• Faculty

    • Faculty Profile

    Dr Ankur Pandey

    Assistant Professor
    Electrical and Electronics Engineering

    I am an Assistant Professor at the Department of Electronics Engineering, RGIPT, Jais, Amethi, which is an Institute of National Importance. I completed my Ph.D. degree in February 2022 from the Department of Electrical Engineering, Indian Institute of Technology Patna, India. I was fortunate to work under the supervision of Dr. Sudhir Kumar. I received my M.Tech. Degree in Communication Systems Engineering from Department of Electrical Engineering, Indian Institute of Technology Patna in 2018. After completing my Ph.D., I worked as Research Scientist-B at DST-MCECCR, IESD, BHU for six months in the field of climate informatics using artificial intelligence. I was also associated with Tata Consultancy Services for 5.5 Years as IT Analyst before my M.Tech degree. My research interest includes the broad area of signal processing for IoT networks. I am focused and curious to work on sensor data analytics, localization, activity recognition, bio-medical signal processing, and climate change analytics. I am the Co-Founder of Dhenutrack Private Limited, which is working on an automated cow management system and tracking.

                                                                               
           Personal Webpage
    		                                                                             
    Education
    Ph D 2022 Indian Institute of Technology Patna
    M Tech 2018 Indian Institute of Technology Patna
    B Tech 2010 Uttar Pradesh Technical University, Lucknow 
    Experience
    September 2022 - Till Date Assistant Professor, Rajiv Gandhi Institute of Petroleum Technology, Jais, Amethi
    March 2011 - September 2016 VLSI Chip Design Engineer Netlist to GDSII, Tata Consultancy Services
    April 2022 - September 2022 Research Scientist - B at DST, Institute of Environment and Sustainable Development, BHU
    • Fundamentals of Electronics (B.Tech First Year Course)
    • Digital Communication (B. Tech Third Year EE)
    • Fundamentals of Electronics Lab (B.Tech First Year Course)
    • Machine Learning for IoT (B.Tech Third Year Elective)
    • Signal Processing and Communication Lab (B. Tech Third Year EE)
    • Universal Human Values and Community Internship
    Research Interest
    • Artificial Intelligence of Things
    • Localization in IoT Networks
    • Bio-medical signal processing
    • Climate Informatics
    Research Project
    • Innovation and Entrepreneurship in Energy, Healthcare, and Agriculture Sectors For Sustainable Development of India
      Sponsored by: DST-NIDHI-iTBI (National Initiative for Developing and Harnessing Innovations), Department of Science and Technology (DST)
      Amount: 500 Lakh
      PI: Dr Ankur Pandey
      Duration: 3 years
    • Development of IPR Cell for the institute
      Sponsored by: UPCST
      Amount:1 Lakh 
      PI: Dr Ankur Pandey
      Duration: 6 Months (2025)
    • Real Time AI-Driven Critical Infrastructure Identification for Industrial Cyber Physical System
      Sponsored by: Council of Science and Technology, UP
      Amount: 7.72 Lakhs
      Co-PI: Dr Ankur Pandey
      Duration: 2024-2026
    • Designing and Realization of D-shaped PCF-SPR Sensor for Blood Cancer Detection and Development of Novel Machine Learning Methods for Early Prediction
      Sponsored by: Council of Science and Technology, UP
      Amount: 8.5 Lakhs
      Co-PI: Dr Ankur Pandey
      Duration: 2024-2026
    • Qualitative and Quantitative Modeling of Human Behavior as an Aspect of Cyber Security using Behavioral Game Theory
      Under the special call for Vision Viksit Bharat@2047 (VVB@2047)
      Dr Sandeep Kumar, Dr Saptarshi Ghosh, Dr Shruti Goyal, Dr Ankur Pandey, Dr Susham Biswas
      Co-PI: 15.00 Lakhs
      Duration: 2025-2027
    Swayam Lectures
    1. The tutorial video lectures are recorded and uploaded for the course Component and Applications of IoT at the following links:
      • https://onlinecourses.swayam2.ac.in/arp19_ap52/preview
      • https://www.youtube.com/watch?v=B2olmkhrxts&list=PLVtNXzzR8XDr3TpQ8Bgya9b2zfBmsixOB&index=24
    Invited Lectures
    1. Invited Industry training lecture on AI for Refineries in the IOCL Training program at RGIPT. March 18, 2025.
    2. Invited talk at Jawahar Navoday Vidyalaya Ayodhya for class 12th students on "Career after 12th, scope of Engineering & technology". July 10, 2024
    3. Invited Talk at DSIR Sponsored Workshop on “Refining Intelligence: Exploring AI/ML in Refinery Operations - Foundations, Trends, Challenges, and Prospects” RGIPT, April 02, 2024
    4. Invited Talk at IEEE SPS Seasonal School on AMALGAM with MLED (March 27-31, 2024)
    5. Invited talk at FDP on "Recent Trends and Challenges in Medical Image Analysis-Python Perspective", organised by the Department of Electronics and Communication Engineering, CMRIT (NAAC A++), Bengaluru. March 2024.
    6. Invited Speaker at Research Scholar Day-2024, IIT Patna, February 2024.
    7. Invited speaker in the workshop on “Artificial Intelligence (AI) for Smart Sensing and Internet of Everything (IoE) at Rajiv Gandhi Institute of Petroleum Technology, Jais (An Institute of National Importance, Set up through an Act of Parliament), Feb. 2024
    8. Invited Speaker at SERB Sponsored Five-Day SERB KARYASHALA on “Integrated Sensing and Communication for 6G Networks” at Department of Electronics Engineering, Indian Institute of Technology (BHU), Varanasi. January 2024.
    9. Invited Speaker for the Short Term Course on “Introduction to Quantum Communication and Machine Learning”. Indian Institute of Technology (BHU) Varanasi. January 2024.
    10. Invited Lecture at FDP in  Department of Computer Science and Engineering (AI & ML), Vardhman College Of Engineering, Hyderabad on Emerging Trends in Machine Learning. July, 2023
    11. Invited Lectures in "High-End Workshop on: AI-enabled IoT for Healthcare and Medical Electronics", under KARYASHALA Scheme of SERB, IIT Patna, Jan 2023
    Journal Publications

