Title :
Statistical design of a 3D microarray with position-encoded microspheres
Author :
Sarder, Pinaki ; Nehorai, Arye
Author_Institution :
Dept. of Electr. & Syst. Eng., Washington Univ. in St. Louis, St. Louis, MO, USA
Abstract :
We propose a three-dimensional (3D) microarray device with fixed distance between the microspheres. The microspheres in the new device have controllable positions. To design the layout of our proposed device, we consider an optimal statistical performance analysis for imaging the microspheres. We compute the posterior Crame¿r-Rao bound on the error in estimating the unknown imaging parameters and use the bound to compute the minimal distance between the microspheres, which provides a desired level of statistical imaging performance. We illustrate our concept using a numerical example. The proposed microarray has high sensitivity, efficient packing density, and guaranteed imaging performance. It identifies targets based on the microspheres´ locations, allowing significantly simplified imaging analysis.
Keywords :
bioMEMS; biomedical equipment; biomedical imaging; design of experiments; 3D microarray; Cramer-Rao bound; efficient packing density; imaging parameter estimation; microarray sensitivity; position-encoded microspheres; statistical imaging performance; Additive noise; Biomedical optical imaging; Conferences; Design engineering; Fluorescence; Image analysis; Optical imaging; Optical sensors; Process design; Systems engineering and theory;
Conference_Titel :
Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2009 3rd IEEE International Workshop on
Conference_Location :
Aruba, Dutch Antilles
Print_ISBN :
978-1-4244-5179-1
Electronic_ISBN :
978-1-4244-5180-7
DOI :
10.1109/CAMSAP.2009.5413312