| Presentation | 2002/2/26 Adaptive Least-Squares Method for MIMO System Identification Yuichi TANJI, Masaya SUZUKI, Takayuki WATANABE, Hideki ASAI, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The selective orthogonalization for system identification was proposed, where the redundancy of the model was removed and nearly optimal model (reduced-order model) was obtained. In this report, we extend the algorithm to MIMO system identification, to show that monitoring L_2-norm for residual matrix is suitable for the model order reduction. The numerical example for modeling RLCG transmission line characterized by sampled data is presented, and our consideration is also validated numerically. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Least-Squares Method / Orthogonal Transform / Model Order Reduction / Mixed Microwave and Circuit Simulation / Signal Integrity |
| Paper # | CS2001-141 |
| Date of Issue |
| Conference Information | |
| Committee | CS |
|---|---|
| Conference Date | 2002/2/26(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Communication Systems (CS) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Adaptive Least-Squares Method for MIMO System Identification |
| Sub Title (in English) | |
| Keyword(1) | Least-Squares Method |
| Keyword(2) | Orthogonal Transform |
| Keyword(3) | Model Order Reduction |
| Keyword(4) | Mixed Microwave and Circuit Simulation |
| Keyword(5) | Signal Integrity |
| 1st Author's Name | Yuichi TANJI |
| 1st Author's Affiliation | Dept. of RISE, Kagawa University() |
| 2nd Author's Name | Masaya SUZUKI |
| 2nd Author's Affiliation | Dept. of Systems Eng., Shizuoka University, |
| 3rd Author's Name | Takayuki WATANABE |
| 3rd Author's Affiliation | School of Administration & Informatics, University of Shizuoka, |
| 4th Author's Name | Hideki ASAI |
| 4th Author's Affiliation | Dept. of Systems Eng., Shizuoka University, |
| Date | 2002/2/26 |
| Paper # | CS2001-141 |
| Volume (vol) | vol.101 |
| Number (no) | 670 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |