最大エントロピー事前分布を使うポジティブシステム同定方法
Positive system identification using the maximum entropy prior
概要
This paper considers improving Bayesian identification procedures from a prior distribution selection perspective. We exploit the maximum entropy priors for positive system identification problems. The simulation results demonstrate the outperformance of the maximum entropy prior.
産業界への展開例・適用分野
In reality, this result can be applied to identify positive network systems. A precise network model can benefit the analysis and control of communication in networks.
研究者
| 氏名 | 専攻 | 研究室 | 役職/学年 |
|---|---|---|---|
| テイ マン | 数理工学専攻 | 制御システム理論 | 博士2回生 |