Ranked among the Top 2% Scientists globally in the prestigious Stanford–Elsevier list for research excellence.
Prof. Ganapati Panda
Research Advisor, CGU, Odisha
Former Deputy Director of IIT, Bhubaneswar
Life Time Achievement Award by Ravenshaw University Fellow of National Academy of Engineering (FNAE) Member of Technology Advisory Board (C-DOT) Senior Scientist Award (Odisha Bigyan Academy)

Mentorship & Teaching

Subjects Taught (At UG, PG, PhD levels:)

Signal processing
Machine Learning
Data Science
Internet of Things
Digital Signal Processing
Adaptive Signal Processing
Intelligent Signal Processing
Basic Electronics
Basic Electrical Engineering
Circuit Theory
Digital Communication
Analog Communication
Field Theory

Teaching Methods and Innovations

At NIT Rourkela (1988–2009)

Prof. Ganapati Panda transformed engineering pedagogy by introducing futuristic subjects like DSP, neural networks, and fuzzy logic well before they became mainstream in Indian universities. His teaching focused on engaging students through practical, project-based learning, where theory was consistently applied to real engineering challenges.

He infused research into everyday classroom teaching, bringing current advancements and publications into lectures. Many students under his guidance pursued cutting-edge research, contributing to a vibrant academic atmosphere.

His initiatives also forged strong ties between academia and industry, allowing students to work on real-life problems through collaborative projects and internships, thus enhancing their employability and practical knowledge.

At IIT Bhubaneswar (2009–2018)

At IIT Bhubaneswar, Prof. Panda was instrumental in shaping the academic strategy of the new institution. He spearheaded the implementation of Outcome-Based Education, ensuring that courses were outcome-focused and competency-driven.

He promoted an interdisciplinary academic approach, encouraging students to explore areas at the intermn-section of electrical engineering, signal processing, and computer science. Prof. Panda led the adoption of educational technologies and simulation tools to make teaching more interactive and industry-relevant.

He also prioritized continuous faculty training and mentoring, thereby fostering an environment of pedagogical innovation and excellence. Under his guidance, the institute nurtured a strong research ecosystem aligned with national priorities and emerging global trends.

Courses Developed

Signal processing
Machine Learning
Data Science
Internet of Things
Digital Signal Processing
Adaptive Signal Processing
Intelligent Signal Processing
Basic Electronics
Basic Electrical Engineering
Circuit Theory
Digital Communication
Analog Communication
Field Theory

All key courses of Electrical Engineering, Electronics and Communication Engineering, Computer Science and Engineering has been developed by me in VSSUT, NIT, IIT and other Universities of the country in the span of 52 years.

Student Success Stories

Prof. Ganapati Panda mentored numerous undergraduate, postgraduate, and doctoral students who went on to achieve national and international success in academia, research, and industry. Many of his Ph.D. scholars have become professors at leading institutions in India and abroad, including IITs, NITs, and foreign universities.

His students have received prestigious awards such as the INAE Young Engineer Award, Best Thesis Awards, and DST-INSPIRE Faculty positions. Several alumni under his supervision have contributed significantly to domains like signal processing, control systems, and AI applications, and have joined top companies such as Texas Instruments, Qualcomm, Intel, and ISRO.

He also encouraged students to publish in high-impact journals and present at international conferences, which helped launch successful research careers. His nurturing guidance helped build confidence, academic rigor, and leadership in his mentees.

As a mentor and academic leader at IIT Bhubaneswar, Prof. Panda guided research scholars who went on to publish in reputed journals like IEEE Transactions, Elsevier, and Springer. Some of his students became faculty members at IITs, IIITs, and universities abroad.

Several of his mentees received fellowships such as PMRF (Prime Minister's Research Fellowship) and SERB Research Grants. Under his guidance, students developed innovations in intelligent systems, neural networks, and biomedical signal processing, contributing to patents and funded projects.

Prof. Panda was known for his personalized mentorship, pushing students to excel in technical presentations, paper writing, and innovative thinking. His mentorship contributed to the formation of startups and successful placements in research labs and multinational firms.

