An SSVEP based brain computer interface system to control electric wheelchairs

Review of Steady State Visually Evoked Potential Brain-Computer Interface Applications: Technological Analysis and Classification

“…On the other hand, the work indicated by Mistry et al (2018) adds proximity sensors to the wheelchair to provide a way to prevent collisions; if sensors detect an obstacle at a distance of 50 cm or less, then the movement of the wheelchair to such direction is not performed. The system processes the SSVEP signals generated by the stimuli of 4 frequencies (7 Hz turn left, 9 Hz go forward, 11 Hz turn right and 13 Hz go back) by means of Fourier transforms and SNR classification.…”

“…Applicability of SSVEP-based brain-computer interfaces 4 O1, O2, Oz, POz for robot navigation in real environments Lee et al (2012) A brain-wave-actuated small robot car using ensemble empirical mode decomposition-based approach 1 Oz Li et al (2018) A human-vehicle collaborative simulated driving system based 13 T7, T8, P7, P8, FC3, FC4, on hybrid brain-computer interfaces and computer vision C3, C4, CP3, CP4, P3, P4, Oz Liu et al (2018) Design of a video feedback SSVEP-BCI system for car control based on improved MUSIC method 3 O1, Oz, O2 Turnip et al (2016) An application of online ANFIS classifier for wheelchair based brain computer interface 3 O1, O2, Pz Wang et al (2018) A Wearable SSVEP-Based BCI System for quadcopter Control Using Head-Mounted Device 6 PO3, PO4, O1, O2, C5, C6 Mistry et al (2018) An SSVEP based brain computer interface system to control electric wheelchairs 6 P3, Pz, P4, O1, Oz, O2 Nakanishi et al (2017) Enhancing detection of SSVEPs for a high-speed brain 10 Pz, PO5, PO3, POz, PO4, speller using task-related component analysis PO6, O1, Oz, O2, Cz Pelayo et al (2018) Brain-Computer Interface Controlled Robotic Arm to Improve 6 Not specified Quality of Life Peng et al (2016) Control of a nursing bed based on a hybrid brain-computer interface 8 P7, P3, Pz, P4, P8, O1, Oz, O2 Perera et al (2016) EEG-controlled meal assistance robot with camera-based automatic 8 O1, O2, POz, PO3, PO4, mouth position tracking and mouth open detection C1, C2, C3 Perera et al (2017) SSVEP Based BMI for a meal assistance robot 8 O1, O2, POz, PO3, PO4, C1, C2, C3 Zhao et al (2017) A SSVEP intelligent home service system based on CCA Not specified Not specified Ruhunage et al (2017) EMG signal controlled transhumeral prosthetic with 2 POz, Oz EEG-SSVEP based approach for hand open/close Savic and Popovic (2015) Brain computer interface prototypes for upper limb 3 C3, Oz, Cz Rehabilitation: a review of principles and experimental results 2017Brain-computer interface based stochastic navigation and control 4 PZ, O1, Oz, O2 of a semiautonomous mobile robot in an indoor environment Virdi et al (2017) Home automation control system implementation using 8 PO7, PO3, PO4, POz, PO8, SSVEP based brain-computer interface O1, O2, Oz Zhang et al (2016) A hybrid EEG-based BCI for robot grasp controlling 8 P7, P3, Pz, P4, P8, O1, Oz, O2 Won et al 2014A BCI Speller based on SSVEP using high frequency stimuli design 15 P5, P3, P1, Pz, P2, P4, P6, PO7, PO3, POz, PO4, PO8, O1, Oz, O2 Wu et al 2016A new SSVEP based BCI application on the mobile robot in a maze 4 O1, Oz, O2, Pz game Yang et al (2017) Mind control of a robotic arm with vis...…”

