天津科学技术出版社

虚拟现实情感脑机接口综述

蔡梓良 常远 陈思彤 刘潇雅 刘爽
作者信息
  1. 1 天津大学医学工程与转化医学研究院

摘要

情感脑机接口旨在实现对个体情绪状态的精准识别与有效调节。虚拟现实技术凭借高沉浸感和情境再现能力,为情绪诱发提供了自然可控的环境。虚拟现实情感脑机接口将 VR 的沉浸式诱发优势与 aBCI 的识别与调节功能融合,形成具跨模态闭环特性的新型人机交互系统,在推动情绪科学发展和临床转化方面具有重要意义。本文综述了其理论基础、系统架构、硬件组成与关键技术,总结了在情绪诱发强度、神经生理变化、识别准确率及调节情境一致性等方面的优势,并探讨了在多维建模与评估、多模态融合及诱发—识别—反馈一致性等方面的挑战,并提出了未来的研究方向。

关键词

情感脑机接口 虚拟现实 情绪识别

A Review of Virtual Reality-Based Affective Brain-Computer Interfaces

Abstract

Affective brain–computer interfaces (aBCIs) aim to achieve precise recognition and effective regulation of individual emotional states. Virtual reality (VR) technology, with its high immersion and contextual reconstruction capabilities, offers a natural and controllable environment for emotion induction. Affective Brain–Computer Interface based Virtual Reality (aBCI-VR) combines the immersive induction advantages of VR with the recognition and regulation capabilities of aBCIs, forming a novel human–computer interaction system with cross-modal closed-loop features, and holds significant potential for advancing emotion science and clinical translation. This paper reviews its theoretical foundations, system architecture, hardware components, and key technologies, summarizes advantages in induction intensity, neurophysiological changes, recognition accuracy, and contextual consistency in regulation, and discusses challenges in multidimensional modeling and evaluation, multimodal fusion, and consistency across the induction–recognition–feedback loop, proposing directions for future research.

Keywords

Affective Brain-Computer Interfaces Virtual Reality Emotion Recognition
收稿日期--
接受日期--
发表日期--

版权许可

© 2025

本论文的版权归作者所有。未经作者书面许可,任何单位或个人不得以任何形式复制、转载或引用本论文的部分或全部内容。所有引用的文献和资料均已注明出处,若有遗漏,欢迎及时联系作者进行更正。