Epilepsy Detection by Processing of EEG signals using LabVIEW Simulation

被引:0
|
作者
Hallur, S. N. [1 ]
Torse, D. A. [1 ]
Aithal, V. K. [1 ]
Santaji, S. S. [1 ]
机构
[1] KLS Gogte Inst Technol, Dept ECE, Belagavi, India
关键词
Epilepsy; EEG; threshold; simulation; LabVIEW;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Epileptic seizure or epilepsy, commonly known as fits, have been occurring one in a 100 in day to day life and the causes to this are many. The objective of the work presented over here is that the epilepsy occurrence appearing physically can be detected a priori via a use of the LabVIEW software. This is accomplished by capturing and monitoring the Electroencephalograph (EEG) signals from the patients, distinguishing the signals with respect to their frequencies and then comparing it with the threshold with respect to their amplitudes. Crossing of amplitudes beyond certain threshold indicates the occurrence or initiation of the Epilepsy and thus it can be indicated by the occurrence of an alarm or blinking of a LED specified for the particular frequency. The proposed detection mechanism is implemented and simulated using LabVIEW Simulation Software by feeding in the EEG signal samples as input.
引用
收藏
页码:1101 / 1106
页数:6
相关论文
共 50 条
  • [1] Early Detection of Epilepsy using EEG signals
    Kumar, Selvin Pradeep S.
    Ajitha, L.
    2014 INTERNATIONAL CONFERENCE ON CONTROL, INSTRUMENTATION, COMMUNICATION AND COMPUTATIONAL TECHNOLOGIES (ICCICCT), 2014, : 1509 - 1514
  • [2] Epilepsy Seizure Detection Using EEG signals
    Lasefr, Zakareya
    Ayyalasomayajula, Sai Shiva V. N. R.
    Elleithy, Khaled
    2017 IEEE 8TH ANNUAL UBIQUITOUS COMPUTING, ELECTRONICS AND MOBILE COMMUNICATION CONFERENCE (UEMCON), 2017, : 162 - 167
  • [3] Classification of EEG Signals for Epilepsy Detection Using PCA Analysis
    Kar, Moushmi
    BIOMEDICAL ENGINEERING SCIENCE AND TECHNOLOGY, ICBEST 2023, 2024, 2003 : 204 - 219
  • [4] Epilepsy Detection from EEG Signals Using Artificial Neural Network
    Sallam, Amer A.
    Kabir, Muhammad Nomani
    Ahmed, Abdulghani Ali
    Farhan, Khalid
    Tarek, Ethar
    INTELLIGENT COMPUTING & OPTIMIZATION, 2019, 866 : 320 - 327
  • [5] An Efficient Automated Technique for Epilepsy Seizure Detection Using EEG signals
    Lasefr, Zakareya
    Ayyalasomayajula, Sai Shiva V. N. R.
    Elleithy, Khaled
    2017 IEEE 8TH ANNUAL UBIQUITOUS COMPUTING, ELECTRONICS AND MOBILE COMMUNICATION CONFERENCE (UEMCON), 2017, : 76 - 82
  • [6] A deep learning approach for epilepsy seizure detection using EEG signals
    Kaushik, Manoj
    Singh, Divyanshu
    Kishore-Dutta, Malay
    Travieso, Carlos M.
    TECNOLOGIA EN MARCHA, 2022, 35
  • [7] Epilepsy detection from EEG signals: a review
    Sharmila A.
    Journal of Medical Engineering and Technology, 2018, 42 (05): : 368 - 380
  • [8] Interpretation of Human Thought Using EEG Signals and LabVIEW
    Sulaiman, Norizam
    Hau, Cheng Chee
    Hadi, Amran Abdul
    Mustafa, Mahfuzah
    Jadin, Shawal
    2014 IEEE INTERNATIONAL CONFERENCE ON CONTROL SYSTEM COMPUTING AND ENGINEERING, 2014, : 384 - 388
  • [9] EEG Brain Signal Processing for Epilepsy Detection
    Jain, Shruti
    Paul, Sudip
    Sharma, Kshitij
    RECENT ADVANCES IN ELECTRICAL & ELECTRONIC ENGINEERING, 2023, 16 (07) : 709 - 716
  • [10] Classification of Focal and Nonfocal EEG Signals Using ANFIS Classifier for Epilepsy Detection
    Deivasigamani, S.
    Senthilpari, C.
    Yong, Wong Hin
    INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, 2016, 26 (04) : 277 - 283