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Acceleration of parallel robot kinematic calculations in FPGA

机译:在FPGA中加速并行机器人运动学计算

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An application of field programmable gate arrays (FPGA) to accelerate calculations of the inverse kinematics problem solution for a parallel robot is presented in the paper. The robot is designed for milling by moving a milling cutter along a desired trajectory generated in the Cartesian space. For a position controller of the robot, each point of the trajectory must be transformed into the joint space by the solution of the inverse kinematics problem, thus must be calculated on-line at high frequency. The paper shows how to decrease the calculation time, preserving required accuracy, by augmenting the arithmetic-logic unit (ALU) of a microprocessor with custom instructions. The hardware implementation of the accelerator is described and results of calculations performed in an Altera FPGA chip are analyzed.
机译:本文提出了一种现场可编程门阵列(FPGA)加速并行机器人逆运动学问题解决方案计算的应用。该机器人设计用于通过沿直角坐标系空间中生成的所需轨迹移动铣刀来进行铣削。对于机器人的位置控制器,必须通过逆运动学问题的解决方案将轨迹的每个点转换为关节空间,因此必须以高频率在线计算。本文展示了如何通过使用自定义指令扩展微处理器的算术逻辑单元(ALU)来减少计算时间,保持所需的精度。描述了加速器的硬件实现,并分析了在Altera FPGA芯片中执行的计算结果。

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