: ravikumar@nitw.ac.in : 8702462444
Research Interests: Signal Processing Algorithms, Machine Learning AlgorithmsNature Inspired Algorithms .Process Control Design,
specializations
B. E (E.C.E) Osmania University, Hyderabad
M.Tech (Electronic Instrumentation & Control Systems) , J. N. T.U, Kakinada
Ph.D, Signal Processing, , ( Thesis: Some Investigations on Kalman Filtering Algorithms for Target Tracking Applications.) , N.I.T Warangal,
Message
Self Motivation is Best Motivation
Tomorrow`s problem cannot be solved with Yesterday`s Technology
Course Taught Previously |
Course Taught Previously
Academic Year |
Semester |
Classes |
Course ID |
Course Name |
2006-2007 | 4 | B.Tech | Applied Electronics | |
2007-08 |
3 |
B.TECH |
ECE220(EEE) |
Analog Electronics |
2008-2009 |
5 |
B.TECH |
ECE320(CS) |
MicroProcessor and Interfacing |
2008-2009 |
4 |
B.TECH |
Electonic Instrumentation & control system |
|
2008-2009 |
2 |
B.TECH |
BE 101 |
Basic Electronic Engg |
2009-10 |
5 |
B.Tech |
EC 314 |
LINEAR I.C. APPLICATIONS |
2010-2011 |
2 |
M.Tech |
EC5172 |
Process control instrumentation |
2013-2014 | 1 | M.Tech | EI5102 | Transducers & Signal Conditioning Ckts |
2014-15 | 7 | B.Tech | EC 401 | Electronic instrumentation |
2014-15 | 8 | B.Tech | EC 466 | PC based Instrumentation |
2015-2016 | 6 | B.Tech | EC | Digital Signal Processing |
2015-16 | 7 | B.Tech | EC 301 | Linear IC Applications |
2016-2017 | 2 | M.Tech | EC 5153 | Industrial Automation and Control |
2020-2021 | 2 | M.Tech | EI5102 | Machine Learning and Applications |
B.Tech | ECE | 1 | Joy of Electronics | |
Courses Currently Being Taught
Classes |
Department |
Semester |
Course ID |
Course Name |
B.Tech | ECE | 4 | Artificail Intelligence and Machine Learning | |
B.Tech | ECE | 5 | Digital Signal processing | |
Publications |
Journal Publication Details
RamaSukanya Adari, , SaiKiran Sanjay Mirthipati, , Naresh Malothu, and Ravi Kumar Jatoth, "Real Time Implementation of Modified LD-NET using Docker on NVIDIA Jetson Nano for Image Dehazing Application" , 2023 IEEE 2nd Conference on Computer Vision and Machine Intelligence (IEEE CVMI 2023), December 10-11, 2023 at ABV-Indian Institute of Information Technology and Management, Gwalior, Madhya Pradesh, India. ( Accepted)
Debasish Saha, Ravi Kumar Jatoth, Y.N Reddy,Sep: A New Nonlinear Activation Function for Biomedical Applications and Image Classification,2023 International Conference on Data Science and Network Security (ICDSNS),979-8-3503-0159-5/23/$31.00 ©2023 IEEE
Amit Thakur, Ravi Jatoth, Harit and Rahul Nayak, "Physical Implementation of Multi Power Domain SoC Design" THE 14th INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND NETWORKING TECHNOLOGIES (ICCCNT) · July 6th - 8th, 2023. IIT - Delhi
Jotirmayee Ghosh, Ravi Kumar Jatoth and Joydeep Bhattacharjee, Design and Implementation of a configurable Asynchronous Sample-Rate Converter for Digital Audio, THE 14th INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND NETWORKING TECHNOLOGIES (ICCCNT) · July 6th - 8th, 2023. IIT - Delhi
Surya Prakash Surepally,Rahul Gargay Bhamidipati, RAVI KUMAR JATOTH, "Quaternary Classification of Image Fog Opacity on Arduino Nano BLE using Modified CNN",7th International Conference On Computing, Communication, Control And Automation, Pune 2023
Divikshi Saran, Asha Anand, KV Ramesh Gupta, Asan Sukriya, Ravi Kumar Jatoth, Analysis of Isolated DC-DC Converters for Medium Power Applications, Fourth International Conference on Emerging Research in Electronics, Computer Science and Technology (ICERECT), 2022
Rudra Kalyan, Ravi kumar jatoth, RISHENDRA TIRUVEEDHULA "A New Concatenated Method For Deep Curve Estimation Using Low Weight Cnn For Low Light Image Enhancement "2nd International Conference on Innovation in Technology “IEEE 2 nd INOCON 2023” 03-05-March 2023 bangalore.
