| Presentation | 2015-09-01 Graph Fourier Transform-Based Network Tomography for Location Dependent Wireless Channels Tatsuya Morita, Takahiro Matsuda, Tetsuya Takine, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Network tomography is an inference technique for internal network characteristics from end-to-end measurements. In this article, we consider network tomography for estimating packet loss rates in a wireless multihop network over a location-dependent wireless channel, and propose a new network tomography scheme based on graph Fourier transform, which is de ned by eigenvectors of the graph Laplacian matrix. In the location-dependent wireless channel, a node state vector, representing packet loss rates of nodes, can be approximated to a sparse vector in the graph Fourier transform domain. The proposed scheme estimates the graph Fourier transformed node state vector with compressed sensing. We evaluate the performance of the proposed scheme with simulation experiments. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | network tomography / graph Fourier transform / compressed sensing / graph Laplacian matrix |
| Paper # | CQ2015-45 |
| Date of Issue | 2015-08-25 (CQ) |
| Conference Information | |
| Committee | CQ |
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| Conference Date | 2015/9/1(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyoto Institute of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Kyoko Yamori(Asahi Univ.) |
| Vice Chair | Takanori Hayashi(NTT) / Hideyuki Shimonishi(NEC) |
| Secretary | Takanori Hayashi(NEC) / Hideyuki Shimonishi(Osaka Univ.) |
| Assistant | Masahiro Yamamoto(OKI) / Bo GU(Waseda Univ.) / Hirantha Abeysekera(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Communication Quality |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Graph Fourier Transform-Based Network Tomography for Location Dependent Wireless Channels |
| Sub Title (in English) | |
| Keyword(1) | network tomography |
| Keyword(2) | graph Fourier transform |
| Keyword(3) | compressed sensing |
| Keyword(4) | graph Laplacian matrix |
| 1st Author's Name | Tatsuya Morita |
| 1st Author's Affiliation | Osaka University(Osaka Univ) |
| 2nd Author's Name | Takahiro Matsuda |
| 2nd Author's Affiliation | Osaka University(Osaka Univ) |
| 3rd Author's Name | Tetsuya Takine |
| 3rd Author's Affiliation | Osaka University(Osaka Univ) |
| Date | 2015-09-01 |
| Paper # | CQ2015-45 |
| Volume (vol) | vol.115 |
| Number (no) | CQ-206 |
| Page | pp.pp.31-36(CQ), |
| #Pages | 6 |
| Date of Issue | 2015-08-25 (CQ) |