| Presentation | 1997/6/26 A Criterion for Signal Detection Based on Statistics of Maximum Likelihood Fumiki Kitagawa, Masakiyo Suzuki, Nobuo Nagai, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper presents a new criterion for detecting the number of superimposed signals that can be applied to the case of small data samples available, while conventional methods based on infomation criteria have defficulties. The propposed method is based on the statistical property of maximum likelihood for the observational model supposed a signal number. This approach can be used for super resolution techniques for bearing estimation or harmonic retrieval, such as MUSIC and Maximum Likelihood method that provide high resolution with small samples. At last, simulation results explain the property and validity of the proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | signal number detection / MDL / Maximum Likelihood method / bearing estimate / harmonic retrieval |
| Paper # | CAS97-1 |
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| Conference Information | |
| Committee | VLD |
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| Conference Date | 1997/6/26(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | VLSI Design Technologies (VLD) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Criterion for Signal Detection Based on Statistics of Maximum Likelihood |
| Sub Title (in English) | |
| Keyword(1) | signal number detection |
| Keyword(2) | MDL |
| Keyword(3) | Maximum Likelihood method |
| Keyword(4) | bearing estimate |
| Keyword(5) | harmonic retrieval |
| 1st Author's Name | Fumiki Kitagawa |
| 1st Author's Affiliation | Reserch Institute for Electronic Science, Hokkaido Univ.() |
| 2nd Author's Name | Masakiyo Suzuki |
| 2nd Author's Affiliation | Reserch Institute for Electronic Science, Hokkaido Univ. |
| 3rd Author's Name | Nobuo Nagai |
| 3rd Author's Affiliation | Reserch Institute for Electronic Science, Hokkaido Univ. |
| Date | 1997/6/26 |
| Paper # | CAS97-1 |
| Volume (vol) | vol.97 |
| Number (no) | 138 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |