Title :
Inversion-based output regulation of chemotaxis using a constrained influx of chemical signaling molecules
Author :
Kishida, Masako ; Braatz, Richard
Author_Institution :
Electr. & Comput. Eng. Dept., Univ. of Canterbury, Christchurch, New Zealand
Abstract :
This paper considers the output regulation of the delivery of chemical signaling molecules to control the movement of cells that act in response to chemical gradients in a phenomenon known as chemotaxis. This study is motivated by recent efforts by tissue engineers to employ chemotaxis to coax cells into developing or regenerating biological tissues and organs. The control problem is to determine the time-varying spatial positioning of and mass flow rate through the tip of a needle that squirts chemical signaling molecules into a fluid where the cells live. The approach is mathematically formulated and the constrained output regulation problem of coupled partial differential equations is solved by combining an inversion-based approach with a finite-volume method in the temporal domain and receding-horizon control. The on-line computational cost is sufficiently low for this control technology to be employed in an experimental system.
Keywords :
biochemistry; biological organs; biological tissues; biology; cell motility; finite volume methods; molecular biophysics; needles; partial differential equations; position control; time-varying systems; biological organs; biological tissues; cell movement control; chemical gradients; chemical signaling molecule; chemotaxis; coax cells; constrained influx; constrained output regulation problem; coupled partial differential equations; finite volume method; inversion-based output regulation; mass flow rate; needle tip; online computational cost; receding-horizon control; temporal domain; time-varying spatial positioning; tissue engineers; Aerospace electronics; Chemicals; Mathematical model; Optimal control; Optimization; Robots; Trajectory;
Conference_Titel :
American Control Conference (ACC), 2013
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4799-0177-7
DOI :
10.1109/ACC.2013.6580363