UBIQUITOUS AND COOPERATIVE NETWORK ROBOT SYSTEM WITHIN A SERVICE FRAMEWORK

Author:

LIU YABO1,YANG JIANHUA12,WU ZHAOHUI12

Affiliation:

1. College of Computer Science and Technology, Zhejiang University, Hangzhou 310027, Zhejiang, P. R. China

2. The Sci-Tech Academy, Zhejiang University, Hangzhou 310027, Zhejiang, P. R. China

Abstract

Network robot system (NRS) is a new concept that integrates physical autonomous robots, environmental sensors, and human–robot interactions through network-based cooperation. The aim of this paper is to provide a ubiquitous and cooperative service framework for NRS. We first present foundational concepts of semantic map and service definition for the framework. Then, in order to generate feasible service configurations to fulfill tasks, we propose service configuration and reconfiguration algorithms, which dynamically search the appropriate service configurations for different tasks. Additionally, we put forward a service reasoning and enabling process to tackle the service unavailable problems. A cost evaluation function for service configuration is also proposed to facilitate the selection of suitable configurations. We tested and evaluated the framework in both simulation system and physical environment. Specifically, by separately varying the parameter settings, system performance was measured in three aspects: the success rate of tasks, the average waiting time per task, and the average cost per task. The experiment results indicate that the versatile service framework provides self-adaptive capability and utilizes available resources efficiently under a range of different scenarios.

Publisher

World Scientific Pub Co Pte Lt

Subject

Artificial Intelligence,Mechanical Engineering

Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Robust Localization for Robot and IoT Using RSSI;Energies;2019-06-11

2. Adaptive Learning for Robots in Public Spaces;Advances in Intelligent Systems and Computing;2019

3. Simulation framework of ubiquitous network environments for designing diverse network robots;Future Generation Computer Systems;2017-11

4. ControlIt! — A Software Framework for Whole-Body Operational Space Control;International Journal of Humanoid Robotics;2016-03

5. Semantic mapping for mobile robotics tasks: A survey;Robotics and Autonomous Systems;2015-04

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