A Novel Emotion Control System for Embedded Human–Computer Interaction in Green Iot

Chao Gong,Xingshuo An,Fuhong Lin

doi:10.1109/access.2019.2960832

Chao Gong, Xingshuo An + Show 1 more

Open Access

https://doi.org/10.1109/access.2019.2960832

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Abstract

The green Internet of Things (IoT) technology has increased the need for a more emotion-connected human-computer interaction. The lower network latency and longer battery life ensure the continuous and real-time work of human-computer interaction systems in embedded environments. However, the lack of emotional dynamics limits the empathy capability of human-computer interactions. In this paper, we propose a novel emotion control system for embedded human-computer interaction in green IoT. The Van Der Pol emotional dynamics with nonlinear resilience is proposed for the modeling of human emotional mechanisms. Moreover, respectively for the autonomous and stochastic-excitation situation, we analyze the stability of the solution, based on which four kinds of the emotional health status are defined. Finally, we obtain the steady-state solution and design its feedback controller. Results of the numerical simulation and prototype demonstrate the validity and practical operability of the theory.

Highlights

The power of cloud computing and the massive scale of big data have made the success of artificial intelligence (AI) [1], [2], in a manner of high performance computing and high power consumption
We propose a novel emotion control system for embedded human-computer interaction in green Internet of Things (IoT) to achieve mathematical modeling, stability analysis and feedback control of human emotions
Kraaij and Garnefski [18] studied the psychometric properties of the Behavioral Emotion Regulation Questionnaire (BERQ) and its relationship with wellbeing

Summary

INTRODUCTION

The power of cloud computing and the massive scale of big data have made the success of artificial intelligence (AI) [1], [2], in a manner of high performance computing and high power consumption. The lower latency [6] and longer battery [7] life of the green IoT network has spawned the new demand for a more advanced artificial intelligence capable of empathy in some embedded environments with strong human interaction [8]. Emotion control has always been an unsolved problem in the research of human-computer interaction, which is due to the following three reasons. We propose a novel emotion control system for embedded human-computer interaction in green IoT to achieve mathematical modeling, stability analysis and feedback control of human emotions. We discuss the steady-state response of the emotional dynamic model in the case of random excitation (broadband Gaussian white noise), and design the feedback controller based on the steady-state solution of the emotional state displacement and the transfer velocity.

RELATED WORK

STABILITY AND HEALTH STATUS OF EMOTIONAL SYSTEM IN AUTONOMOUS SITUATIONS

CONCLUSION