DR. BIJOY LAXMI KOLEY

Assistant Professor

About

Email	bijoylaxmi.koley@bcrec.ac.in
Date of birth	1978-10-06
Date of joining	2009-01-09
Department	Electrical Engineering
Address	23/9 joydeb, b zone, Durgapur
Vidwan ID	185647
About Me	I have completed my B.E. from NIT ROURKELA 2002, M.Tech from DAV, INDORE, 2002, PhD from J U IN 2015.
Specialization / Research Interest	Biomedical signal processing, measurement, Instrumentation, pattern recognition, machine learning, deep learning

Qualifications

Educational Qualifications

B.E.
NIT ROURKELA - 2000
M.Tech
DAV, INDORE - 2002
PHD
JU - 2015

Teaching and R & D experience

Teaching	Research	Industry
25

Online Mode Teaching

Subject	Link
PPT, Google form, Word document, CANVAS

Assistant Professor (III) B.C.R.E .C. 01.01.2020 to till date

Assistant Professor (II) B.C.R.E.C 9.01.2009 to 30.12.2019

Senior Lecturer HIT, Haldia 3.12.2006 to 19.08.2008

Lecturer HIT, Haldia 3.12.2001 to 2.12.2006

Sensors and Transducers, Electrical Measurement &Instrumentation, Microprocessor & Microcontroller, Biomedical Instrumentation, Remote control & Telemetry, Industrial Instrumentation, Electronic Measurement & Instrumentation, Analog Electronics, Analytical Instrumentation, Nonconventional Energy sources, Non-destructive testing.

Biomedical signal processing, measurement, Instrumentation, pattern recognition, machine learning, deep learning

Activities

Area of Interest

Biomedical signal processing, measurement, Instrumentation, pattern recognition, machine learning, deep learning

Publications

Journal

Date	Title	Journal	DOI	Link
07-05-2025	Stub-based Higher order Harmonics suppression for upper W-LAN Band microstrip Patch Antenna	Journal of Neonatal Surgery	DOI	View
04-03-2025	Ultrasonic Leak Detection Using MEMS Sensors For Industrial Pneumatic Pipeline Monitoring	Journal of Neonatal Surgery	DOI	View
30-12-2024	Predictive Modeling of length of stay in General Surgery patients Using Artificial Intelligence	Frontiers in Health Informatics	DOI	View
28-12-2024	Wavelet-Enhanced Deep Learning for Sleep Apnea Classification: A Comprehensive Analysis	OEIL RESEARCH JOURNAL	DOI	View
26-12-2024	Real-Time Sleep Stage Detection System for Suspected Obstructive Sleep Apnea Subject using Deep Learning Interpretability-based Feature Selection	African Journal of Biomedical Research	DOI	View
25-12-2024	A Low-Power IoT-Enabled System for Real-Time Sleep Apnea Detection Using Temporal Fusion Transformer	TANZ Research Journal	DOI	View
04-11-2024	Machine Learning-Driven Nanomaterial Design: Predictive Modeling for Enhanced Performance in Electronics	Nanotachnology Perceptions	DOI	View
07-05-2024	Periodic variation of ECG, EEG and respiration signals in different physiological states of sleep apnea subjects	AIP Conf. Proc.	DOI	View
17-09-2013	Real-Time Adaptive Apnea and Hypopnea Event Detection Methodology for Portable Sleep Apnea Monitoring Devices	IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING,	DOI	View
05-06-2013	On-Line Detection of Apnea/Hypopnea Events Using SpO2 Signal: A Rule-Based Approach Employing Binary Classifier Models	IEEE Journal of Biomedical and Health Informatics	DOI	View
04-04-2013	Automatic detection of sleep apnea and hypopnea events from single channel measurement of respiration signal employing ensemble binary SVM classifiers	MEASUREMENT	DOI	View
01-12-2012	An ensemble system for automatic sleep stage classification using single channel EEG signal	Computers in Biology and Medicine	DOI	View

