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	<Article> 

	<Journal> 

	<PublisherName>International Science Community Association</PublisherName>

	<JournalTitle>Research Journal of Engineering Sciences</JournalTitle> 

	<Issn>2278-9472</Issn>

	<Volume>10</Volume>

	<Issue>1</Issue>

	<PubDate PubStatus="ppublish"> 

	<Year>2021</Year> 

	<Month>01</Month> 

	<Day>26</Day> 

	</PubDate>

	</Journal>



	<ArticleTitle>Human behavioral analysis using ECG and EEG</ArticleTitle> 


	<FirstPage>54</FirstPage>

	<LastPage>57</LastPage>



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	<Language>EN</Language> 
	<AuthorList>

	
		<Author> 

		<FirstName>Bhagat</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Amit </LastName>

		<Suffix>1</Suffix>

		<Affiliation>Department of Electronics and Computer Engineering, Institute of Engineering, Pulchowk Campus, Tribhuvan University, Nepal</Affiliation>

		</Author>
		<Author> 

		<FirstName>Adhikari </FirstName>

		<MiddleName> </MiddleName>

		<LastName>Nanda Bikram </LastName>

		<Suffix>2</Suffix>

		<Affiliation>Department of Electronics and Computer Engineering, Institute of Engineering, Pulchowk Campus, Tribhuvan University, Nepal</Affiliation>

		</Author>
		<Author> 

		<FirstName>Muthumala</FirstName>

		<MiddleName> </MiddleName>

		<LastName>C.K. </LastName>

		<Suffix>1</Suffix>

		<Affiliation>Research Division, State Timber Corporation, Sri Lanka</Affiliation>

		</Author>
		<Author> 

		<FirstName>Silva</FirstName>

		<MiddleName> </MiddleName>

		<LastName>S. De </LastName>

		<Suffix>2</Suffix>

		<Affiliation>Dept. of Civil and Environmental Engineering, Faculty of Engineering, University of Ruhuna, Hapugala, Galle, Sri Lanka  </Affiliation>

		</Author>
		<Author> 

		<FirstName>Alwis</FirstName>

		<MiddleName> </MiddleName>

		<LastName>P.L.A.G. </LastName>

		<Suffix>3</Suffix>

		<Affiliation>Dept. of Agric. Engineering, Faculty of Agriculture, University of Ruhuna, Mapalana, Kamburupitiya, Sri Lanka</Affiliation>

		</Author>
		<Author> 

		<FirstName>Arunakumara </FirstName>

		<MiddleName> </MiddleName>

		<LastName>K.K.I.U. </LastName>

		<Suffix>4</Suffix>

		<Affiliation>Dept. of Crop Science, Faculty of Agriculture, University of Ruhuna, Mapalana, Kamburupitiya, Sri Lanka</Affiliation>

		</Author>
		<Author> 

		<FirstName>Edoh</FirstName>

		<MiddleName> </MiddleName>

		<LastName>AGBO Komitse </LastName>

		<Suffix>1</Suffix>

		<Affiliation>Laboratory of Research in Engineering Sciences, Engineers High National School, University of Lome, 01 BP 1515, Lome, Togo</Affiliation>

		</Author>
		<Author> 

		<FirstName>Dany</FirstName>

		<MiddleName> </MiddleName>

		<LastName>AYITE Yawovi M.X. </LastName>

		<Suffix>2</Suffix>

		<Affiliation>Laboratory of Research in Engineering Sciences, Engineers High National School, University of Lome, 01 BP 1515, Lome, Togo</Affiliation>

		</Author>
		<Author> 

		<FirstName>Irina </FirstName>

		<MiddleName> </MiddleName>

		<LastName>PACHOUKOVA </LastName>

		<Suffix>3</Suffix>

		<Affiliation>Laboratory of Research in Engineering Sciences, Engineers High National School, University of Lome, 01 BP 1515, Lome, Togo</Affiliation>

		</Author>
		<Author> 

		<FirstName>M.A.</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Samad </LastName>

