Place (in Japanese) (See Japanese page) 
Place (in English) Hokkaido Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To SIP 
Conference Code 2008-06-VLD-CAS-SIP 
Language English 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Incremental Adaptive Filtering Over Distributed Networks Using Parallel Projection Onto Hyperslabs 
Sub Title (in English)  
Keyword(1) Adaptive network  
Keyword(2) consensus  
Keyword(3) incremental algorithm  
Keyword(4) hyperslab  
Keyword(5) projection  
Keyword(6) distributed processing  
Keyword(7)  
Keyword(8)  
1st Author's Name Noriyuki Takahashi  
1st Author's Affiliation Tokyo Institute of Technology (Tokyo Inst. of Tech.)
2nd Author's Name Isao Yamada  
2nd Author's Affiliation Tokyo Institute of Technology (Tokyo Inst. of Tech.)
3rd Author's Name  
3rd Author's Affiliation ()
4th Author's Name  
4th Author's Affiliation ()
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 2008-06-26 10:00:00 
Presentation Time 20 minutes 
Registration for SIP 
Paper # CAS2008-4, VLD2008-17, SIP2008-38 
Volume (vol) vol.108 
Number (no) no.104(CAS), no.106(VLD), no.108(SIP) 
Page pp.17-22 
#Pages
Date of Issue 2008-06-19 (CAS, VLD, SIP) 


[Return to Top Page]

[Return to IEICE Web Page]


The Institute of Electronics, Information and Communication Engineers (IEICE), Japan