Title :
Smart motion sensing for autonomous robots
Author :
Mandloi, N.K. ; Bartolozzi, C. ; Indiveri, G.
Author_Institution :
iCub Facility, Ist. Italiano di Tecnol., Genoa, Italy
Abstract :
Small autonomous robots require fast, compact, and low-power sensors for processing visual signals and safely navigating in their environment. We present a custom VLSI vision sensor with these characteristics that provides information on the scene contrast, local motion, and position of salient targets. The Tracker Motion Sensor (TMS) is a mixed signal vision system with focal-plane continuous time processing circuits that computes spatial and temporal derivatives for performing edge detection, and for measuring their velocity and direction. In addition, the TMS contains analog circuits that implement a model of selective attention that reports the position of visual targets in order of decreasing saliency. We describe the main circuit blocks and present measurements from the fabricated chip to show how it is an ideal sensor for robotic applications that must select and track moving targets.
Keywords :
VLSI; edge detection; image sensors; mobile robots; motion estimation; navigation; robot vision; target tracking; TMS; VLSI vision sensor; circuit blocks; compact sensors; edge detection; fast sensors; low-power sensors; moving target tracking; navigation; small autonomous robots; smart motion sensing; tracker motion sensor; visual signals; Image edge detection; Robot sensing systems; Tracking; Very large scale integration; Visualization;
Conference_Titel :
Biomedical Circuits and Systems Conference (BioCAS), 2014 IEEE
Conference_Location :
Lausanne
DOI :
10.1109/BioCAS.2014.6981777