“…Applicability of SSVEP-based brain-computer interfaces for robot navigation Success rate in real environments Lee et al (2012) A brain-wave-actuated small robot car using ensemble empirical mode Command transfer interval, decomposition-based approach information transfer rate and success rate Li et al (2017) A human-vehicle collaborative simulated driving system based on hybrid T-test, success rate and time brain-computer interfaces and computer vision efficiency Liu et al (2018) Design of a video feedback SSVEP-BCI system for car control based on Success rate improved MUSIC method Turnip et al (2016) An application of online ANFIS classifier for wheelchair based brain computer Success rate interface Wang et al (2018) A wearable SSVEP-based BCI system for quadcopter control using Online accuracy, success rate, head-mounted device t i m e e f f i c i e n c y a n d information transfer rate Mistry et al (2018) An SSVEP based brain computer interface system to control electric wheelchairs Success rate and time efficiency Nakanishi et al (2017) Enhancing detection of SSVEPs for a high-speed brain speller using CCA extended task-related component analysis Pelayo et al (2018) Brain-computer interface controlled robotic arm to improve quality of life Success rate Peng et al (2016) Control of a nursing bed based on a hybrid brain-computer interface Success rate, time efficiency and false-positive rate Perera et al (2017) EEG-controlled meal assistance robot with camera-based automatic mouth position Efficiency of time tracking and mouth open detection Perera et al (2017) SSVEP Based BMI for a meal assistance robot Success rate and time efficiency Zhao et al 2017A SSVEP intelligent home service system based on CCA Success rate Ruhunage et al (2017) EMG signal controlled transhumeral prosthetic with EEG-SSVEP based Success rate and time efficiency approach for hand open/close Savic and Popovic (2015) Brain computer interface prototypes for upper limb rehabilitation: a review of principles and experimental results Success rate and time efficiency Stawicki et al (2016) Driving a semiautonomous mobile robotic car controlled by an SSVEP-Based BCI Success rate and information transfer rate Su and Li (2017) Brain-computer interface based stochastic navigation and control of a ERA, success rate and time semiautonomous mobile robot in an indoor environment efficiency Virdi et al (2017) Home automation control system implementation using SSVEP based Success rate and time efficiency brain-computer interface A hybrid EEG-based BCI for robot grasp controlling Success rate and time efficiency Won et al 2014A BCI speller based on SSVEP using high frequency stimuli design Subjective fatigue and success rate …”

“…Applicability of SSVEP-based brain-computer interfaces for robot navigation in real environments 15 Lee et al (2012) A brain-wave-actuated small robot car using ensemble empirical mode 11 decomposition-based approach Li et al (2013) A human-vehicle collaborative simulated driving system based on hybrid brain-computer 6 interfaces and computer vision Liu et al (2018) Design of a video feedback SSVEP-BCI system for car control based on improved MUSIC method Not specified Turnip et al (2016) An application of online ANFIS classifier for wheelchair based brain computer interface 4 Wang et al (2018) A wearable SSVEP-Based BCI system for quadcopter control using head-mounted device 5 Mistry et al (2018) An SSVEP based brain computer interface system to control electric wheelchairs 4 Nakanishi et al (2017) Enhancing detection of SSVEPs for a high-speed brain speller using task-related component analysis 12 and 20 Pelayo et al (2018) Brain-Computer Interface Controlled Robotic Arm to improve quality of Life 3 Peng et al (2016) Control of a nursing bed based on a hybrid brain-computer interface 8 Perera et al (2016) EEG-controlled meal assistance robot with camera-based automatic mouth position tracking and 6 mouth open detection Perera et al (2017) SSVEP Based BMI for a meal assistance robot 5 Zhao et al (2017) A SSVEP intelligent home service system based on CCA 10 J. Eng.…”

Five-Class SSVEP Response Detection using Common-Spatial Pattern (CSP)-SVM Approach

“…The signals from the brain are conveyed to each organ of the body through the nervous system. Due to neuromuscular disorders including amyotrophic lateral sclerosis (ALS) and locked-in syndrome, the individuals' motor functions are lost [2]. In those instances, the individual cannot communicate with others utilizing any mode of intelligence or expression [3].…”