TY - JOUR
T1 - The future of wearable EEG
T2 - a review of ear-EEG technology and its applications
AU - Kaongoen, Netiwit
AU - Choi, Jaehoon
AU - Woo Choi, Jin
AU - Kwon, Haram
AU - Hwang, Chaeeun
AU - Hwang, Guebin
AU - Kim, Byung Hyung
AU - Jo, Sungho
N1 - Publisher Copyright:
© 2023 IOP Publishing Ltd
PY - 2023/10/1
Y1 - 2023/10/1
N2 - Objective. This review paper provides a comprehensive overview of ear-electroencephalogram (EEG) technology, which involves recording EEG signals from electrodes placed in or around the ear, and its applications in the field of neural engineering. Approach. We conducted a thorough literature search using multiple databases to identify relevant studies related to ear-EEG technology and its various applications. We selected 123 publications and synthesized the information to highlight the main findings and trends in this field. Main results. Our review highlights the potential of ear-EEG technology as the future of wearable EEG technology. We discuss the advantages and limitations of ear-EEG compared to traditional scalp-based EEG and methods to overcome those limitations. Through our review, we found that ear-EEG is a promising method that produces comparable results to conventional scalp-based methods. We review the development of ear-EEG sensing devices, including the design, types of sensors, and materials. We also review the current state of research on ear-EEG in different application areas such as brain-computer interfaces, and clinical monitoring. Significance. This review paper is the first to focus solely on reviewing ear-EEG research articles. As such, it serves as a valuable resource for researchers, clinicians, and engineers working in the field of neural engineering. Our review sheds light on the exciting future prospects of ear-EEG, and its potential to advance neural engineering research and become the future of wearable EEG technology.
AB - Objective. This review paper provides a comprehensive overview of ear-electroencephalogram (EEG) technology, which involves recording EEG signals from electrodes placed in or around the ear, and its applications in the field of neural engineering. Approach. We conducted a thorough literature search using multiple databases to identify relevant studies related to ear-EEG technology and its various applications. We selected 123 publications and synthesized the information to highlight the main findings and trends in this field. Main results. Our review highlights the potential of ear-EEG technology as the future of wearable EEG technology. We discuss the advantages and limitations of ear-EEG compared to traditional scalp-based EEG and methods to overcome those limitations. Through our review, we found that ear-EEG is a promising method that produces comparable results to conventional scalp-based methods. We review the development of ear-EEG sensing devices, including the design, types of sensors, and materials. We also review the current state of research on ear-EEG in different application areas such as brain-computer interfaces, and clinical monitoring. Significance. This review paper is the first to focus solely on reviewing ear-EEG research articles. As such, it serves as a valuable resource for researchers, clinicians, and engineers working in the field of neural engineering. Our review sheds light on the exciting future prospects of ear-EEG, and its potential to advance neural engineering research and become the future of wearable EEG technology.
KW - around-ear EEG
KW - brain-computer interface
KW - ear-EEG
KW - in-ear EEG
KW - wearable system
UR - http://www.scopus.com/inward/record.url?scp=85175073524&partnerID=8YFLogxK
U2 - 10.1088/1741-2552/acfcda
DO - 10.1088/1741-2552/acfcda
M3 - Review article
C2 - 37748474
AN - SCOPUS:85175073524
SN - 1741-2560
VL - 20
JO - Journal of Neural Engineering
JF - Journal of Neural Engineering
IS - 5
M1 - 051002
ER -