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Optimal Measurement Configurations for Robot Calibration based on Modified Simulated Annealing Algorithm

机译:基于改进模拟退火算法的机器人校准最佳测量配置

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The selection of measurement configurations in robot calibration is investigated. The goal is to select a set of robot measurement configurations with modified simulated annealing algorithm so that the effect of measurement and modeling errors in parameter estimation can be minimized. To accelerate the convergence rate, a suitable cooling schedule is devised. The interactive influences of the parameters in cooling schedule on the algorithm performance are discussed. Experiment results, comparing with those of the local search algorithm, are presented to verify the feasibility of the proposed approach.
机译:研究了机器人校准中测量配置的选择。目标是选择一组具有修改的模拟退火算法的机器人测量配置,从而可以最小化参数估计中的测量和建模误差的效果。为了加速收敛速度,设计了合适的冷却时间表。讨论了对算法性能的冷却时间表中参数的交互式影响。实验结果,与本地搜索算法的实验结果相比,以验证所提出的方法的可行性。

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