    Mohammad Zeeshan, Ankur Pandey, Maryam Shojaei Baghini "EdgePlantNet: Lightweight Edge-Aware Cyber-Physical System for Plant Disease Detection Using Enhanced Attention CNNs" Pervasive and Mobile Computing, Elsevier, 2025 (IF: 3.0, h5 index: 39) Accepted

    Braj Kishore Jha, Sunder Ali Khowaja, Kapal dev, Ankur Pandey " Safeguarding Medical AI: Insights and Addressing Adversarial Threats in Consumer Electronics " IEEE Consumer Electronics Magazine, (DOI: 10.1109/MCE.2024.3443543, 2024 (IF: 3.7, h5 index: 45). Accepted

    Gaurav Prasad, Piyush Tiwary, Ankur Pandey and Sudhir Kumar, A Lightweight alpha-mu Fading Environment based Localization towards Edge Implementation, IEEE Wireless Communications Letters, DOI: 10.1109/LWC.2024.3439564, 2024 (IF: 4.6, h5 index: 97) Accepted 

     Ankur Pandey, Piyush Tiwary and Sudhir Kumar, Bessel Function Mixture Model for Localization in Generalized eta-mu IoT Fading Environment, IEEE Transactions on Network Science and Engineering, vol. 11, no. 2, pp. 2279-2288, March-April 2024 (IF: 6.6, h5 index: 62) pdf 

    Gaurav Prasad, Ankur Pandey and Sudhir Kumar, Domain Adaptation for Localization using Combined Autoencoder and Gradient Reversal Layer in Dynamic IoT Environment, IEEE Transactions on Network Science and Engineering, DOI: 10.1109/TNSE.2023.3304986, 2023 (IF: 6.6, h5 index: 62) pdf 

    Ankur Pandey, Mohammad Zeeshan, Sudhir Kumar, "CSI-based Joint Location and Activity Monitoring for COVID-19 Quarantine Environments". IEEE Sensor Journal (IF: 4.375, h5 index: 84) (Accepted)

    Ankur Pandey*, Piyush Tiwary*, Sudhir Kumar and Sajal K. Das, FadeLoc: Smart Device Localization for Generalized kappa-mu Faded IoT Environment, IEEE Transactions on Signal Processing, vol. 70, pp. 3206-3220, 2022 (IF: 4.875, h5 index: 98) pdf 

    Ankur Pandey, Ryan Sequeira and Sudhir Kumar, SELE: RSS Based Siamese Embedding Location Estimator for a Dynamic IoT Environment, IEEE Internet of Things Journal,  vol. 9, no. 5, pp. 3672-3683, March 1, 2022 (IF: 10.238, h5 index: 122) pdf 

    Ankur Pandey, Piyush Tiwary, Sudhir Kumar and Sajal K Das, Adaptive Mini-Batch Gradient Ascent based Localization for Indoor IoT Networks under Rayleigh Fading Conditions, IEEE Internet of Things Journal, vol. 8, no. 13, pp. 10665-10677, July 1, 2021 (IF: 10.238, h5 index: 122) pdf 

