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Milad Asgari

dblp:305/3784 · DBLP profile ↗
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1ranked-venue papers
1as first author
1since 2021 · last 2024
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 1 · 1 first-author · 1 since 2021Systems, architecture and hardware · 1 · 1 first-author · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
1 paper
Motion planning and robot control · 77% Robot manipulation · 23%

Topics — the 2 heaviest of 2, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Robotics › Motion planning and robot control
singularity analysis
0.812024
Singularity Analysis of Kinova's Link 6 Robot Arm via Grassmann Line Geometry · ICRA 2024
Robotics › Robot manipulation › robot manipulator
serial manipulator
0.212024
Singularity Analysis of Kinova's Link 6 Robot Arm via Grassmann Line Geometry · ICRA 2024

Methods — techniques the papers use, named apart from their topics

screw theory · 0.8jacobian analysis · 0.8grassmann line geometry · 0.8
YearPublicationVenuePosition
2024 Singularity Analysis of Kinova's Link 6 Robot Arm via Grassmann Line Geometry
abstract
Unlike parallel robots, for which hundreds of different architectures have been proposed, the vast majority of six-degree-of-freedom (DOF) serial robots have one of two simple architectures. In both architectures, the inverse kinematics can be solved in closed form and the singularities described by trivial geometric and algebraic conditions. These conditions can be readily obtained by analyzing the determinant of the robot’s Jacobian matrix, and provide an in-depth understanding of the robot’s singularities, which is essential for its optimal use. However, for various reasons, robot arms with unorthodox architectures are occasionally designed. Such arms do not have closed-form inverse kinematics and little insight into their singularities can be gained by analyzing the determinant of their Jacobian. One such robot arm for which the conventional singularity analysis approach fails is the new Link 6 collaborative robot by Kinova. In this paper, we study the complex singularities of Link 6 by investigating all possibilities for screw dependencies, deriving a simple equation for each case, and then describing each singularity type using Grassmann line geometry. Twelve different singularity configurations are identified and described with seven relatively simple geometric conditions. Our approach is general and can be applied to other robot arms.
Milad Asgari, Ilian A. Bonev, Clément Gosselin
ICRA1