A new approach for grasp quality calculation using continuous boundary formulation of grasp wrench space

نویسندگان

چکیده

In this paper, we aim to use a continuous formulation efficiently calculate the well-known wrench-based grasp metric proposed by Ferrari and Canny which is minimum distance from wrench space origin boundary of space. Considering L∞ nonlinear friction cone model, challenge calculating determine Instead relying on convex hull construction, propose formulate as functions. By doing so, problem quality calculation can be solved typical least-square problems it easily implemented employing off-the-shelf optimization algorithms. Numerical tests will demonstrate advantages compared conventional hull-based methods.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Towards Bayesian Grasp Optimization with Wrench Space Analysis

Grasp planning and optimization have been hot topics in the last decade. Due to the complexity of generating good grasps in analytic form for arbitrary objects, most of the proposed approaches rely on sampling strategies: candidate grasps are generated according to some criteria and then ranked with some quality metric. Uniform sampling around heuristic pre-grasps [1], [2], simulated annealing ...

متن کامل

Speeding up continuous GRASP

Continuous GRASP (C-GRASP) is a stochastic local search metaheuristic for finding cost-efficient solutions to continuous global optimization problems subject to box constraints (Hirsch et al., 2006). Like a greedy randomized adaptive search procedure (GRASP), a C-GRASP is a multi-start procedure where a starting solution for local improvement is constructed in a greedy randomized fashion. In th...

متن کامل

Grasp Quality Computations

Prewious grasp quality research i s main ly theoretical, and has assumed that contact types and positions are given, in order t o preserve the generality of the proposed quality measures. T h e example results provided by these works either ignore hand geometry and kinematics entirely o r involve only the simplest of grippers. W e present a unique grasp analysis sys tem that, when given a 3 0 o...

متن کامل

Grasp quality measures

The correct grasp of objects is a key aspect for the right fulfillment of a given task. In robotics, the development of grippers more and more complex and versatile, such as mechanical hands, augments the necessity for algorithms to automatically determine grasps, and in a parallel way, arises the need to quantify the quality of the generated grasps in order to optimize them. This work reviews ...

متن کامل

Global optimization by continuous grasp

We introduce a novel global optimizationmethod calledContinuous GRASP (C-GRASP) which extends Feo and Resende’s greedy randomized adaptive search procedure (GRASP) from the domain of discrete optimization to that of continuous global optimization. This stochastic local search method is simple to implement, is widely applicable, and does not make use of derivative information, thus making it a w...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Mechanism and Machine Theory

سال: 2022

ISSN: ['1873-3999', '0094-114X']

DOI: https://doi.org/10.1016/j.mechmachtheory.2021.104524