Rahul Gargay Bhamdipati, Naresh maloth, Ravi Kumar Jatoth, Surya Prakash Surepally "Real-time classification of haze and non-haze images on Arduino Nano BLE using Edge Impulse" 4th IEEE sponsored International Conference on Commputing Communication Systems, I3CS-2023 16th to 18th March 2023, NEHU, Shillong.
Abhinay Desu, VIJAY VIGHNESH, Laxmikantham Durgam and RAVI KUMAR JATOTH, Real-time classification of Vehicle Logos on Arduino Nano BLE using Edge Impulse, 4th International Conference on Signal Processing and Communication (ICSPC), Karunya Universty , Coimbatore, 2023
Bhavya Teneru, Ramylaxmi S, Ravi Kumar jatoth, Fertilizer Recommendation for Rice Crop based on NPK Nutrient deficiency using Deep Neural Networks and Random Forest Algorithm, International Conference on Artificial Intelligence and Signal Processing, -2023, VIT-AP University, Amaravati, Andhra Pradesh-522237, India .
Vijaya Kumar Munagala, Ravi Kumar Jatoth, "Efficient Tuning of FOPID Controller using Jellyfish Search Optimization (JSO) Algorithm for DC motor speed control", pg 19-24, 2022 IEEE International Symposium on Smart Electronic Systems (iSES) 2022.
Laxmi kantham Durgam, Ravi kumar Jatoth, "Age Estimation based on MFCC Speech Features and Machine Learning Algorithms", 2022 IEEE International Symposium on Smart Electronic Systems (iSES) 2022.
Munagala V.K., Jatoth R.K. (2021) Optimal Design of Fractional Order PID Controller for AVR System Using Black Widow Optimization (BWO) Algorithm. In: Gopi E.S. (eds) Machine Learning, Deep Learning and Computational Intelligence for Wireless Communication. Lecture Notes in Electrical Engineering, vol 749. Springer, Singapore. https://doi.org/10.1007/978-981-16-0289-4_2.
Soma P., Sravanthi C., Srilakshmi P., Jatoth R.K. (2021) Implementation of Single Image Histogram Equalization and Contrast Enhancement on Zynq FPGA. In: Laxminidhi T., Singhai J., Patri S.R., Mani V.V. (eds) Advances in Communications, Signal Processing, and VLSI. Lecture Notes in Electrical Engineering, vol 722. Springer, Singapore. https://doi.org/10.1007/978-981-33-4058-9_7.
Puneeth Reddy R., Ravi Kumar J. (2021) Investigations on Performance Indices Based Controller Design for AVR System Using HHO Algorithm. In: Dave M., Garg R., Dua M., Hussien J. (eds) Proceedings of the International Conference on Paradigms of Computing, Communication and Data Sciences.
Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-15-7533-4_16
Book Chapters:
S.No. |
Name of the Textbook (e-content) / Technical Report / Monogram / Chapter Developed |
Year of Publication |
1 |
Advances in Intelligent and Soft Computing Soft Computing Models in Industrial and Environmental Applications. The book chapter title "Controller Tuning Using a Cauchy Mutated Artificial Bee Colony Algorithm" |
Springer 2011 |
2 |
Lecture Notes in Computer Science Swarm Evolutionary and Memetic Computing , The book chapter title "A Hybrid GA-Adaptive Particle Swarm Optimization Based Tuning of Unscented Kalman Filter for Harmonic Estimation" |
Springer, 2010 |
3 |
Communications in Computer and Information Science, Swarm Evolutionary and Memetic Computing, Adaptive Bacterial Foraging Optimization Based Tuning of Optimal PI Speed Controller for PMSM Drive |
Springer, 2010 |
4 | Ravichander Janapati, Ravi Kumar Jatoth, A Brahmananda Reddy, Ch Balaswamy "Particle Swarm Intelligence-Based Localization Algorithms in Wireless Sensor Networks" Smart Sensor Networks Using AI for Industry 4.0: Applications and New Opportunities, CRC Press | 2021 |
5 |
Munagala V.K., Jatoth R.K. (2021) Design of Fractional-Order PID/PID Controller for Speed Control of DC Motor Using Harris Hawks Optimization. In: Kumar R., Singh V.P., Mathur A. (eds) Intelligent Algorithms for Analysis and Control of Dynamical Systems. Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-15-8045-1_11. |
2021 |
PHDs Supervised |
Ph.D.'s Supervised/Ongoing
Sr. no. |
Name of Student |
Mode |
Area of Research |
Remarks |
1 |
Hathiram Nenavath |
Full Time |
Object Tracking Using New Hybrid Evolutionary Algorithms |
Awarded |
2 |
Kishor Ingle |
Full Time |
Channel Equalization in Wireless Communication Systems using Metaheuristic Algorithms and Machine Learning Based Approaches |
Awarded
|
3 |
Jailsingh Bhookya |
Full Time |
Design of Optimal FOPID/PID controller fpr Industrial systems and Integration of IOT Applications | Awarded |
4 |
Prathap Soma |
Full Time |
Some Investigations on development of an embedded framework for Real time Image/Video Dehazing Applications
|
Awarded |
5. |
A.B Ahadit |
Full Time |
Multi feature fusion based facial expression recognition using deep learning techniques
|
Awarded |
6. |
Vijay Kumar Munagala |
Full TIme |
Design of Intelligent Fopid/Pid Controllers using Meta-Heuristic |
Awarded |
7 |
D Laxmikantham |
Full Time |
Image/Video Processing |
Ongoing |
8 |
Mrs ASHWINI KESHAMPETA | Part Time | Image/Video Processing | On Going |
9 |
Mrs Vidhya Komarina | Full Time | Signal Processing | On Going |
10 | Mr Maloth Naresh | JRF | Image Processing | On Going |
11 | Mrs Maloth Vijaya | Full Time | Image Processing , Low Light Image Enhancement | On Going |
12 | U Sudheer Kumar | Part time | Control System Design with IOT | On Going |
13 | Sanjay Madupu | Full Time | Harware Accelerators for Machine learning Algorithms | On Going |
Workshops/Conferences |
Workshop/SSTPs/Conference Organized
Title |
Date |
Faculty Development Program |
Organized At |
|
1. Applications of Applied Signal Processing, Communications, and Devices for IoT-driven e-Health Care | 12th -21st May 2022 |
|
Post-Graduate Department of Electronics and Instrumentation Technology, University of Kashmir, Srinagar | |
2. Machine Learning in Real-Time Embedded & IoT Applications | 2nd -11th May 2022 |
|
Raghu Engineering College, Visakhapatnam | |
3. AI/ML Algorithms for Signal and Image Processing Applications | 21st-31st March 2022 | Online Mode | CMR College of Engineering and Technology, Hyderabad | |
4. Machine Learning Applications in Electronics and Communication Engineering | 7th -16th March 2022 |
|
Nalla Malla Reddy Engineering College (Autonomous), Hyderabad | |
5. Machine Learning for Signal Processing | 25th October-5th November 2021 | Online Mode | Lendi Institute of Engineering & Technology, Vizianagaram | |
6. Artificial Intelligence and Machine Learning with Python Programming | 11th -22nd October 2021 | Online Mode | BLDEA's V P Dr PG Halakatti College of Engineering & Technology, Vijayapur | |
