Designation

Assistant Professor

Address
 

Phone
 

E-mail

Dept. of ECE, MANIT Bhopal, India

9165971639

rkchaurasiya@manit.ac.in, rkchaurasiya.39@gmail.com

Date of Birth

  03-09-1987

Educational Qualification

B Tech (MANIT Bhopal), M E (IISc Bangalore), PhD (NIT Raipur)

Experience

Specialization

Machine Learning, Pattern Recognition, Brain-Computer Interfacing, Optimization, Biomedical Signal Processing.

Publication

• International Journals: 10
• National Journal: 00
•  National Conference: 00
• International Conference: 23

                                               Total Published Paper: 33

• SCI Journals

1. Chaurasiya, Rahul Kumar, Narendra D. Londhe, and Subhojit Ghosh. "A Novel Weighted Edit Distance-Based Spelling Correction Approach for Improving The Reliability of Devanagari Script-Based P300 Speller System." IEEE-Access Journal, 4 (2016): 8184-8198.
2. Chaurasiya, Rahul Kumar, Narendra D. Londhe, and Subhojit Ghosh. "Binary DE-Based Channel Selection and Weighted Ensemble of SVM Classification for Novel Brain–Computer Interface Using Devanagari Script-Based P300 Speller Paradigm." International Journal of Human–Computer Interaction (Taylor and Francis) 32.11 (2016): 861-877.
3. Chaurasiya, Rahul Kumar, Narendra D. Londhe, and Subhojit Ghosh. "Multi-objective Binary DE algorithm for Optimizing the Performance of Devanagari Script-Based P300 Speller." Biocybernetics and Biomedical Engineering (Elsevier).37.3 (2017): 422-431.

• Other Journals (Scopus Indexed):

1. P Shukla, R K Chaurasiya, S Verma,"A Single Channel P300 BCI-Based Speller for Home Appliances Control System", International Journal of E-Health and Medical Communications. Accepted. 2020.
2. P Singh, B Acharya, Rahul Kumar Chaurasiya, "A comparative survey on lightweight block ciphers for resource constrained applications", International Journal of High Performance Systems Architecture. 8 (2019): 250-270.
3. P Shukla, R K Chaurasiya, S Verma, "A Brain Computer Interface–Based P300 Speller for Home Appliances Control System", International Journal of Innovative Technologies and Exploring Engineering. 9.1 (2019): 1002-1007.
4. P Singh, Piyush Modi, B Acharya, R K Chaurasiya, “Energy-Efficient and High-throughput Implementations of Lightweight Block Cipher” International Journal of Innovative Technology and Exploring Engineering (IJITEE), 9.2 (2019): 35-41.
5. Chaurasiya, Rahul Kumar, Narendra D. Londhe, and Subhojit Ghosh. "Comparison of Machine Learning Methods for Devanagari Script-based P300 Speller System." International Journal of Control Theory and Applications. 9.42 (2017): 477-485
6. Chaurasiya, R. K., N. D. Londhe, and S. Ghosh. "Statistical wavelet features, PCA, and SVM based approach for EEG signals classification." International Journal of Electrical, Computer, Electronics and Communication Engineering (WASET).  9.2 (2015): 182-186.
7. D. Sarala, Tejas Kanikdaley, Sharad Jogi, Rahul Kumar Chaurasiya. “Content-Based Image Retrieval Using Hierarchical Color and Texture Similarity Calculation”. International Journal of Advanced Trends in Computer Science and Engineering (Scopus). 7.2 (2018): 11-16.

• International Conferences:

