Title :
A least-squares method for periodic signals of cell cycle to estimate protein networks
Author :
Azuma, Takehito ; Ito, Mayumi ; Takahashi, Nariko ; Adachi, Shuchi
Author_Institution :
Dept. of Electr. & Electron. Eng., Utsunomiya Univ., Utsunomiya, Japan
Abstract :
This paper considers a least-squares method for state space models by using periodic signals and two theoretical properties of the least-squares method are shown. Moreover the least-squares method considered in this paper is applied to an estimation problem of protein networks for cell cycle in budding yeast. The derived properties of the least-squares method are verified in the estimation problem and the approach to estimate protein networks for cell cycle is demonstrated.
Keywords :
biology; cellular biophysics; least squares approximations; microorganisms; molecular biophysics; proteins; budding yeast; cell cycle; estimation problem; least square method; periodic signals; protein networks; state space models;
Conference_Titel :
Control Conference (ASCC), 2011 8th Asian
Conference_Location :
Kaohsiung
Print_ISBN :
978-1-61284-487-9
Electronic_ISBN :
978-89-956056-4-6
