| Presentation | 2003/1/15 Blind Identification of MIMO-FIR Systems with Colored Input Using Cumulant Matrix Bin GUO, Katsumi YAMASHITA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, some approaches have been presented to solve blind identification of a Mutiple-Input Multiple-Output Finite Impulse Response (MIMO-FIR) system with colored input using the second-order statistics (SOS) under some assumptions for source signals. However, in some applications, these assamptions, for example, white input signal, become very strong. In this report, under a weaker condition, which the source signals are spatially independent, temporally second-order uncorrelated but fourth-order correlated, we propose a new approach based on fourth-order cumulant matrix. First, a set of cumulant matrix is created from the fourth-order cumulant of output signals of unknown channels. Then all of these cumulant matrix can be combined in a joint diagonalization scheme to achive a identification result. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Blind identification / MIMO-FIR systems / colored source / fourth order statistics / joint diagonalization |
| Paper # | CAS2002-110 |
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| Conference Information | |
| Committee | CAS |
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| Conference Date | 2003/1/15(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Circuits and Systems (CAS) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Blind Identification of MIMO-FIR Systems with Colored Input Using Cumulant Matrix |
| Sub Title (in English) | |
| Keyword(1) | Blind identification |
| Keyword(2) | MIMO-FIR systems |
| Keyword(3) | colored source |
| Keyword(4) | fourth order statistics |
| Keyword(5) | joint diagonalization |
| 1st Author's Name | Bin GUO |
| 1st Author's Affiliation | Graduate School of Engineering,Osaka Prefecture University() |
| 2nd Author's Name | Katsumi YAMASHITA |
| 2nd Author's Affiliation | Graduate School of Engineering,Osaka Prefecture University |
| Date | 2003/1/15 |
| Paper # | CAS2002-110 |
| Volume (vol) | vol.102 |
| Number (no) | 572 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |