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生物可信视觉伺服控制的实施和验证

Implementation and Validation of Bioplausible Visual Servoing Control
作者:Ganesan, V.Koppel, A.Han, S.Conroy, J.Wickenden, A. 作者单位:Army Research Lab., Adelphi, MD. Sensors and Electron Devices Directorate. 加工时间:2014-07-31 信息来源:科技报告(AD) 索取原文[32 页]
关键词:控制器;视觉伺服控制
摘 要:In this report, we compare the performance of the Lucas-Kanade algorithm with feature tracking with the bioplausible optical flow algorithm to achieve pose stabilization in the context of one-dimensional (1-D) attitude stabilization. These results have been benchmarked against an ideal controller in both simulation and robotic experimentation. Within both environments, the accuracy, stability, and settling time were evaluated as a function of contrast and system noise. Both algorithms achieved reasonable performance when compared to the ideal controller, but in most cases the Lucas-Kanade algorithm outperformed the bioplausible algorithm. Within the evaluated serial implementation, the Lucas-Kanade algorithm was also faster. It is anticipated that both performance and processing speed will improve for the bioplausible algorithm when it is implemented in a parallel instantiation.
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