1. R K Chaurasiya, S K Aravind, Saket Garg, "Adversarial Auto-Encoders for Image Generation From Statistical EEG Features" IEEE International Conference on Power, Control and Computing Technologies (ICPC2T) by IEEE at Raipur. 2020.
2. P Singh, B Acharya, R K Chaurasiya. “Pipelined Architectures of LILLIPUT Block Cipher for RFID Logistic Applications”. IEEE International Conference on Computing, Communication, and Intelligent Systems (ICCCIS). pp. 452-457, IEEE, Oct 2019.
3. P Singh, B Acharya, R K Chaurasiya, “Efficient VLSI Architectures of LILLIPUT Block Cipher for Resource-constrained RFID Devices”. Presented in IEEE International Conference on Electronics, Computing and Communication Technologies (IEEE CONECCT) at IIIT Bangalore. 26-27 July, 2019
4. P Singh, B Acharya, R K Chaurasiya, “High Throughput Architecture for KLEIN Block Cipher in FPGA”. 9^th Annual Information Technology, Electromechanical and Mechatronics Conference (IEMECON), Jaipur. pp. 64-69, IEEE, 13-15 March 2019
5. Nikhil Bichwe, R K Chaurasiya, “Hardware Design of 8×8 and 16×16 2D Discrete Cosine Transform with N/2 Equations for Image Compression”,4th International Conference on Internet of Things and Connected Technologies (ICIoTCT), pp- 241-250. May 09-10, 2019.
6. Rahul Kumar Chaurasiya, S Shukla and T P Sahu, “A Sequential Study of Emotions through EEG using HMM”. 22nd IEEE International Conference on Computational Science and Engineering (IEEE CSE 2019), New York, USA, pp-104-109. 1-3 August, 2019.
7. Deepali Soni, Rahul K Chaurasiya, Sneha Agrawal, “Improving the Classification Accuracy of Accurate Traffic Sign Detection and Recognition System using HOG and LBP Features and PCA-based Dimension Reduction”, Elsevier SSRN International Conference on Sustainable Computing in Science, Technology and Management (SUSCOM-2019), February 26-28, 2019.
8. Rahul Kumar Chaurasiya, Aparajita Saraf, D. Sarala, Tejas Kanikdaley, Sharad Jogi. “Multi-Objective Binary-PSO for Improving the Performance of P300 Spellers”. 2018 3rd International Conference on Internet of Things: Smart Innovation and Usages (IoT-SIU), pp. 1-7. IEEE, 2018.
9. Rahul Chaurasiya and Utkarsh Sahu. “Improving Performance of Product Recommendations Using User Reviews”. 3rd International Conference on Recent Advances & Innovations in Engineering” (ICRAIE-2018), 22-25 November, 2018.
10. Praveen K Shukla and Rahul K Chaurasiya, “A Review on Classification methods used in EEG-based Home Control Systems”. 3rd International Conference on Recent Advances & Innovations in Engineering” (ICRAIE-2018), 22-25 November, 2018.
11. Praveen K Shukla and Rahul K Chaurasiya. “An Experimental Analysis of Motor Imagery EEG Signals Using Feature Extraction and Classification Methodologies”. 2018 IEEE International Conference on Computing, Power and Communication Technologies (GUCON).
12. S Mohdiwale, T P Sahu, R K Chaurasiya, N K Nagwani and S Verma." Detection and classification of noise using bark domain features." 2018 6th International Conference on Communications and Broadband Networking (ICCBN) NTU, Singapore, 2018.
13. Deeksha Karanjgaokar, B Krishna Prasanna, Rahul Kumar Chaurasiya. “Comparison of Classification Methodologies for Predicting the Stages of Diabetic Retinopathy”. IEEE International Conference on Intelligent Sustainable Systems (ICISS), 2017.
14. S Mohdiwale, T P Sahu, R K Chaurasiya, N K Nagwani and S Verma. "Abnormal Activity Detection in Forest Reserve Using Cumulative Short Time Fourier Transform Features." International Conference on Intelligent Sustainable Systems (ICISS), 2017.
15. Sneha Agrawal, Rahul Kumar Chaurasiya. “Automatic Traffic Sign Detection and Recognition Using Moment Invariants and Support Vector Machine”. IEEE International Conference on Recent Innovations in Signal processing and Embedded systems (RISE), MANIT-Bhopal, 2017.
16. Sneha Agrawal, Rahul Kumar Chaurasiya. “Ensemble of SVM for Accurate Traffic Sign Detection & Recognition”. ACM’s International Conference on Graphics and Signal Processing (ICGSP 2017), NTU, Singapore, 2017.
17. Vibhore Bhatnagar, Nikhil Yede, Rahul Singh Keram, and R. K. Chaurasiya. "A modified approach to ensemble of SVM for P300 based brain computer interface." IEEE International Conference on Advances in Human Machine Interaction (HMI) –2016.
18. Harsh Bhagwani, and Rahul Kumar Chaurasiya. “Step Wise LDA on Averaged ERPs for Faster and Efficient Brain-Computer Interfacing.” IEEE International Conference on Human Computer Interactions (ICHCI'16) –2016.
19. R. K. Chaurasiya, N. D. Londhe, and S. Ghosh. “An Efficient P300 Speller System for Brain-Computer Interface”. IEEE International Conference on Signal Processing, Computing and Control–2015.
20. R. K. Chaurasiya, Khushbu Jain et al. “Epileptic Seizure Detection using HHT and SVM”. IEEE International Conference on Electrical, Electronics, Signals, Communication and Optimization (EESCO) – 2015.
21. Y. K. Sen, R. K. Chaurasiya, and Shrish Verma. "A Novel pattern recognition model for real-time voice data input." Confluence The Next Generation Information Technology Summit (Confluence), 2014 5th International Conference-. IEEE, 2014.
22. R. K. Chaurasiya, and Vishakha Chourasia. "High Dynamic Range Imaging for Dynamic Scenes." IEEE Fourth International Conference on Communication Systems and Network Technologies (CSNT), 2014.
23. R. K. Chaurasiya, and K. R. Ramakrishnan. "High Dynamic Range Imaging." IEEE International Conference on Communication Systems and Network Technologies (CSNT), 2013.

• Book Chapters:

1. P. Singh, B Acharya, and R K Chaurasiya, "Lightweight Cryptographic Algorithms for Resource-constrained IoT Devices and Sensor Networks,” in Security and privacy issues in IoT devices and sensor networks” (Series: Advances in ubiquitous sensing applications for healthcare. [ELSEVIER Press]
2. R K Chaurasiya, Astha, Anmol Sarna,"Convolutional Neural Network-Based Pattern Recognition Technique for Diabetic Retinopathy Detection" ICT for Competitive Strategies, (ICTCS-2019). CRC Press Taylor and Francis Group at Udaipur, Rajasthan. May 2020.
3. Shukla S., Chaurasiya R.K., Emotion Analysis through EEG and Peripheral Physiological Signals Using KNN Classifier. In: Pandian D., Fernando X., Baig Z., Shi F. (eds) Proceedings of the International Conference on ISMAC in Computational Vision and Bio-Engineering 2018 (ISMAC-CVB). ISMAC 2018. Lecture Notes in Computational Vision and Biomechanics, vol 30. Springer, Cham, 2019.
4. Rahul Kumar Chaurasiya, Mohd Imroze Khan, Deeksha Karanjgaokar, B Krishna Prasanna. “BPSO-based Feature Selection for Precise Class Labeling of Diabetic retinopathy Images.”. Springer Book Series on Advances in Intelligent Systems and Computing, Vol 949. Springer, Singapore. 2020, pp. 253-264.
5. Rahul Kumar Chaurasiya, "Optimizing the Performance of Devanagari Script-Based P300 Speller System Using Binary PSO Algorithm", International Journal of Business Analytics (IGI-Global-ESCI/Scopus). 2019. Accepted.

• Book Publication:

Rahul Kumar Chaurasiya, “Visual Paradigm-Based P300 Spellers”, Notion Press, 2018, ISBN: 9781644293768

Member of professional bodies

Life member of IETE, Life member of Indian Academy of Neuroscience, Member of IEEE

Country        Visited

1. Dubai, UAE (2020) for attending IEEE International Conference on Computation, Automation and Knowledge Management (ICCAKM 2020) at Amity University, Dubai.
2. Bangkok, Thailand (2018) for attending 8th Int. Conf. on Computing, Engg. & IT (ICCEIT).
3. Singapore (2017) for attending ACM's Int. Conf. on Graphics and Signal Processing at NTU, Singapore.
4. London, United Kingdom (2015) for attending XIII International Conference on Data Mining and Computational Intelligence.

Achievements/ Awards

SCHOLASTIC ACHIEVEMENTS

1. 99.61 percentile score in GATE-2009 (AIR-165).
2. AIR-1899 (State Rank-96) in AIEEE-2005 in over 6 lakh students.
3. 3^rd Rank in ECE Dept. in MANIT, Bhopal.
4. Merit holder in class-XII and class-X.

PROFESSIONAL AWARDS:

1. Recipient of Best paper Award in IEEE Int. Conf. on Power, Control and Computing Technologies (ICPC2T) organized in Raipur, India, 2020.
2. Recipient of Best Paper award in 8th International Conference on Computing, Engineering and Information Technology (ICCEIT 2018) organized in Bangkok, Thailand, 2018.
3. Recipient of Best Paper award in ICACSET-2017, organized at Kochi, India in March-2017.
4. Recipient of Summer Research Fellowship SRF-2015 (for faculty) by Indian Academy of Science, Bangalore for carrying research-work at IISc, Bangalore (May-July, 2015).

