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Design of a Canine Inspired Quadruped Robot as a Platform for Synthetic Neural Network Control

机译:犬启发式四足机器人作为综合神经网络控制平台的设计

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Legged locomotion is a feat ubiquitous throughout the animal kingdom, but modern robots still fall far short of similar achievements. This paper presents the design of a canine-inspired quadruped robot named DoggyDeux as a platform for synthetic neural network (SNN) research that may be one avenue for robots to attain animal-like agility and adaptability. DoggyDeux features a fully 3D printed frame, 24 braided pneumatic actuators (BPAs) that drive four 3-DOF limbs in antagonistic extensor-flexor pairs, and an electrical system that allows it to respond to commands from a SNN comprised of central pattern generators (CPGs). Compared to the previous version of this robot, DoggyDeux eliminates out-of-plane bending moments on the legs, has biologically realistic joint range of motion for walking, and eliminates buckling of the BPAs by utilizing a biologically inspired muscle attachment approach. A simple SNN comprised of a single isolated CPG for each joint is used to control the front left leg on DoggyDeux and joint angle data from this leg is collected to verify that the robot responds correctly to inputs from its SNN. Future design work on DoggyDeux will involve further improving the muscle attachment mechanism, while future SNN research will include expanding the robot's SNN to achieve coordinated locomotion with all four legs utilizing sensory feedback.
机译:腿部运动在整个动物界都很普遍,但是现代机器人仍远未达到类似的成就。本文介绍了一种名为DoggyDeux的犬类四足机器人的设计,该机器人作为合成神经网络(SNN)研究的平台,可能是机器人获得类动物敏捷性和适应性的一种途径。 DoggyDeux具有完整的3D打印框架,24个编织气动执行器(BPA),可驱动敌对伸屈肌对中的四个3-DOF肢体,并具有一个电气系统,使其能够响应来自由中央模式发生器(CPG)组成的SNN的命令)。与该机器人的先前版本相比,DoggyDeux消除了腿部的平面外弯矩,具有生物学上逼真的行走关节运动范围,并通过利用生物学启发的肌肉附着方法消除了BPA的屈曲。一个简单的SNN(由每个关节的单个隔离的CPG组成)用于控制DoggyDeux上的左前腿,并收集来自该腿的关节角度数据,以验证机器人是否正确响应了其SNN的输入。 DoggyDeux的未来设计工作将涉及进一步改善肌肉附着机制,而未来的SNN研究将包括扩展机器人的SNN,以利用感官反馈使所有四条腿实现协调的运动。

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