2009 Fiscal Year Final Research Report
Reconstruction of statistical mechanical informatics via the concept of information entropy and applications to information and communication theory
| Project/Area Number |
18079010
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| Research Category |
Grant-in-Aid for Scientific Research on Priority Areas
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| Allocation Type | Single-year Grants |
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| Review Section |
Science and Engineering
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| Research Institution | Kyoto University |
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Principal Investigator |
TANAKA Toshiyuki Kyoto University, 大学院・情報学研究科, 教授 (10254153)
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| Co-Investigator(Kenkyū-buntansha) |
NAKAMURA Kazutaka 京都大学, 大学院・情報学研究科, 助教
TAKEUCHI Keigo 電気通信大学, 電気通信学部, 助教 (30549697)
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| Project Period (FY) |
2006 – 2009
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| Keywords | 情報統計力学 / CDMA通信 / MIMO通信 / レプリカ法 / ランダム行列 / 圧縮センシング |
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| Research Abstract |
Through revisiting the framework of statistical-mechanical nformatics for analyzing problems in the fields of information and communication in terms f information theory and statistical estimation theory, we have aimed at reformulating the ramework of statistical-mechanical informatics, as well as consolidating its efficiency, as a oolbox applicable to more realistic problem settings. In particular, in situations where ne cannot assume perfect knowledge about channel states, which are of principal concern n the context of wireless communication, we have shown that the analytical framework of tatistical-mechanical informatics is successfully applied to such situations to yield useful indings in view of designing wireless communication systems, demonstrating its efficiency.
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