Feasibility of BCI Control in a Realistic Smart Home Environment
نویسندگان
چکیده
Smart homes have been an active area of research, however despite considerable investment, they are not yet a reality for end-users. Moreover, there are still accessibility challenges for the elderly or the disabled, two of the main potential targets for home automation. In this exploratory study we design a control mechanism for smart homes based on Brain Computer Interfaces (BCI) and apply it in the "Domus" smart home platform in order to evaluate the potential interest of users about BCIs at home. We enable users to control lighting, a TV set, a coffee machine and the shutters of the smart home. We evaluate the performance (accuracy, interaction time), usability and feasibility (USE questionnaire) on 12 healthy subjects and 2 disabled subjects. We find that healthy subjects achieve 77% task accuracy. However, disabled subjects achieved a better accuracy (81% compared to 77%).
منابع مشابه
Brain Computer Interface for Virtual Reality Control
An electroencephalogram (EEG) based brain-computer interface (BCI) was connected with a Virtual Reality system in order to control a smart home application. Therefore special control masks were developed which allowed using the P300 component of the EEG as input signal for the BCI system. Control commands for switching TV channels, for opening and closing doors and windows, for navigation and c...
متن کاملIntegrated Fuzzy Control of Temperature, Light and Emergency Conditions for Smart Home Application
Smart home is composed of several controllers with different plants in control. If each controller works independently, without considering the mutual effect of the others in the control process, the whole system could definitely not converge to an optimum desired status and may not ever reach the demanded condition. The function of different controller system may has conflict In some condition...
متن کاملDesigning Decision Maker in a Smart Home for Energy Consumption Optimization Using Fuzzy Modeling
existed electricity grids deliver produced power to the consumer passing through transmission and distribution grids. According to high losses of these grids in transmission level and inexistence of bilateral interaction for simultaneous information exchange, a concept of smart grids were made by capabilities such as consciously participation of consumers in the smart electricity grids, an amou...
متن کاملA feasibility study on SSVEP-based interaction with motivating and immersive virtual and augmented reality
Non-invasive steady-state visual evoked potential (SSVEP) based brain-computer interface (BCI) systems offer high bandwidth compared to other BCI types and require only minimal calibration and training. Virtual reality (VR) has been already validated as effective, safe, affordable and motivating feedback modality for BCI experiments. Augmented reality (AR) enhances the physical world by superim...
متن کاملReview On: Smart Home for Disabled Using Brain Computer Interfaces
Advance technologies such as brain imaging have started to provide us with the power to interface with human brain directly through some sensors. These sensors have the ability to monitor some of the physical processes that occur within the brain that correspond with certain forms of thought. In these systems, users explicitly manipulate their brain activity instead of using motor movements to ...
متن کامل