Human-Computer Interface Issues in Controlling Virtual Reality With Brain-Computer Interface
نویسندگان
چکیده
We have integrated the Graz brain-computer interface (BCI) system with a highly-immersive virtual reality (VR) Cave-like system. This setting allows for a new type of experience, whereby participants can control a virtual world using imagination of movement. However, current BCI systems still have many limitations. In this paper we present two experiments exploring the different constraints posed by current BCI systems when used in VR. In the first experiment we let the participants make free choices during the experience, and compare their BCI performance with subjects using BCI without free choice; this is unlike most previous work in this area, in which subjects are requested to obey cues. In the second experiment we allowed participants to control a virtual body with motor imagery. We provide both quantitative and subjective results, regarding both BCI accuracy and the nature of the subjective experience in this new type of setting.
منابع مشابه
A Study of Various Feature Extraction Methods on a Motor Imagery Based Brain Computer Interface System
Introduction: Brain Computer Interface (BCI) systems based on Movement Imagination (MI) are widely used in recent decades. Separate feature extraction methods are employed in the MI data sets and classified in Virtual Reality (VR) environments for real-time applications. Methods: This study applied wide variety of features on the recorded data using Linear Discriminant Analysis (LDA) classifie...
متن کاملHuman-Computer Interaction Issues in Brain- Computer Interface and Virtual Reality
Recently, there has been increasing interest in using BCI in 3D virtual environments. There are several reasons for using a brain-computer interface in virtual reality (VR); some of these are the same reasons for using VR in general: rehearsal of scenarios that are too dangerous in the real world (e.g., controlling a wheelchair); prototyping devices (e.g., robotic hand); prototyping new control...
متن کاملA review on EEG based brain computer interface systems feature extraction methods
The brain – computer interface (BCI) provides a communicational channel between human and machine. Most of these systems are based on brain activities. Brain Computer-Interfacing is a methodology that provides a way for communication with the outside environment using the brain thoughts. The success of this methodology depends on the selection of methods to process the brain signals in each pha...
متن کاملA review on EEG based brain computer interface systems feature extraction methods
The brain – computer interface (BCI) provides a communicational channel between human and machine. Most of these systems are based on brain activities. Brain Computer-Interfacing is a methodology that provides a way for communication with the outside environment using the brain thoughts. The success of this methodology depends on the selection of methods to process the brain signals in each pha...
متن کاملInteractive scientific visualization: An assessment of a virtual reality system
A virtual reality system, consisting of a head-mounted stereoscopic display and a computer-interfaced glove, was assessed by examining interaction with a 3-D model of the human brain. Interactions were recorded on videotape. Non-trivial user interface issues were identified, ranging from constraints imposed by the nature of the wearable interface hardware, to the choice of gestures for controll...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Human-Computer Interaction
دوره 25 شماره
صفحات -
تاریخ انتشار 2010