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Automatic synthesis and verification of compliance mappings

Automatic synthesis and verification of compliance mappings

引用

IEEE International Conference on robotics and automation (ICRA)

作者： S. Vougioukas S. Gottschlich New York State Center for Advanced Technology in Robotics and Automation USA Electrical Computer and Systems Engineering Department Rensselaer Polytechnic Institute NY USA

When the uncertainty is large compared to clearances between objects, some form of compliance is required for a robot to manipulate these objects. Such situations include, but are not restricted to, assembly operations. Compliance can be thought of as a task-dependent mapping from sensed forces to corrective motions which bring the robot closer to its goal. A methodology for the automated synthesis of this mapping is described. The possible erroneous configurations of the robot together with their resulting contact forces are computed, and a corrective motion is identified for each configuration. The validity of the mapping is checked to ensure that the sensed forces will provide unambiguous information during the actual execution of the planned compliant motion.< >

关键词： robotics and automation Robot sensing systems Uncertainty Robotic assembly Path planning Motion planning Damping Systems engineering and theory technology planning Sensor systems

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On computing a distance measure for path planning

On computing a distance measure for path planning

引用

IEEE International Conference on robotics and automation (ICRA)

作者： K. Sridharan H.E. Stephanou S.S. Keerthi New York State Center for Advanced Technology in Automation and Robotics Rensselaer Polytechnic Institute Troy NY USA Department of Computer Science and Automation Indian Institute of Science Bangalore India

Given two objects, A and B, such that A intersection B not= theta , the authors define a measure to characterize the penetration between A and B. They present fast algorithms for computing the measure for planar and p... 详细信息

关键词： Path planning robotics and automation Computer science Object detection Motion measurement Robot motion Euclidean distance Linear programming

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Extrusion process control. II. Identification and open-loop control

Extrusion process control. II. Identification and open-loop ...

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American Control Conference (ACC)

作者： B. Tibbetts J. Wen New York State Center for Advanced Technology in Automation Robotics and Manufacturing and Electrical Computer and Systems Engineering Department Rensselaer Polytechnic Institute Troy NY USA

For pt.I see ibid., p.3726-30. Our work has been focused on developing a methodology for process control of bulk deformation-specifically, extrusion. In Part I, we developed a dynamical system model which could be used for real-time applications. In this paper, we use this model development plus output relationships from our previous model development work (1995, 1996) to develop parameter identification and open-loop control methodologies. An example with plant trial data is provided.

关键词： Process control Open loop systems Equations Temperature sensors Manufacturing automation robotics and automation Automatic control Computer aided manufacturing Manufacturing processes Parameter estimation

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Extrusion process control. I. Dynamical system model development

Extrusion process control. I. Dynamical system model develop...

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American Control Conference (ACC)

Our work has been focused on developing a methodology for process control of bulk deformation-specifically, extrusion. A process model is required for control. The difficulties with currently available models are stated. An appropriate decomposition and associated assumptions are introduced, permitting construction a real-time process model via spectral approximation to solve the axi-symmetric, 2D transient heat conduction equation with heat generation and loss. This solution, simulation results, and model execution times are provided.

关键词： Process control Billets Manufacturing automation robotics and automation Shape Power system modeling Computer aided manufacturing Manufacturing processes Containers Inorganic materials

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Task-based servoing in quaternion space

Task-based servoing in quaternion space

引用

IEEE International Conference on robotics and automation (ICRA)

作者： L. Singh H. Stephanou New York State Center for Advanced Technology in Robotics Automation and Manufacturing and Department of Electrical Computer and Systems Engineering Rensselaer Polytechnic Institute Troy NY USA

This paper introduces and analyzes a method based on vector-quaternion pairs for accomplishing task-based control. The optimal control paradigm has been extended into quaternion space with a complete definition of the control law required to control a plant in such a space. A complete set of derivations of the quaternion algebra used to accomplish the optimal control have also been developed. The advantage of this approach is that it decouples the position and orientation states, thereby reducing the complexity of the control algorithms. The intended application of this research is task-level control of the five-fingered Anthrobot mounted on a PUMA 760.

关键词： Quaternions Optimal control Space technology Orbital robotics Force control robotics and automation Manufacturing automation Computer aided manufacturing Motion control Acceleration

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Optimal Motion Planning for Collision Avoidance of Mobile Robots in Non-stationary Environments

Optimal Motion Planning for Collision Avoidance of Mobile Ro...

