: ravikumar@nitw.ac.in
: 8702462444
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
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 |
Courses Currently Being Taught
Classes |
Department |
Semester |
Course ID |
Course Name |
B.Tech | ECE | 4 | EC 20 | Control Systems |
B.Tech | ECE | 1 | Joy of Electronics | |
Journal Publication Details
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 |
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 |
Thesis Submitted
|
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
|
Synopsis Submited |
6. |
Vijay Kumar Munagala |
Full TIme |
Control Systems |
Ongoing |
7 |
D Laxmikantham |
Full Time |
Image/Video Processing |
Ongoing |
8 |
Mrs ASHWINI KESHAMPETA | Part Time | Image/Video Processing | On Going |
9 |
Sri Vidhya Komarina | Full Time | Signal Processing | On Going |
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 |
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 |
Honours :
Out reach
Invited Talks
Additional Responsibility