Our tools and appliances are becoming increasingly more intelligent and interconnected, giving birth to an “Internet of Things” that can be used to support new types of cyber-physical systems (CPSs). While many CPSs are human-centric applications where humans are an essential part of the system, unfortunately, most of these systems still consider the human as an external and unpredictable element to the control loop. In order for these systems to better serve human needs, future CPSs will need to bolster a closer tie with the human element, through Human-in-the-Loop controls that take into consideration human intents, psychological states, emotions and actions inferred through sensory data. This area is a natural confluence of multidisciplinary focus but currently lacks a general understanding of the underlying requirements, principles and theory. As far as we know, this survey is the first effort towards extending the field's knowledge through an in-depth research of the state-of-the-art and a critical overview of the current taxonomic efforts in the area of Human-in-the-Loop CPSs. On top of this research, a novel taxonomic exercise focused on the general roles of the human component together with a requirement analysis, are presented.
Subject
Human-in-the-Loop Cyber-Physical Systems
Related Project
iCIS - Intelligent Computing in the Internet of Services
Journal
IEEE Communications Surveys and Tutorials, Vol. 17, #2, pp. 944-965, IEEE Communications Society, February 2015
PDF File
DOI
Cited by
Year 2015 : 3 citations
JW Cervantes-Solis, C Baber, A Khattabâ?¦, Rule and theme discovery in human interactions with an'internet of things', Proceedings of the 2015 …, 2015
A Abdelhamid, P Zong, B Abdelhamid, Advanced UAV Hybrid Simulator Model Based-on Dynamic Real Weather Data, International Journal of Modeling …, 2015
K KELLY, C MCGINN, HUMAN IN THE LOOP CONTROL IN ROBOTICS FOR MANUFACTURING, Publication/NA, 2015