引用

American Control Conference (ACC)

作者： K.J. Kyriakopoulos G.N. Saridis New York State Center for Advanced Technology in Automation and Robotics Rensaelaer Polytechnic Institute Troy NY 12160-3590 Rensselaer Polytechnic Institute Troy NY USA

An optimal control formulation of the problem of collision avoidance of mobile robots moving in general terrains containing moving obstscles is presented. A dynamic model of the mobile robot and the dynamic constraints are derived. Collision avoidance is guaranteed if the minimum distance between the robot and the objects is nonzero. A nominal trajectory is assumed to be known from off-line planning. The main idea is to change the velocity along the nominal trajectory so that collisions are avoided. Furthermore, time consistency with the nominal plan is desirable. A numerical solution of the optimization problem is obtained. A perturbation control type of approach is used to update the optimal plan. Simulation results verify the value of the proposed strategy.

关键词： Motion planning Collision avoidance Mobile robots robotics and automation Optimal control Orbital robotics Path planning Robot sensing systems Tellurium Planing

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Dynamic modularization and synchronization for intelligent robot coordination: the concept of functional time-dependency

Dynamic modularization and synchronization for intelligent r...

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IEEE International Conference on robotics and automation (ICRA)

作者： V.G. Kountouris H.E. Stephanou School of Information Technology and Engineering George Mason University Fairfax VA USA New York State Center for Advanced Technology in Automation and Robotics Rensselaer Polytechnic Institute Troy NY USA

The intelligent coordination of multiple robots requires modularization of robots at some level higher than the joint, corresponding task representations, and a concept of time that allows the dynamic specification of task synchronization. The necessary representations of robots and tasks are developed, and the structural and operational semantics of the primitive task and reflex models are specified. A concept of time, called functional time-dependency, that allows the dynamic specification of the distributed semantics during task execution by multiple robots is developed. The utility of functional time-dependency is shown using two examples.< >

关键词： Intelligent robots Manipulator dynamics Robot kinematics robotics and automation Information technology Transportation Concurrent computing

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Inducing patterns of behavior in distributed system processes

Inducing patterns of behavior in distributed system processe...

引用

IEEE International Conference on robotics and automation (ICRA)

The authors utilize a class of Petri nets, called colored Petri nets (C/P-nets), to induce patterns of behavior in synchronization structures. These patterns of behavior locally specify the interactions between the distributed system's processes. The induction of patterns of behavior in synchronization structures results in the specification of coordination structures. A coordination structure is a specification of the interaction behavior of a distributed system's processes in a particular context. C/P-nets are used for the differentiation of the system's context-sensitive variables and the representation of their instantiations. The three possible interactions between any two concurrent processes of the distributed system are specified.< >

关键词： Intelligent robots Control systems Petri nets robotics and automation Automatic control Kinematics Calculus Information technology Multiagent systems Robot control

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Applications of computational intelligence in industrial automation

Applications of computational intelligence in industrial aut...

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IEEE/IAS International Conference on Industrial automation and Control, IA & C

作者： K. Sridharan H.E. Stephanou S.S. Keerthi New York State Center for Adv. Technol. in Autom. & Robotics Rensselaer Polytech. Inst. Troy NY USA New York State Center for Advanced Technology in Automation and Robotics Rensselaer Polytechnic Institute Troy NY USA Department of Computer Science and Automation Indian Institute of Science Bangalore India

Techniques such as genetic algorithms, simulated annealing and evolutionary programming constitute a discipline often referred to as computational intelligence. During the past decade, a number of computationally difficult problems in optimization have been solved reasonably well by application of these techniques. The authors' goal in the paper is to present a brief description of these techniques and consider some applications to engineering problems.< >

关键词： Computational intelligence Computer industry Genetic algorithms robotics and automation Simulated annealing Application software Computational modeling Computer simulation Genetic programming Biological system modeling

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Shape matching from grasp using a minimal representation size criterion

Shape matching from grasp using a minimal representation siz...

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IEEE International Conference on robotics and automation (ICRA)

作者： R. Joshi A.C. Sanderson New York Center for Advanced Technology in Automation and Robotics USA Electrical Computer and Systems engineering Department Rensselaer Polytechnic Institute Troy NY USA

A robust polynomial-time algorithm for model-based pose estimation from tactile grasp data is presented. A minimal representation criterion is used to formulate the matching problem as a global optimization. The hypothesize-and-test paradigm is invoked to search for the optimal solution. A three-on-three match of model features to data features is used to reduce the transform search space to polynomial size. A polynomial-time assignment algorithm is used to compute the optimal correspondence for each hypothesized pose. The strength of the algorithm lies in its ability to perform with noisy or incomplete data and with missing or spurious features. It is capable of rejecting outliers and finding partial matches, and it produces sensible results even in the presence of large noise. The algorithm has been implemented and tested on actual data.< >

关键词： Shape Polynomials robotics and automation Testing Robustness Kinematics Least squares approximation Fingers Data engineering Systems engineering and theory

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