7. AI & ML: Real-Time Applications | 20th -30th September 2021 | Online Mode | G. Narayanamma Institute of Technology and Science for Women, Hyderabad | |
8. Deep Learning and Machine Learning in Biomedical Signal Processing | 23rd August -3rd September 2021 | Online Mode | G. Narayanamma Institute of Technology and Science for Women, Hyderabad&G.Pulla Reddy Engineering College(Autonomous), Kurnool | |
9. Artificial Intelligence and Machine Learning | 20th-29July, 2021 | Online Mode | Srinivasan Engineering College(Autonomous), Perambalur, Tamilnadu | |
10. Speech, Audio, and Image Processing Using Deep Learning Techniques: Research Issues, Innovation and Applications | 7th -17th June 2021 | Online Mode | University College of Engineering, Ramanathapuram, Tamil Nadu | |
11. Machine Learning and Deep Learning for Realtime Applications | 10th -17th August 2020 | Online Mode | VBIT, VCE | |
12. AI & Machine Learning For Real-Time Applications | 10th -15th February 2020 | 6-Day FDP Under E&ICT Academy | RGUKT Srikakulam, Andhra Pradesh | |
13. Speech Processing | 17th -22nd June 2019 |
6-Day FDP Under E&ICT Academy |
Sphoorthy Engineering College, Hyderabad | |
14. Signal Processing Using Deep Learning Applications | 10th-15th June 2019 |
6-Day FDP Under E&ICT Academy |
Vijaya Institute of Technology for Women, Vijayawada | |
15. Embedded Systems, Smart Sensors for IoT Applications | 27th May-1st June 2019 |
6-Day FDP Under E&ICT Academy |
KL University, Vaddeswaram | |
16. Soft Computing Techniques and Applications | 13th-18th May 2019 |
6-Day FDP Under E&ICT Academy |
Vignan’s Nirula Institute of Technology and Science for Women, Guntur | |
17. Metaheuristic Optimization Algorithms in Engineering | 6th-15th May 2019 |
10-Day FDP Under E&ICT Academy |
CMR College of Engineering & Technology (Autonomous), Hyderabad | |
18. Bio-inspired Algorithms for Intelligent Signal processing | 24th-30th April 2019 |
7-Day FDP Under E&ICT Academy |
Vardhaman College of Engineering (Autonomous), Shamshabad, Hyderabad | |
19. Real-Time Embedded Systems and IoT, Its Applications | 17th-22nd December 2018 |
6-Day FDP Under E&ICT Academy |
Vasavi College of Engineering (A), Hyderabad | |
20. Signal Processing for 5G Wireless Communications | 5th-10th November 2018 |
6-Day FDP Under E&ICT Academy |
Lendi Institute Of Engineering & Technology, Vizianagaram | |
21. Real-Time Embedded Systems and IOT, Its Applications | 29th October -3rd November 2018 |
6-Day FDP Under E&ICT Academy |
Dadi Institute of Engineering And Technology, Anakapalle, Visakhaptam | |
22. Real-Time Embedded Systems and IOT, Its Applications | 3rd-8th September 2018 |
6-Day FDP Under E&ICT Academy |
Pragati Engineering College, Surampalem | |
23. Real-Time Embedded Systems & IoT Its Applications | 9th-15th April 2018 |
7-Day FDP Under E&ICT Academy |
Joginpally B. R. Engineering College, Hyderabad | |
24. New Algorithms for Signal Processing Hands-on | 20th-27th April 2018 |
8-Day FDP Under E&ICT Academy |
LakiReddy BaliReddy College of engineering (AUTONOMOUS), Mylavaram | |
25. IoT Applications in Green Energy Systems | 27 April- 2 May 2018 |
6-Day FDP Under E&ICT Academy |
Institute of Aeronautical Engineering, Dundigal, Hyderabad, Telangana | |
26. VLSI & FPGA Signal Processing | 2nd -7th May 2018 |
6-Day FDP Under E&ICT Academy |
GITAM University, Visakhapatnam | |
27. Adaptive Signal Processing and Machine Intelligence | 4th -9th June 2018 | 6-Day FDP Under E&ICT Academy | CMR Institute Of Technology, Hyderabad | |
28.5G Communications (NKN Summer Course) | 11th -15th June 2018 | 5-Day NKN Summer Course | NIT Warangal | |
29. Intelligent Electronic Systems Design Using Bio-Inspired Algorithms | 28th October-2nd November 2017 |
6-Day FDP Under E&ICT Academy |
KKR & KSR Institute of Technology & Sciences, Guntur | |
30. Intelligent Signal Processing and Control System design using Bio-inspired Algorithms | 22-31 May 2017 |
