H. Harikrishnan, Aarjish Sarkar, Shams Al Ajrawi, A. Mihovska, C. Paolini
{"title":"Medium Access Control Protocols for Brain Computer Interface Applications","authors":"H. Harikrishnan, Aarjish Sarkar, Shams Al Ajrawi, A. Mihovska, C. Paolini","doi":"10.4018/IJITN.2021040103","DOIUrl":null,"url":null,"abstract":"Noteworthy advancements have occurred in the field of brain computer interfaces (BCI) in the last decade. The transmission of the collected signals to the corresponding organ through a wireless link is still in a nascent stage. This paper investigates the feasibility of having multiple UHF-RFID transmitters inside the skull which communicate to the receiver outside. The purpose of this paper is to design a wireless communication channel and enhance the communication using a MAC protocol. The existing MAC protocols were analyzed to be used in a BCI application. Though the combination of existing protocols seems like a possibility to use in a BCI system, the complexity of such a protocol is high. This drawback is overcome by proposing a novel MAC protocol. The performance of the proposed MAC algorithm is related with the widely used Q algorithm for anti-collision in the RFID tags. Parameters like delay and collisions are analyzed in detail which are essential to build a consistent, energy efficient, and a low power BCI system.","PeriodicalId":120331,"journal":{"name":"Int. J. Interdiscip. Telecommun. Netw.","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Int. J. Interdiscip. Telecommun. Netw.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4018/IJITN.2021040103","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Noteworthy advancements have occurred in the field of brain computer interfaces (BCI) in the last decade. The transmission of the collected signals to the corresponding organ through a wireless link is still in a nascent stage. This paper investigates the feasibility of having multiple UHF-RFID transmitters inside the skull which communicate to the receiver outside. The purpose of this paper is to design a wireless communication channel and enhance the communication using a MAC protocol. The existing MAC protocols were analyzed to be used in a BCI application. Though the combination of existing protocols seems like a possibility to use in a BCI system, the complexity of such a protocol is high. This drawback is overcome by proposing a novel MAC protocol. The performance of the proposed MAC algorithm is related with the widely used Q algorithm for anti-collision in the RFID tags. Parameters like delay and collisions are analyzed in detail which are essential to build a consistent, energy efficient, and a low power BCI system.