2010 Fiscal Year Final Research Report
Modern signal and image analysis by generalized entropy
Project/Area Number |
19500245
|
Research Category |
Grant-in-Aid for Scientific Research (C)
|
Allocation Type | Single-year Grants |
Section | 一般 |
Research Field |
Statistical science
|
Research Institution | Kinki University |
Principal Investigator |
KIKKAWA Sho Kinki University, 生物理工学部, 研究員 (30075329)
|
Co-Investigator(Kenkyū-buntansha) |
YOSHIDA Hisashi 近畿大学, 生物理工学部, 准教授 (50278735)
NAKASAKO Noboru 近畿大学, 生物理工学部, 教授 (90188920)
|
Co-Investigator(Renkei-kenkyūsha) |
HASHIMOTO Shuji 早稲田大学, 理工学術院, 教授 (60063806)
|
Project Period (FY) |
2007 – 2010
|
Keywords | α次エントロピー / 画像閾値決定 / 信号解析 / 独立成分分析 / 生体信号解析 / 相互情報量 / IPFM / 移動体間距離推定 |
Research Abstract |
(1) We proposed a new mutual information criterion for deciding an optimal mixture distribution and an optimal threshold. (2) We proposed the usage of Renyi's alpha-entropy as a measure of width of marginal distribution and obtained very intuitive new and simple ICA methods. (3) We proposed an adaptive method for smoothing the periodogram for positive time-frequency representation. For impulse train time-frequency analysis, we proposed an inverse domain demodulation method of IPFM and an objective evaluation method for demodulators. Further, we proposed distance estimation method exploiting time-frequency feature of reflected signal from a moving object.
|