AUTHOR=Qian Xuesheng , Qiao Yihong , Wang Mianjie , Wang Xinyue , Chen Mengfan , Dai Weihui 

TITLE=A Lightweight Framework for Perception Analysis Based on Multimodal Cognition-Aware Computing

JOURNAL=Frontiers in Neuroscience

VOLUME=Volume 16 - 2022

YEAR=2022

URL=https://www.frontiersin.org/journals/neuroscience/articles/10.3389/fnins.2022.879348

DOI=10.3389/fnins.2022.879348

ISSN=1662-453X

ABSTRACT=The VUCA environment challenged neuropsychological research conducted in conventional laboratories. Researchers expected to perform complex multimodal testing tasks in natural, open, and non-laboratory settings. However, for most neuropsychological scientists, the independent construction of a multimodal laboratory in a VUCA environment, such as a construction site, was a significant and comprehensive technological challenge. The paper presented a generalized lightweight framework for perception analysis based on multimodal cognition-aware computing, which provided practical updated strategies and technological guidelines for Neuromanagement and automation. A real-life test experiment in a construction site was provided to illustrate the feasibility and superiority of the method. The paper aimed to fill a technology gap in the application of multimodal physiological and neuropsychological techniques in an open VUCA environment. Meanwhile, it enabled the researchers to improve their systematic technological capabilities and reduce the threshold & trial-and-error costs of experiments to conform to the new trend of VUCA.