		<Suffix>1</Suffix>

		<Affiliation>Department of Industrial and Production Engineering, Shahjalal University of Science and Technology, Sylhet, Bangladesh</Affiliation>

		</Author>
		<Author> 

		<FirstName>P.P.</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Chowdhury </LastName>

		<Suffix>2</Suffix>

		<Affiliation>Department of Industrial and Production Engineering, Shahjalal University of Science and Technology, Sylhet, Bangladesh</Affiliation>

		</Author>
		<Author> 

		<FirstName>A.A.</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Rahi </LastName>

		<Suffix>3</Suffix>

		<Affiliation>Department of Industrial and Production Engineering, Shahjalal University of Science and Technology, Sylhet, Bangladesh</Affiliation>

		</Author>
		<Author> 

		<FirstName>M.M. </FirstName>

		<MiddleName> </MiddleName>

		<LastName>Hossain </LastName>

		<Suffix>4</Suffix>

		<Affiliation>Department of Industrial and Production Engineering, Shahjalal University of Science and Technology, Sylhet, Bangladesh</Affiliation>

		</Author>
		<Author> 

		<FirstName>Pratap</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Birendra </LastName>

		<Suffix>1</Suffix>

		<Affiliation>Department of Geophysics, Institute of Science, Banaras Hindu University, Varanasi-221005, Uttar Pradesh, India</Affiliation>

		</Author>
		<Author> 

		<FirstName>Dev </FirstName>

		<MiddleName> </MiddleName>

		<LastName>Hari </LastName>

		<Suffix>2</Suffix>

		<Affiliation>Central Soil and Materials Research Station, New Delhi-110016, India</Affiliation>

		</Author>
		<Author> 

		<FirstName>Paul</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Trisha </LastName>

		<Suffix>1</Suffix>

		<Affiliation>Electronics and Instrumentation Engg., Narula Institute of Technology, India</Affiliation>

		</Author>
		<Author> 

		<FirstName>Bhattacharyya</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Chaitali </LastName>

		<Suffix>2</Suffix>

		<Affiliation>Electronics and Instrumentation Engg., Narula Institute of Technology, India</Affiliation>

		</Author>
		<Author> 

		<FirstName>Das </FirstName>

		<MiddleName> </MiddleName>

		<LastName>Susmita </LastName>

		<Suffix>3</Suffix>

		<Affiliation>Electronics and Instrumentation Engg., Narula Institute of Technology, India</Affiliation>

		</Author>

	<Author>

	<CollectiveName></CollectiveName>>

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	<PublicationType>Short Communication</PublicationType>


	<History>  
	<PubDate PubStatus="received">
	<Year>2020</Year>
	<Month>9</Month>
	<Day>8</Day>
	</PubDate>
	<PubDate PubStatus="accepted">										
	<Year>2021</Year> 
	<Month>01</Month>									
	<Day>26</Day> 
	</PubDate>

	</History>
	<Abstract>To improve human and machine interaction, detection of positive or negative emotions play the lead role. There are some basic human emotions like anger, disgust, fear, happiness, sadness and surprise. Some emotions are positive like happy and surprise (at some cases) and some emotions are negative like anger, sadness, disgust, fear. Here, EEG (Electroencephalography) and ECG (Electrocardiography) can be mainly analyzed to get better result to detect these emotions more than the usual face expression recognition where the subject can have control over. Another part of this work is ERP which is also known as event-related potential is a measured response of cognitive behaviour or any motor event. While moving any part of our body human brain is the main controller. Brain Computer Interface (BCI) is a device that allows brain to communicate with computational devices. In this paper, a database has been taken where the subject is a 21 years old, right handed male without any medical condition. The database is recorded while the subject was moving both of his hands and when the hands were in baseline. Here, the difference between the two tasks and the effects on the brain because of the motor movements will be discussed. Not only in Brain Computer Interface but also in medical field, analysis of behaviour using hand gestures can be the most effective matter of interest.</Abstract>

	<CopyrightInformation>Copyright@ International Science Community Association</CopyrightInformation>

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