10-Day FDP Under E&ICT Academy |
NIT Warangal | |
31. Real-Time Embedded Systems & IoT Its Applications | 27th November -2nd December 2017 |
6-Day FDP Under E&ICT Academy |
Institute of Aeronautical Engineering, Dundigal, Hyderabad | |
32. Computer Vision and Image Processing (CVIP) | 4th-9th December 2017 |
6-Day FDP Under E&ICT Academy |
CMR Technical Campus, Hyderabad | |
33. Embedded Systems & IoT Applications | 9th-14th December 2017 |
6-Day FDP Under E&ICT Academy |
Siddharth Institute of Engineering & Technology, Puttur | |
34. Advanced Wireless Communications and Networks | 11th-16th December 2017 |
6-Day FDP Under E&ICT Academy |
Vignana Bharathi Institute of Technology, Hyderabad | |
35. Recent Advancements in XILINX and ASIC Designs | 16th-21st December 2017 |
6-Day FDP Under E&ICT Academy |
JNTUA College of Engineering(Autonomous) Anantapuramu | |
36.5G Wireless Communications | 18th-23rd December 2017 |
6-Day FDP Under E&ICT Academy |
JNTUH College of Engineering, Hyderabad | |
37. Design of classical & Intelligent Control Systems |
12-16 May 2015 |
5 Day Self Finance Continuing Education Programme |
NIT Warangal | |
38. Introduction to Robotics | 23-24 August 2014 | Two days workshop under TEQIP | NIT Warangal | |
39. Intelligent Control Systems: Theory and Applications | 10th-11th Feb2014 |
Guest Lecture Series under TEQIP |
NIT Warangal | |
40. Modelling, Analysis, and Control of Mechatronic Systems | July 27th-29th,2012 | Three days Workshops Under TEQIP | NIT Warangal |
R & D TRAINING:
Workshop/SSTPs/Conference Attended
S. No |
Workshop/SSTPs/Conference Organized |
|
|
|
1 |
DSP Tools & Practice |
June 04th -09th 2007 |
|
|
2 |
|
|
|
|
3 |
Recent Trends in DSP and Evolutionary Computing |
|
|
|
4 |
Embedded Systems |
|
|
|
5 |
|
|
|
|
6 |
|
|
|
|
7 |
.Engineering Practices on Fuzzy Logic, Neural Networks and Hybrid Intelligent system |
|
|
|
8 |
|
|
|
|
9 |
|
|
|
|
10 |
.IASTED International Conference on Antennas,Radar and Wave Propagation (ARP 2010) |
|
|
|
11 |
Analysis and design of classical control systems |
June 11-15, 2012 |
Short term course |
IIT-Bombay |
12 |
2nd International Conference on Advancement in Computing Sciences Information Techniques and Emerging E-Learning Technologies |
22-23 Feb 2014, |
Conference |
JNU, New Delhi |
13 |
6th International Conference on Modelling, Identification and Control (ICMIC 2014), |
3-5, Dec, 2014 |
International Conference |
Swinburne University of Technology, Melbourne, Australia |
14 |
Wireless Communication- Hands on |
14-23 Dec 2015 |
FDP |
E& ICT Academy, NIT Warangal |
15 |
Bio-Medical Signal Analysis |
|
GIAN Course |
NIT warangal |
Projects |
Research Projects:
Sl. No. |
Title of the Project |
Amount in Rs. |
Funding Agency |
Period |
Remarks (Completed/ Ongoing) |
|
1. |
Real time implementation of kalman filtering techniques on DSP processor |
3,40,000/- |
MHRD |
2013-2015 |
Completed | |
2. |
Development of a Real-Time Video-De-hazing system | 36,20,000/- | SERB, DST, Govt of India | 2017-2019 | Completed | |
3. | Design and implementation of fractional order PID controller for industrial applications using IoT | 35,00,000/- | DST, ICPS Govt. of India | 2019-2022 | Completed | |
4 | Machine Learning and Deep Learning for real time Applications | 9,00,000/ | DST ICPS division, | March 2018-Dec 2019 | Completed | |
5 | Development of IP core for accident prevention system during rainy and hazy weather conditions | 19,80,264/ | SERB, DST Govt of India | 2022-2025 | Ongoing | |
6 | Improving Logic Building Skills for Adivasi Stdents | 10,80,000/ | Descretionary Grants, Governor of Telngana | 2022-2023 | Ongoing |
Awards and Honors |
Honours :
Awards
Best paper Awards
Paper Entitled “A New Nonlinear Activation Function for Biomedical Applications and Image Classification” is awarded best paper in IEEE International Conference on Data Science and Network Security (ICDSNS-2023) held during on 28th & 29th July, 2023
Out reach
Invited Talks
Additional Responsibility |
Additional Responsibility