Wearable Brain-Computer Interfaces: Prototyping EEG-Based Instruments for Monitoring and Control
暫譯: 可穿戴腦機介面:基於腦電圖的儀器原型設計與監控控制
Arpaia, Pasquale, Esposito, Antonio, Gargiulo, Ludovica
- 出版商: CRC
- 出版日期: 2025-01-30
- 售價: $2,400
- 貴賓價: 9.5 折 $2,280
- 語言: 英文
- 頁數: 248
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1032204990
- ISBN-13: 9781032204994
-
相關分類:
穿戴式裝置 Wearable
無法訂購
相關主題
商品描述
This book presents a complete overview of the main EEG-based Brain-Computer Interface (BCI) paradigms and the related practical solutions for their design, prototyping, and testing. Readers will explore active, reactive, and passive BCI paradigms, with an emphasis on the operation for developing solutions, addressing the need for customization.
Readers will familiarize themselves with the main steps for the realization of low-cost wearable BCIs which include: identification of the most suitable neuro signals for a specific application; definition of the hardware, firmware, and software, with a focus on wearable, non-invasive, and low-cost solutions; development of algorithms for data processing and classification; and, lastly, experimental campaigns for the validation of the prototyped solutions. BCI systems based on electroencephalography (EEG) are investigated and a complete overview of all BCI paradigms is offered. The aim of this book is to drive the reader, from the beginning to the end, along a research-and-development process of a working BCI prototype.
This book is a guide for designers, biomedical engineers, students, biotechnologists, and those in the biomedical instrumentation field that would like to conceive, design, prototype, and test an innovative low-cost wearable EEG-based BCI.
商品描述(中文翻譯)
本書提供了基於腦電圖(EEG)的腦機介面(BCI)主要範式的完整概述,以及相關的設計、原型製作和測試的實用解決方案。讀者將探索主動、反應式和被動的 BCI 範式,重點在於開發解決方案的操作,滿足客製化的需求。
讀者將熟悉實現低成本可穿戴 BCI 的主要步驟,包括:識別最適合特定應用的神經信號;定義硬體、韌體和軟體,重點在於可穿戴、非侵入性和低成本的解決方案;開發數據處理和分類的演算法;最後,進行實驗性活動以驗證原型解決方案。基於腦電圖(EEG)的 BCI 系統將被研究,並提供所有 BCI 範式的完整概述。本書的目的是引導讀者從頭到尾,沿著一個可運作的 BCI 原型的研究與開發過程。
本書是設計師、生物醫學工程師、學生、生物技術專家以及希望構思、設計、原型製作和測試創新低成本可穿戴 EEG 基於 BCI 的生物醫學儀器領域人士的指南。
作者簡介
Pasquale Arpaia earned a master's degree and PhD in Electrical Engineering at University of Napoli Federico II (Italy), where he is a professor of Instrumentation and Measurements. He is Head of the Instrumentation and Measurement for Particle Accelerators Laboratory (IMPALab) and the Augmented Reality for Health Monitoring Laboratory (ARHeMlab). He is Team Leader at European Organization for Nuclear Research (CERN) and Deputy Chairman of the Interdepartmental Center for Research on Management and Innovation of Health (CIRMIS), Head of the Hi-Tech Academic FabLab Unina DIETI and Chairman of the Stage Project of the University Federico II. He was also a professor at University of Sannio, associate at Institutes of Engines and Biomedical Engineering of CNR, and now of INFN Section of Naples. Currently, he is an Associate Editor of the Institute of Physics Journal of Instrumentation, Elsevier Journal Computer Standards & Interfaces, MDPI Instruments, and in the past also of IEEE Transactions on Electronics Packaging and Manufacturing. He was Editor at Momentum Press of the Book Collection "Emerging Technologies in Measurements, Instrumentation, and Sensors". He continuously serves as organizing and scientific committee member in IEEE and IMEKO Conferences. He is plenary speaker in several scientific conferences. His main research interests include instrumentation and measurement for magnets, advanced materials, beam, superconductors, power converters. and cryogenics of particle accelerators, biomedical instrumentation, Augmented Reality, Brain Computer Interfaces, evolutionary diagnostics, distributed measurement systems, ADC modelling and testing. In these fields, he published 3 books, several book chapters, and about 300 scientific papers in journals and national and international conference proceedings.
