A comparative evaluation of signal quality between a research-grade and a wireless dry-electrode mobile EEG system

被引:40
作者
Marini, Francesco [1 ,2 ]
Lee, Clement [1 ,2 ]
Wagner, Johanna [1 ,2 ]
Makeig, Scott [1 ]
Gola, Mateusz [1 ,2 ,3 ]
机构
[1] Univ Calif San Diego, Swartz Ctr Computat Neurosci, La Jolla, CA 92093 USA
[2] Univ Calif San Diego, Ctr Neuromodulat, La Jolla, CA 92093 USA
[3] Polish Acad Sci, Inst Psychol, Warsaw, Poland
关键词
electroencephalograhy; EEG; alpha-band activity; power spectral density; dry-electrode; wireless EEG; FUNCTIONAL CONNECTIVITY; CLINICAL SYMPTOMS; PERFORMANCE; ATTENTION;
D O I
10.1088/1741-2552/ab21f2
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Objective. Electroencephalography (EEG) is widely used by clinicians, scientists, engineers and other professionals worldwide, with an increasing number of low-cost, commercially-oriented EEG systems that have become available in recent years. One such system is the Cognionics Quick-20 (Cognionics Inc., San Diego, USA), which uses dry electrodes and offers the convenience of portability thanks to its built-in amplifier and wireless connection. Because of such characteristics, this system has been used in several applications for both clinical and basic research studies. However, an investigation of the quality of the signals that are recorded using this system has not yet been reported. Approach. To bridge this gap, here we conducted a systematic comparison of signal quality between the Cognionics Quick-20 system and the Brain Products actiCAP/actiCHamp (Brain Products GmbH, Munich, Germany), a state-of-the-art, wet-electrode, research-oriented EEG system. Resting-state EEG data were recorded from twelve human participants at rest in eyes open and eyes closed conditions. For both systems we evaluated the similarity of mean recorded power spectral density, and detection of alpha suppression associated with eyes open relative to eyes closed. Main results. Power spectral densities were highly correlated across systems, with only minor topographical variability across the scalp. Both systems recorded alpha suppression during eyes open relative to eyes closed conditions. Significance. These results attest to the robustness and reliability of the dry-electrode Cognionics system relatively to the widely used Brain Products laboratory EEG system, and thus validate its utility for clinical and basic research purposes, at least in studies in which participants do not move.
引用
收藏
页数:9
相关论文
共 61 条
[1]  
Acar ZA, 2008, IEEE ENG MED BIO, P3991, DOI 10.1109/IEMBS.2008.4650084
[2]   The Berger rhythm potential changes from the occipital lobes in man [J].
Adrian, ED ;
Matthews, BHC .
BRAIN, 1934, 57 :355-385
[3]  
[Anonymous], BIORXIV
[4]  
[Anonymous], 2018, ARXIV180504157
[5]   EEG differences between eyes-closed and eyes-open resting conditions [J].
Barry, Robert J. ;
Clarke, Adam R. ;
Johnstone, Stuart J. ;
Magee, Christopher A. ;
Rushby, Jacqueline A. .
CLINICAL NEUROPHYSIOLOGY, 2007, 118 (12) :2765-2773
[6]   Interpreting EEG alpha activity [J].
Bazanova, O. M. ;
Vernon, D. .
NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2014, 44 :94-110
[7]   Electroencephalogram in humans [J].
Berger, H .
ARCHIV FUR PSYCHIATRIE UND NERVENKRANKHEITEN, 1929, 87 :527-570
[8]  
Calic G, 2019, INFORM SYSTEMS NEURO, P65
[9]   Classification of single-trial auditory events using dry-wireless EEG during real and motion simulated flight [J].
Callan, Daniel E. ;
Durantin, Gautier ;
Terzibas, Cengiz .
FRONTIERS IN SYSTEMS NEUROSCIENCE, 2015, 9
[10]   Dry and Noncontact EEG Sensors for Mobile Brain-Computer Interfaces [J].
Chi, Yu Mike ;
Wang, Yu-Te ;
Wang, Yijun ;
Maier, Christoph ;
Jung, Tzyy-Ping ;
Cauwenberghs, Gert .
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2012, 20 (02) :228-235