EEG-Based Neurohaptics Research: A Literature Review

被引:28
作者
Alsuradi, Haneen [1 ]
Park, Wanjoo [2 ]
Eid, Mohamad [2 ]
机构
[1] NYU, Tandon Sch Engn, Brooklyn, NY 11201 USA
[2] New York Univ Abu Dhabi, Div Engn, Abu Dhabi 129188, U Arab Emirates
关键词
Electroencephalography; Haptic interfaces; Functional magnetic resonance imaging; Electric potential; Cognition; Physiology; Blind source separation; Neurohaptics; EEG; touch; haptics; neuroscience; SOMATOSENSORY-EVOKED-POTENTIALS; SINGLE-TRIAL EEG; TACTILE DISCRIMINATION; PHASE-LOCKING; MOTOR IMAGERY; THETA-POWER; TOUCH; AGE; STIMULATION; CORTEX;
D O I
10.1109/ACCESS.2020.2979855
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Neurohaptics is the field of study that strives to understand the complex neural representation provoked in response to tactile and/or kinesthetic stimuli. This field has garnered a noticeable attention over the past decade not only in neuro-scientific research but also in medical, marketing and engineering fields. In this paper, we review existing literature on Electroencephalography (EEG)-based neurohaptic studies charting out the main themes and significant findings. Furthermore, we provide a brief review of the EEG analytical methods commonly utilized in the neurohaptic domain. Also, we present a case study with the complete flow of conducting neurohaptic research studies. Lastly, we discuss limitations and provide directions for future neurohaptic research, such as: modeling quality of haptic experience, improving neurohaptic systems and neurohatpics in virtual reality.
引用
收藏
页码:49313 / 49328
页数:16
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