Research Guidance Statistics

46
PhD Completed
23
PhD in Progress
69
Total PhD Guided

46 PhD Scholars have Completed and 23 more are continuing

Completed PhD Scholars

Sl. No. Title Name of Scholar Year of Award
01 First Discrete Hartley Transform Algorithm Performance Study and Applications Pramod Ku. Meher 1993
02 Efficient Computation of DSP Problems using Artificial Neural Network Technique Amit K. Saxena 1999
03 Development and Performance Studies on Adaptive Algorithms for Infinite Impulse Response Digital Filters Bhaskar BhanuMurty 2000
04 Adaptive Neuro-Fuzzy Control of Electric Power Networks Sukumar Mishra 2000
05 Adaptive Protection of Electrical Power Networks using Artificial Intelligence Technologies Ashok K. Pradhan 2001
06 On some DSP Applications of ANN & Fuzzy Techniques Rashmi Rekha Mishra 2002
07 Development of Computational Algorithm for Certain types of Applied Differential and Integral Equations Debasis Parida 2002
08 Data Compression and Reconstruction using Advanced DSP Techniques Saroj K. Meher 2003
09 Soft-Computing Techniques for Image Restoration Banshidhar Majhi 2003
10 Development of Signal Processing Techniques for Power System Measurements and Relaying U. C. Pattnaik 2004
11 Analysis & Control of Electric Power Quality in Distribution Network Bijaya K. Panigrahi 2004
12 Active Noise Control using DSP and Soft Computing Techniques Debi Prasad Das 2004
13 Development of some novel nonlinear and adaptive digital image filters for efficient noise suppression Sukadev Meher 2005
14 Applications of advanced DSP and neural techniques Rameshwar Baliarsingh 2006
15 A new approach to power system protection using time frequency analysis & pattern recognition approach Subhransu Ranjan Samantray 2008
16 Development of Novel Independent Component Analysis Techniques and their Applications D. P. Acharya 2009
17 Application of Soft and Evolutionary Computing Technique for Market Forecasting Ritanjali Majhi 2009
18 Channel Equalization using Soft Computing Technique A. Choubey 2009
19 On applications of new soft and evolutionary computing techniques to direct and inverse modeling problems Babita Majhi 2009
20 Integration of swarm and neuro computing techniques for solving classification task of data mining Bijan Bihari Mishra 2010
21 Analysis of Genomic and Proteomic Signals Using Signal Processing and Soft Computing Techniques Sitanshu Sekhar Sahoo 2011
22 Application of Evolutionary computing to communication Harpal Thethi 2011
23 Development of Radar pulse compression techniques using computational intelligence tools Ajit Ku. Sahoo 2012
24 Development of a class of adaptive algorithms for active noise control Nithin V. George 2012
25 On the development of distributed estimation techniques for wireless sensor networks Trilochan Panigrahi 2012
26 Novel Signal Processing Techniques for Spectrum Sensing and Cognitive Radio Engine Design P. M. Pradhan 2012
27 Robust and Controlled Portfolio Optimization using Multiobjective Evolutionary Algorithms S. K. Mishra 2012
28 Pattern recognition in power signals Satyasis Mishra 2013
29 Development of New Signal Processing and Nature-inspired Algorithms for Partitional Clustering S. J. Nanda 2013
30 Radar signal processing Vikas Baghel 2013
31 Mining of multi-class patterns in medical and time varying data base Manas Senapathi 2014
32 Acoustic Noise Cancellation Nirmal Rout 2014
33 Embedded Systems Prakash Kumar Rout 2014
34 Cyber security B. D. Acharya 2015
35 Distributed Estimation in Wireless Sensor Network Upendra Ku. Sahoo 2015
36 Odiya Character Recognition Kalyan Sourav Dash 2019
37 Intelligent Hearing Aid Vasundhara 2018
38 Glaucoma Detection Rashmi Panda 2020
39 Distributed Active Noise Control Ruchi Kukde 2020
40 Intelligent Lane Detection Safwan Ghanem 2022
41 COVID-19 Detection from Speech Soumya Mishra 2023
42 Heart Disease Detection Adyasha Rath 2023
43 Development of Intelligent Detection and Classification model for healthcare applications Madhumita Pal 2024
44 Application of speech recognition technique in water sound analysis Barnali Brahma 2024
45 Improved VAD and speech perception model for effective speech recognition Jagannath Dayal Pradhan 2024
46 Development and performance evaluation of improved ML and DL based thyroid cancer detector Rohit Sharma 2024

Current PhD Scholars (23 in Progress)

