Redundancy parameterization and inverse kinematics of 7-DOF revolute manipulators

TL;DR

This paper introduces a new redundancy parameterization for 7-DOF robotic arms using a generalized SEW angle, addressing singularities and providing efficient inverse kinematics solutions for improved manipulability.

Contribution

It proposes a novel generalized SEW angle with a special stereographic reference, analyzes singularities, and develops robust inverse kinematics methods for 7-DOF manipulators.

Findings

The stereographic SEW angle reduces singularity issues.

Efficient inverse kinematics solutions are provided for most 7R robots.

Solutions include closed-form and search-based methods.

Abstract

Seven degree-of-freedom (DOF) robot arms have one redundant DOF which does not change the motion of the end effector. The redundant DOF offers greater manipulability of the arm configuration to avoid obstacles and singularities, but it must be parameterized to fully specify the joint angles for a given end effector pose. For 7-DOF revolute (7R) manipulators, we introduce a new concept of generalized shoulder-elbow-wrist (SEW) angle, a generalization of the conventional SEW angle but with an arbitrary choice of the reference direction function. The SEW angle is widely used and easy for human operators to visualize as a rotation of the elbow about the shoulder-wrist line. Since other redundancy parameterizations including the conventional SEW angle encounter an algorithmic singularity along a line in the workspace, we introduce a special choice of the reference direction function called the stereographic SEW angle which has a singularity only along a half-line, which can be placed out of reach. We prove that such a singularity is unavoidable for any parameterization. We also include expressions for the SEW angle Jacobian along with singularity analysis. Finally, we provide efficient and singularity-robust inverse kinematics solutions for most known 7R manipulators using the general SEW angle and the subproblem decomposition method. These solutions are often closed-form but may sometimes involve a 1D or 2D search in the general case. Search-based solutions may be converted to finding zeros of a high-order polynomial. Inverse kinematics solutions, examples, and evaluations are available in a publicly accessible repository.