| Presentation | 2008-06-26 Incremental Adaptive Filtering Over Distributed Networks Using Parallel Projection Onto Hyperslabs Noriyuki TAKAHASHI, Isao YAMADA, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | Adaptive network / consensus / incremental algorithm / hyperslab / projection / distributed processing |
| Paper # | CAS2008-4,VLD2008-17,SIP2008-38 |
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| Conference Information | |
| Committee | VLD |
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| Conference Date | 2008/6/19(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | VLSI Design Technologies (VLD) |
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| Language | ENG |
| 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 |
| 1st Author's Name | Noriyuki TAKAHASHI |
| 1st Author's Affiliation | Department of Communications and Integrated Systems, Tokyo Institute of Technology() |
| 2nd Author's Name | Isao YAMADA |
| 2nd Author's Affiliation | Department of Communications and Integrated Systems, Tokyo Institute of Technology |
| Date | 2008-06-26 |
| Paper # | CAS2008-4,VLD2008-17,SIP2008-38 |
| Volume (vol) | vol.108 |
| Number (no) | 106 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |