{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T22:42:20Z","timestamp":1740177740754,"version":"3.37.3"},"reference-count":30,"publisher":"World Scientific Pub Co Pte Ltd","issue":"02","funder":[{"DOI":"10.13039\/501100003593","name":"CNPq","doi-asserted-by":"crossref","award":["312635\/2014-1"],"award-info":[{"award-number":["312635\/2014-1"]}],"id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Adv. Data Sci. Adapt. Data Anal."],"published-print":{"date-parts":[[2018,4]]},"abstract":"<jats:p>This work describes the development of a nonfatigating Brain\u2013Computer Interface (BCI) based on Steady State Evoked Potentials (SSVEP) and Event-Related Desynchronization (ERD) to control an autonomous car. Through a graphical interface presented to the user in the autonomous car, destination places are shown. The selection of commands is performed through visual stimuli and brain signals. The signals are captured on the occipital region of the scalp, and are processed in order to obtain the necessary data for the planning system of the autonomous car. Test performed obtained success rate of 90% for a synchronous BCI and 83% for an asynchronous BCI. The proposed system is a hybrid-BCI, which includes the ability to enable and disable the visual stimuli, reducing fatigue associated with the use of SSVEP-based BCIs. The video showing this development can be accessed on: cbeb2020.org\/AutonomousCarVideo.mp4.<\/jats:p>","DOI":"10.1142\/s2424922x18400053","type":"journal-article","created":{"date-parts":[[2018,5,14]],"date-time":"2018-05-14T03:28:15Z","timestamp":1526268495000},"page":"1840005","source":"Crossref","is-referenced-by-count":1,"title":["Nonfatigating Brain\u2013Computer Interface Based on SSVEP and ERD to Command an Autonomous Car"],"prefix":"10.1142","volume":"10","author":[{"given":"Javier F.","family":"Castillo-Garcia","sequence":"first","affiliation":[{"name":"Undergraduate Program in Electronics Engineering, Santiago de Cali University, Cll. 5 #62-00, Cali, Valle del Cauca, Colombia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sandra","family":"M\u00fcller","sequence":"additional","affiliation":[{"name":"Undergraduate Program in Electrical Engineering, Federal Institute of Espirito Santo, Av. Vitoria 1729, Vitoria, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eduardo F.","family":"Caicedo-Bravo","sequence":"additional","affiliation":[{"name":"School of Electrical and Electronic Engineering, University of Valle, Av. PasoAncho Cali, Valle del Cauca, Colombia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1185-2773","authenticated-orcid":false,"given":"Teodiano F.","family":"Bastos","sequence":"additional","affiliation":[{"name":"Postgraduate Programs in Electrical Engineering\/Biotechnology, Federal University of Espirito Santo (UFES), Av. Fernando Ferrari 514, Vitoria, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alberto F.","family":"De Souza","sequence":"additional","affiliation":[{"name":"Computer Science Program, Federal University of Espirito Santo (UFES), Av. Fernando Ferrari 514, Vitoria, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2018,8,15]]},"reference":[{"key":"S2424922X18400053BIB001","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuropsychologia.2015.09.012"},{"key":"S2424922X18400053BIB002","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/5\/2\/012"},{"key":"S2424922X18400053BIB003","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/6\/4\/046002"},{"key":"S2424922X18400053BIB004","volume":"4","author":"Brouwer A.","year":"2010","journal-title":"Frontiers in Neuroscience"},{"key":"S2424922X18400053BIB005","first-page":"1","volume":"20","author":"Castillo-Garcia J.","year":"2014","journal-title":"IEEE Int. Symp. Industrial Electronics (ISIE 2014)"},{"key":"S2424922X18400053BIB007","doi-asserted-by":"publisher","DOI":"10.1177\/001316446002000104"},{"key":"S2424922X18400053BIB010","first-page":"64","volume-title":"Biomedical Engineering Systems and Technologies","author":"Ferreira A.","year":"2009"},{"key":"S2424922X18400053BIB011","first-page":"1","volume-title":"Advances in Neural Information Processing Systems","author":"Ferrez P.","year":"2007"},{"key":"S2424922X18400053BIB012","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33932-5_37"},{"key":"S2424922X18400053BIB013","first-page":"4185","author":"Hohne J.","year":"2010","journal-title":"Conf. Proc. IEEE Eng. Med. Biol. Soc."},{"key":"S2424922X18400053BIB015","doi-asserted-by":"publisher","DOI":"10.1109\/TRO.2009.2020347"},{"key":"S2424922X18400053BIB016","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511921803"},{"key":"S2424922X18400053BIB017","doi-asserted-by":"publisher","DOI":"10.1177\/1545968306290661"},{"key":"S2424922X18400053BIB018","doi-asserted-by":"publisher","DOI":"10.1111\/j.1749-6632.2008.04122.x"},{"key":"S2424922X18400053BIB019","doi-asserted-by":"publisher","DOI":"10.1162\/pres.15.5.500"},{"key":"S2424922X18400053BIB021","doi-asserted-by":"publisher","DOI":"10.1023\/A:1023437823106"},{"key":"S2424922X18400053BIB022","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2004.827086"},{"key":"S2424922X18400053BIB023","doi-asserted-by":"publisher","DOI":"10.1007\/s40313-013-0002-9"},{"key":"S2424922X18400053BIB024","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2008.11.015"},{"key":"S2424922X18400053BIB025","doi-asserted-by":"publisher","DOI":"10.1109\/7333.948456"},{"key":"S2424922X18400053BIB026","doi-asserted-by":"publisher","DOI":"10.1186\/1743-0003-7-60"},{"key":"S2424922X18400053BIB028","doi-asserted-by":"publisher","DOI":"10.1155\/2016\/4909685"},{"key":"S2424922X18400053BIB029","first-page":"20","volume":"20","author":"Tanaka T.","year":"2012","journal-title":"IEEE SCIS-ISIS"},{"key":"S2424922X18400053BIB030","first-page":"71","volume-title":"EEG-Based Navigation form a Human Factors Perspective","author":"Thurling M.","year":"2010"},{"key":"S2424922X18400053BIB031","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","volume":"58","author":"Tibshirani R.","year":"1996","journal-title":"J. R. Stat. Soc. Ser. B"},{"key":"S2424922X18400053BIB032","doi-asserted-by":"publisher","DOI":"10.1109\/ICSMC.2010.5642338"},{"key":"S2424922X18400053BIB033","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2006.875578"},{"key":"S2424922X18400053BIB035","first-page":"7","volume":"20","author":"Wei Q.","year":"2011","journal-title":"Third International Conf. Intelligent Human\u2013Machine Systems and Cybernetics"},{"key":"S2424922X18400053BIB036","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0403504101"},{"key":"S2424922X18400053BIB037","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2013.07.018"}],"container-title":["Advances in Data Science and Adaptive Analysis"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S2424922X18400053","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,6]],"date-time":"2024-07-06T18:48:59Z","timestamp":1720291739000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S2424922X18400053"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,4]]},"references-count":30,"journal-issue":{"issue":"02","published-online":{"date-parts":[[2018,8,15]]},"published-print":{"date-parts":[[2018,4]]}},"alternative-id":["10.1142\/S2424922X18400053"],"URL":"https:\/\/doi.org\/10.1142\/s2424922x18400053","relation":{},"ISSN":["2424-922X","2424-9238"],"issn-type":[{"type":"print","value":"2424-922X"},{"type":"electronic","value":"2424-9238"}],"subject":[],"published":{"date-parts":[[2018,4]]}}}