Antonio Esposito was born in 1993. He received a master's degree in Electronic Engineering from the University of Naples Federico II in 2017 and a Ph.D. in Metrology in 2022 from the Politecnico di Torino. His main research activities focus on the measurement of electroencephalographic signals in wearable brain-computer interfaces. He has been working with visually evoked potentials elicited through smart glasses and he participated in the development of a BCI prototype addressed to both industry and healthcare applications. He is currently studying extended reality applications exploiting either evoked or spontaneous brain activity.
Ludovica Gargiulo received a M.S. Degree (cum laude) in Biomedical Engineering at the University of Naples Federico II in 2020. She is currently a Ph.D. student in Information and Communication Technology at the University of Naples Federico II. Her research interests include "Brain-Computer Interfaces" for daily-life applications and biosignal measurement and processing for biomedical applications with a focus on Evoked-Related Potential elicited by cognitive tasks.
Nicola Moccaldi received a M.A. degree in Communication Science at the University of Salerno, the M.Sc. degree in Electronic Engineering and a Ph.D. in Information Technologies and Electrical Engineering at the University of Naples Federico II. Currently he is Senior Researcher of ARHeMLab of DIETI Excellence Department (Laboratory of Augmented Reality for Health Monitoring). His research interests include biomedical instrumentation and measurement. In this field, he published several scientific papers in journals and national and international conference proceedings.
作者簡介(中文翻譯)
Pasquale Arpaia 在意大利那不勒斯費德里科二世大學獲得電機工程碩士學位和博士學位,現為該校儀器與測量教授。他是粒子加速器儀器與測量實驗室(IMPALab)和健康監測擴增實境實驗室(ARHeMlab)的負責人。他是歐洲核子研究組織(CERN)的團隊領導,並擔任健康管理與創新跨部門研究中心(CIRMIS)的副主席,還是那不勒斯費德里科二世大學高科技學術FabLab Unina DIETI的負責人,以及該大學的Stage Project主席。他曾在薩尼奧大學任教,並在意大利國家研究委員會(CNR)的引擎與生物醫學工程研究所擔任副研究員,現在則在那不勒斯的INFN分部工作。目前,他是物理學會《儀器學報》(Journal of Instrumentation)的副編輯,Elsevier期刊《計算機標準與介面》(Computer Standards & Interfaces)、MDPI的《儀器》(Instruments)以及過去的《IEEE電子包裝與製造學報》(IEEE Transactions on Electronics Packaging and Manufacturing)的編輯。他曾在Momentum Press編輯《測量、儀器與傳感器中的新興技術》(Emerging Technologies in Measurements, Instrumentation, and Sensors)書籍系列。他持續擔任IEEE和IMEKO會議的組織及科學委員會成員,並在多個科學會議中擔任全體演講者。他的主要研究興趣包括磁鐵、先進材料、束流、超導體、電源轉換器及粒子加速器的低溫技術、生物醫學儀器、擴增實境、腦機介面、演化診斷、分散式測量系統、ADC建模與測試。在這些領域,他出版了3本書、數個書章,以及約300篇科學論文,發表於期刊及國內外會議論文集中。
Antonio Esposito 於1993年出生。他在2017年獲得那不勒斯費德里科二世大學的電子工程碩士學位,並於2022年在都靈理工大學獲得計量學博士學位。他的主要研究活動集中在可穿戴腦機介面中的腦電圖信號測量。他一直在使用智能眼鏡引發的視覺誘發電位進行研究,並參與開發針對工業和醫療應用的BCI原型。目前,他正在研究利用誘發或自發腦活動的擴增實境應用。
Ludovica Gargiulo 於2020年在那不勒斯費德里科二世大學獲得生物醫學工程碩士學位(優等)。她目前是那不勒斯費德里科二世大學資訊與通信技術的博士生。她的研究興趣包括日常生活應用的「腦機介面」以及針對生物醫學應用的生物信號測量與處理,特別是由認知任務引發的誘發相關電位。
Nicola Moccaldi 在薩勒諾大學獲得傳播科學碩士學位,在那不勒斯費德里科二世大學獲得電子工程碩士學位及資訊技術與電機工程博士學位。目前,他是DIETI卓越部門的ARHeMLab的高級研究員(健康監測的擴增實境實驗室)。他的研究興趣包括生物醫學儀器與測量。在這個領域,他在期刊及國內外會議論文集中發表了多篇科學論文。