Emotion-Aware Cognitive System in Multi-Channel Cognitive Radio Ad Hoc Networks
Xiping Hu, Jun Sheng Cheng, MengChu Zhou, Bin Hu, Jiang Xin, Yi Guo, Kun Bai, Fei Wang · IEEE Communications Magazine · 2018
With the development of mCRAHNs, more emerging mobile applications and services could be foreseen and applied in our human society. In this article, we propose an emotion-aware cognitive system (ECS), which aims to provide a systematic approach that can facilitate deployment of different emotion-aware mobile applications in mCRAHNs. ECS is constructed to provide multidimensional emotional data collection and processing approaches for mobile applications working in mCRAHNs. Also, we present a flow of emotion-aware solution designed on ECS, and highlight the implementation and orchestration of several key technologies and schemes we apply in this system for different emotion-aware mobile applications in runtime. In addition, we demonstrate the feasibility of the proposed ECS by presenting a novel emotion-aware mobile application, iSmile, and evaluate the system performance based on this application.