Human-Agent-Robot Task Coordination in FiWi-Based Tactile Internet Infrastructures Using Context- and Self-Awareness

被引:9
作者
Ebrahimzadeh, Amin [1 ]
Chowdhury, Mahfuzulhoq [1 ]
Maier, Martin [1 ]
机构
[1] Inst Natl Rech Sci, Opt Zeitgeist Lab, Montreal, PQ H5A 1K6, Canada
来源
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT | 2019年 / 16卷 / 03期
基金
加拿大自然科学与工程研究理事会;
关键词
Context-awareness; dynamic multi-robot task allocation; FiWi networks; HART; self-awareness; Tactile Internet; RESOURCE-ALLOCATION;
D O I
10.1109/TNSM.2019.2922904
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the advent of safe collaborative robots, their seamless integration into human teams as teammates is starting to gain steam as part of the vision of the emerging Tactile Internet. The Tactile Internet lies at the nexus of computerization, automation, and robotization. While necessary, low task execution time and ultra-reliable human-robot connectivity are not sufficient to unleash the full potential of the resultant human-agent-robot teamwork (HART) applications. In this paper, we propose a context- and self-aware HART-centric allocation scheme for both physical and digital tasks to coordinate the automation and augmentation of mutually beneficial human-machine coactivities while spreading ownership of robots across users over integrated fiber-wireless (FiWi) Tactile Internet infrastructures. In addition to realizing collective context-awareness via HART-centric task coordination, we aim at exploiting local self-awareness in order to improve the energy-delay performance of robots. Further, we present an analytical framework to estimate the packet transmission delay and human-robot connection reliability. Our results indicate that our proposed context- and self-aware HART-centric task coordination scheme obtains a low task execution time while minimizing the energy consumption and operational expenditures (OPEX) of mobile robots.
引用
收藏
页码:1127 / 1142
页数:16
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