Various Robotic Applications of Perturbation/Correlation Method
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We propose a novel technique for acquiring effective information for obstacle avoidance in mobile robot navigation and for object detection in vision image. Instead of simply receiving data at a single point, we actively give perturbations to the system and measure the response from the system. Correlating the input and the output, we can formulate the correlation function and, useful information such as gradient can be obtained from this function. This algorithm is applied to the obstacle avoidance in mobile robot navigation and the object detection in vision image processing.
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2010 ◽
Vol 52
(5-8)
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pp. 763-775
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2014 ◽
Vol 91
(14)
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pp. 36-41
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