Conference

Date	Title	Conference	DOI	Link
07-10-2021	An Electrical Equivalent Model of the Pulmonary Ventilatory System	2021 2nd International Conference on Smart Electronics and Communication (ICOSEC)	DOI	View
23-01-2024	An Adaptive Deep Neural Network for Sleep Staging using Electroencephalogram	2023 IEEE 3rd Applied Signal Processing Conference (ASPCON)	DOI	View
27-03-2023	Wireless Sensor and Smartphone-based System for Detection of Sleep Apnea	2022 IEEE 6th International Conference on Condition Assessment Techniques in Electrical Systems (CATCON)	DOI	View
27-03-2023	Wireless Sensor and Smartphone-based System for Detection of Sleep Apnea	2022 IEEE 6th International Conference on Condition Assessment Techniques in Electrical Systems (CATCON)	DOI	View
13-02-2014	Classification of sleep apnea using cross wavelet transform		DOI	View
14-02-2013	Adaptive classification system for real-time detection of apnea and hypopnea events	2013 IEEE Point-of-Care Healthcare Technologies (PHT)	DOI	View

Participations

Participation In Seminar / Conference / Symposium / Workshop / Discussion Meeting

SL. No.	Event	Duration	Year
1	National conference on Computing and Communication Systems (NCCCS)	21-22 November 2012	2012
2	Third International Conference on Emerging Applications of Information Technology (EAIT),	Nov 30-Dec 1	2012
3	IEEE India Conference INDICON,	7-9 December	2012
4	2021 2nd International Conference on Smart Electronics and Communication (ICOSEC)	07-09 October 2021	2021
5	2013 IEEE Point of Care Health care Technologies	16-18 Jan 2013	2013
6	2023 IEEE 3rd Applied Signal Processing Conference (ASPCON)	24-25 NOV, 2023	2023
7	International Conference on Advanced Communication Control & Computing Technology (ICACCCT-2022)	28-30 June	2022
8	2005 3rd International Conference on Intelligent Sensing and Information Processing	14-17 Dec	2005
9	National conference on Computing and Communication Systems (NCCCS)	21-22 November 2012	2012

Faculty Development Programmes

Start Date	End Date	Title	Organizer
11-03-2024	15-03-2024	Emerging Frontiers: Navigating the convergence of Technology and Science for Present progress and future innovation	DR. B. C. ROY ENGINEERING COLLEGE
22-04-2024	26-04-2024	Machine Learning Application for Sustainable Society	Department of Compute Science and Engineering, DR. B. C. ROY ENGINEERING COLLEGE
18-12-2023	23-12-2023	Health Monitoring and Rehabilitation Of Structures (HMRS 2023)	Department of Civil Engg, DR. B. C. ROY ENGINEERING COLLEGE
19-12-2022	23-12-2022	Recent Advancement in Smart Grid and Renewable Energy	Department of Electrical Engineering & Institute Of Engineers, DR. B. C. ROY ENGINEERING COLLEGE
19-09-2022	23-09-2022	Recent Trends and Advances in Electronics	Department of Electronicsand Communication Engineering, DR. B. C. ROY ENGINEERING COLLEGE
06-02-2023	10-02-2023	Fast Emerging Research Domain for Future Trends of Advanced Computation	DR. B. C. ROY ENGINEERING COLLEGE
15-02-2023	19-02-2023	Artificial Intelligence and Machine Learning	DR. B. C. ROY Polytechnic College
17-07-2023	21-07-2023	Sustainable Technologies and Algorithms in Electrical Engineering	Department of Electrical Engineering ,DR. B. C. ROY ENGINEERING COLLEGE

Participation In Administrative Committees

SL. No.	Post	Committee	Year
1	NSS officer	NSS	2019 to 2020
2	Departmental Exam-cell co-ordinator	EXAMCELL	2019 to JUNE 2023
3	TECH GURU	IDEA LAB	2022 TO TILL DATE
4	NBA (CRITERION NO. 2)	NBA	2024 TO TILL DATE

Thesis Supervised

Patent

Patents

Date	Title	Patent No.	Country
25-04-2025	MACHINE LEARNING ALGORITHMS FOR IOT: POWERING INTELLEGENT SYSTEMS	202431098520	INDIA
03-05-2025	AI BASED ORGANIC WASTE COMPOSTER	6437806	UK

Highlights

Faculty-Details