S. No Name of the Students Institute Name Supervisor Name Co-Supervisor Name Year of Admission
1 Surendra Kumar Panda C V Raman Global University Dr. Ram Chandra Barik Prof. Ganapati Panda 2021
2 Subrat Kabi NIT Rourkela Prof. Dipti Patra Prof. Ganapati Panda 2021
3 Priya Das KIIT University Dr. Sarita Nanda Prof. Ganapati Panda 2019
4 Debashree Brahma KIIT University Prof. Swati Swayamsiddha Prof. Ganapati Panda 2021
5 Praveen Samanta KIIT University Prof. Nirmal Rout Prof. Ganapati Panda 2019
6 Smita Ranjan Tripathy C V Raman Global University Dr. Adyasha Rath Prof. Ganapati Panda 2024
7 Nigamananda Mishra C V Raman Global University Dr. Tusarkanti Dash Prof. Ganapati Panda 2024
8 Jeetamitra Satapathy C V Raman Global University Dr. Tusar Kanti Dash Prof. Ganapati Panda 2024
9 Subhasish Rath C V Raman Global University Dr. Asish Ranjan Prof. Ganapati Panda 2024
10 Manish Meher C V Raman Global University Dr. Adyasha Rath Prof. Ganapati Panda 2024
11 Sreeya Mohanty NIT Durgapur Dr. Gautam Mahanti Prof. Ganapati Panda 2024
12 Jyoti Ranjan Sahoo C V Raman Global University Dr. Surendra Kumar Nanda Prof. Ganapati Panda 2020
13 Twinkle Singh C V Raman Global University Dr. Surendra Kumar Nanda Prof. Ganapati Panda 2024
14 Rajshree Samantaray C V Raman Global University Dr. Surendra Kumar Nanda Prof. Ganapati Panda 2025
15 Rosalin Mishra C V Raman Global University Dr. Tusar kanti Dash Prof. Ganapati Panda 2021
16 Sanjoy Mohanto C V Raman Global University Dr. Tusar kanti Dash Prof. Ganapati Panda 2025
17 Sabyasachi Patra C V Raman Global University Dr. Tusar kanti Dash Prof. Ganapati Panda 2025
18 Garbham Srikanth C V Raman Global University Dr. Soumya Mishra Prof. Ganapati Panda 2025
19 Sudipta Dhar C V Raman Global University Dr. Monalisa Mishra Prof. Ganapati Panda 2025
20 Pragnyamayee Padhy C V Raman Global University Dr. Monalisa Mishra Prof. Ganapati Panda 2025
21 Netaji Gandi C V Raman Global University Dr. Adyasha Rath Prof. Ganapati Panda 2025
22 Ashutosh Rath NIT Surathkal Prof. Ritanjali Majhi Prof. Ganapati Panda 2024
23 K. Tarangini C V Raman Global University Dr. Jagannath Dayal Pradhan Prof. Ganapati Panda 2025

Research Guidance (M-Tech)

Title Name of Scholar Year of Award
Design, Development and performance evaluation of intelligent sensors S. K. Mishra 2006
Design and implementation of novel watermarking algorithm Alekhika Mohanty 2006
Channel equalizer using GA family Debidutta Mohanty 2008
Artificial immune system and its applications S. J. Nanda 2009

Student Testimonials

It is often said that a great mentor not only guides your research but also shapes your perspective, character, and purpose. I consider myself truly blessed to have had Professor Dr. Ganapati Panda as my guide. His visionary thinking, calm demeanor, and immense wisdom have consistently inspired me to aim higher and think deeper.

From the early stages of shaping my research ideas to the countless hours of discussion, review, and encouragement — his guidance has been the backbone of my academic journey. He has taught me not just how to do research, but how to do it with integrity, curiosity, and responsibility.

Professor Panda's support extended beyond academics — always encouraging me to grow as a professional and as a person. I remain deeply grateful for the trust he placed in me, the freedom he gave me to explore, and the motivation he constantly instilled.

Thank you, sir, for being a guide in the truest sense. Your influence will continue to guide me at every step of my life and career.🙏

More Student Testimonials

Prof. Ganapati Panda has been a distinguished mentor who shaped not just my research but my entire approach to problem-solving in engineering.

- Dr. Rohit Sharma

With profound gratitude and immense admiration, I reflect on the transformative guidance of Prof. Ganapati Panda, who redefined excellence in mentorship.

- Dr. Soumya Mishra

Prof. Ganapati Panda is a visionary luminary whose mentorship transcends conventional boundaries, fostering innovation and academic excellence.

- Tusar Dash

In the intricate tapestry of my academic journey, Prof. Ganapati Panda's mentorship has been the golden thread weaving together knowledge, wisdom, and character.

- Dr. Adyasha Rath

Prof. Ganapati Panda is a profound researcher and exceptional mentor who shaped my academic journey with his visionary guidance and unwavering support.

- Dr. Birendra Biswal

Prof. Ganapati Panda has been a distinguished mentor who shaped not just my research but my entire approach to engineering.

- Rashmi Panda

Alumni Positions and Achievements

Explore the accomplishments of Prof. Panda's former students:

View Alumni Achievements