Number of P.G. Projects guided

 07

Project/ Consultancy undertaken
 

Title- Development of efficient Devanagari Script Input Based P300 Speller system for Brain-Computer Interface.

Sponsored by- CSRI, Dept. of Science and Technology (DST), GoI.

Duration- 3 years (2016-19)-Completed.

Approximate Cost-27,10,600/-, Role: Co-PI

Administrative work done

Departmental Responsibilities at MNIT Jaipur

1. Coordinator: Dept. website updates.
2. Coordinator: First Year B Tech Academics
3. Coordinator: Dept. NBA team.
4. Member of Dept. Industry Coordination Committee.
5. Member of Dept. Purchase Committee.
6. Coordinator of M Tech (Embedded Systems).

Departmental Responsibilities at NIT Raipur

1. Department examination controller.
2. Department UG project coordinator.
3. Department admission and MIS in-charge.
4. Lab in-charge: Analog circuit lab.
5. Supervised 47 B Tech and 7 M Tech Students.
6. Member of department NBA team.
7. Member of Dept. Guidance Committee (DGC) and Dept. Research Committee (DRC).

Institute Level Responsibilities at NIT Raipur

1. Member of Institute Purchase Committee.
2. Departmental Faculty in-charge of institute’s Public and Media Relations Cell (PMRC).
3. Member of E-cell in Career Development Cell (CDC).
4. Member of institute convocation committee.
5. Member of institute anti-ragging committee.

Any other information

SHORT TERM TRAINING PROGRAM ORGANIZED & CO-ORDINATED

1. One Week FDP on “AI and Machine Learning” at MNIT Jaipur (23-28 Dec, 2019)-Sponsored through E&ICT Academy.
2. One Week AICTE (ATAL Academy) Sponsored workshop on “Robotics and Computer Vision” at MNIT Jaipur (16-20 Dec 2019).
3. One Week FDP on “Robotics and Artificial Intelligence”, at MNIT Jaipur (24-28 June, 2019)-Sponsored through E&ICT Academy.
4. One Week FDP on “Machine Learning and IoT”, at NIT Raipur (11-15 March, 2019)-Sponsored through E&ICT Academy.
5. Summer Training Program (STP-2019) under TEQIP III on “Smart Electronics System Design”, at MNIT Jaipur (May 27-June 30, 2019).
6. TEQIP Sponsored One week STTP on “Digital Image Processing, Pattern Recognition and Applications” at NIT Raipur (07-11 March, 2016).
7. TEQIP Sponsored One week STTP on “Advanced Optimization and Applications” at NIT Raipur (03-07 August, 2015).
8. Self-Sponsored One week STTP on “Machine Learning” at NIT Raipur (28 Aug-01 Sep, 2017).
9. TEQIP Sponsored Second STTP on “Machine Learning” at NIT Raipur (18-22 Dec 2017).
10. Self-sponsored Third STTP on “Machine Learning” at NIT Raipur (29 Oct-02 Nov, 2018).

EXPERT LECTURES DELIVERED in MNIT Jaipur

1. In workshop “Robotics: Theory, Concepts and Implementation” (Sponsored by AICTE), at MNIT Jaipur, during 24-28 May 2019.
2. In One-week STP on “Wireless Communication and Signal processing Techniques” (Sponsored by TEQIP-III), at MNIT Jaipur, during 20-24 May, 2019.
3. In One-week FDP on “New Waves on Communications & Networks” (Sponsored by E & ICT Academy), at MNIT Jaipur, during 15-19 March 2019.                                                                  

EXPERT LECTURES DELIVERED in NIT Raipur

1. In One-week STTP on “Digital Image Processing, Pattern Recognition and Applications” at NIT Raipur, 2016.
2. In One-week STTP on “Advanced Optimization and Applications” at NIT Raipur, 2015.
3. In One Week STTP on “Logic Building using C and Matlab” at NIT Raipur, 2016.
4. In One Week 2^nd STTP on “Logic Building using C and Matlab” at NIT Raipur, 2016.
5. In One week STTP on “Medical Image and Signal Processing”, at NIT Raipur, 2016.
6. In One week STTP on “Linear and Non-linear signal processing and its applications on bio-medical signals”, at NIT Raipur, 2016.
7. In One week 2^nd STTP on “Medical Image and Signal Processing”, at NIT Raipur, 2017.
8. In third STTP on “MACHINE LEARNING” at NIT Raipur (29 Oct-02 Nov, 2018).

OTHER INVITED EXPERT TALKS (OUTREACH ACTIVITY)