面向多机器人系统的实时异构分布式计算环境

Khaja Qutubudin, D. Pease
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引用次数: 2

摘要

针对工业环境下大量机器人的实时管理,提出了一种分布式计算框架。该框架的主要设计目标是允许一个集中的异构多处理器控制器执行实时调度和评估牛顿-欧拉方程,以操纵机器人运动。在这种环境下,任务的实时调度是一个np困难问题,为此我们提出了一种基于截止日期的启发式算法。详细的仿真表明,所提出的启发式算法可以达到接近最优的性能。
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A real-time heterogeneous distributed computing environment for multi-robot system
Proposes a distributed computing framework for the real-time management of a large number of robots in an industrial setting. The primary design objective of this framework is to allow a centralized heterogeneous multiprocessor controller to perform real-time scheduling and evaluation of Newton-Euler equations for manipulating the robot motion. The real-time scheduling of tasks in such an environment is shown to be an NP-hard problem, for which we propose a deadline-based heuristic. A detailed simulation reveals that the proposed heuristic can achieve near-optimal performance.
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