Title :
Tactile tomographic fluid-flow imaging with a robotic whisker array
Author :
Tuna, Cagdas ; Jones, Douglas L. ; Kamalabadi, Farzad
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
Abstract :
Current sensory array systems do not fully exploit tactile sensing strategies widely used by vibrissal sensing animals to explore their surroundings. We develop a new tactile fluid-flow imaging technique, which relates rat´s whisker movements to tomographic imaging to extract fluid-flow characteristics with a robotic whisker array. At high Reynolds numbers, the drag force on a whisker segment is proportional to the relative velocity squared, and acts as a distributed load along the whisker length. Therefore, we propose that it is possible to map out the 2-D cross-sectional mean fluid-flow velocity field with a robotic whisker array by measuring the moment sensed at each whisker base from different directions for tomographic reconstruction. The associated inverse problem for the tomographic image formation is formulated as a MAP estimation problem and solved computationally. The experimental results demonstrate that this new approach offers a fundamentally novel sensor technology for flow-field measurements.
Keywords :
biomimetics; flow sensors; maximum likelihood estimation; robots; tactile sensors; tomography; 2D cross-sectional mean fluid-flow velocity; MAP estimation problem; Reynolds number; drag force; flow-field measurement; inverse problem; rat whisker movement; relative velocity; robotic whisker array; tactile sensing; tactile tomographic fluid-flow imaging; tomographic image formation; Arrays; Image reconstruction; Robot sensing systems; Tomography; Robotic whiskers; flow imaging; inverse problem; tactile sensing; tomography;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
Conference_Location :
Florence
DOI :
10.1109/ICASSP.2014.6854920