Title :
Coping with Noise in E. coli Chemotaxis
Author :
Andrews, Burton W. ; Iglesias, Pablo A. ; Yi, Tau-Mu
Author_Institution :
Johns Hopkins Univ., Baltimore
Abstract :
In this work, we use theoretical tools to study the effects of noise on the ability of a cell to chemotax and, more specifically, how bacteria cope. We first use simulations to show that adaptation time (filter cutoff frequency) affects the chemotactic performance of the cell and that mere exists an optimal adaptation time that allows cells to chemotax tire furthest. Having shown that the adaptation time can make a difference to chemotactic efficiency we conjecture that this effect is predicated on the ability of the cell to estimate its environment accurately in the presence of noise.
Keywords :
Kalman filters; biochemistry; E coli chemotaxis; adaptation time; chemotactic performance; filter cutoff frequency; noise; optimal filter; Biological cells; Biology computing; Cells (biology); Chemicals; Cutoff frequency; Filters; Microorganisms; Robust control; Signal processing; Systems engineering and theory; E. coli; bacteria; chemotaxis; noise; optimal filter;
Conference_Titel :
Information Sciences and Systems, 2007. CISS '07. 41st Annual Conference on
Conference_Location :
Baltimore, MD
Print_ISBN :
1-4244-1063-3
Electronic_ISBN :
1-4244-1037-1
DOI :
10.1109/CISS.2007.4298345