Unmanned Systems: A Lab Based Robotic Arm for Grasping Phase II

Abstract

A 6 Degrees of Freedom (DOF) Leap Motion Controller (LMC) was characterized in position and accuracy for robotic arm control. Tests were conducted with linear and planar trajectories for input into the Kinova Jaco interface. The objective was to produce an intuitive and adaptive system that mimicked natural hand motion. Algorithms in C++ were produced to translate the LMC Cartesian position information to the Jaco Arm reference frame. Data showed that the LMC detector was quite sensitive to human hand jitter. Post-processing low-pass Fast Fourier Transform (FFT) filter techniques were employed to mitigate this problem. The LMC hand motion volume parameters were empirically scaled, in the Cartesian frame, to match Jaco motion operational requirements. It was determined that the LMC can be successfully used as an input device for the Jaco robotic arm control. Robotic arm trajectory latency issues were negligible when the Jaco Arm parameters for displacement trajectory rates were not violated and this was successfully managed in program code and user visual input.

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Document Details

Document Type
Technical Report
Publication Date
Dec 01, 2016
Accession Number
AD1030986

Entities

People

  • Pedro R Hayden

Organizations

  • Naval Postgraduate School

Tags

Communities of Interest

  • Autonomy
  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Adaptive Systems
  • Algorithms
  • Application Software
  • Assembly Lines
  • Bandpass Filters
  • Cartesian Coordinates
  • Computer Programming
  • Control Systems
  • Detectors
  • Environment
  • Fast Fourier Transforms
  • Robotics
  • Software Development
  • Time Domain
  • Trajectories
  • Unmanned
  • Unmanned Systems

Readers

  • Astronomy/Astrophysics
  • Finite Element Method (FEM) for solving Partial Differential Equations (PDEs)
  • Unmanned Aerial System (UAS) Autonomous Capabilities and Mission Reconnaissance.

Technology Areas

  • AI & ML
  • AI & ML - Autonomous Systems
  • AI & ML - Bayesian Inference
  • Autonomy