    Shubham Saxena, Ankur Pandey and Sudhir Kumar, RSS based Multistage Statistical Method for Attack Detection and Localization in IoT Networks, Pervasive and Mobile Computing, Elsevier, DOI: 10.1016/j.pmcj.2022.101648, 2022 (IF: 3.848, h5 index: 44) pdf 

    Piyush Tiwary, Ankur Pandey and Sudhir Kumar, Moustafa Youssef, Novel Differential r-Vectors for Localization in IoT Networks, IEEE Sensors Letters, vol. 5, no. 6, pp. 1-4, Art no. 7002204, June 2021 (h5 index: 23) pdf 

    Pritam Khan, Karthik Reddy, Ankur Pandey, Sudhir Kumar, Moustafa Youssef, Differential Channel State Information based Human Activity Recognition in IoT Networks, IEEE Internet of Things Journal, vol. 7, no. 11, pp. 11290-11302, Nov. 2020 (IF: 10.238, h5 index: 122) pdf 

    Ankur Pandey, Ryan Sequeria, Preetam Kumar and Sudhir Kumar, A Multi-Stage Deep Residual Network for Biomedical Cyber-Physical Systems, IEEE Systems Journal, vol. 14, no. 2, pp. 1953-1962, June 2020 (IF: 4.8, h5 index: 74) pdf 

    Ankur Pandey, Raghu Vamsi and Sudhir Kumar, Handling Device Heterogeneity and Orientation using Multistage Regression for GMM based Localization in IoT Networks, IEEE Access, vol. 7, pp. 144354-144365, 2019 (IF: 3.367, h5 index: 164) pdf 

    Manisha Chaturvedi, Rajesh Kumar Mall, Soumya Singh, Pawan K Choubey, Ankur Pandey Statistical downscaling of maximum temperature under CMIP6 global climate models and evaluation of heat wave events using deep learning methods for Indo-Gangetic Plain, International Journal of Climatology, 1-20,  DOI: 10.1002/joc.8366 (IF: 3.9, h5 Index: 64)

    Conferences Publications

    Braj Kishore Jha, Mohammad Faizan Siddiqui, Amit Anand1, Abhishek Pathak, Ivan Fedosov, and Ankur Pandey, A Low-Overhead CNN-Based Approach for Sleep Posture Recognition with Device-Free Monitoring using UWB Radar, 19th EAI International Conference on Body Area Networks, BODYNETS 2024-B, IIT BHU Varanasi, India, Dec. 15-16, 2024 [The Best Paper Award (Poster Presentation Category)] 

    Rohit Bhavesh and Ankur Pandey and Sudhir Kumar, Smart Device Localization under Generic (alpha-kappa-mu) Shadowed Fading IoT Environment using Signed Gradient Method, IEEE Statistical Signal Processing Workshop (SSP), IEEE,  Hanoi, Vietnam, pp. 636-640, July 2023 (h5 index: 13) pdf 

    Braj Kishore Jha , Mohd Faizan, and Ankur Pandey A Low Cost CNN-Based Method for Differential Diagnosis of Alzheimer’s and Frontotemporal Dementia, IEEE International Conference on Computer Vision and Machine Intelligence (IEEE CVMI), IEEE, Allahabad, India, pp. 1-5, October 2024 Accepted

    Aditya Singh, Ankur Pandey and  Sudhir Kumar, Smart Device Localization Under alpha-{KMS} Fading Environment using Feedback Distance based Gradient Ascent, International Conference on Signal Processing and Communications (SPCOM), IEEE, IISc, Bangalore, India, pp. 1-5, Jul. 2022. (Acceptance rate: = 27.3 percent, h5 index: 12) Accepted 

    Mohammad Zeeshan, Ankur Pandey and Sudhir Kumar, CSI-based Device-Free Joint Activity Recognition and Localization using Siamese Networks, 14th International Conference on Communication Systems & Networks (COMSNETS), IEEE, Bengaluru, India, pp. 260-264, Jan 2022  (h5 index: 21) pdf 

    Ankur Pandey, Ryan Sequeira, Sudhir Kumar, Joint Localization and Radio Map Generation using Transformer Networks with Limited RSS Samples, IEEE International Conference on Communications Workshops (ICC Workshops), pp. 1-6, June 2021 (h5 index: 31) pdf 

    Piyush Tiwary, Ankur Pandey and Sudhir Kumar, Differential d-vectors for RSS based Localization in Dynamic IoT Networks, 13th International Conference on Communication Systems & Networks (COMSNETS), IEEE, Bengaluru, India, pp. 82-85, Jan 2021  (h5 index: 21) [The best poster paper award] pdf 

    Ankur Pandey, Piyush Tiwary, Sudhir Kumar and Sajal K Das*, Residual Neural Networks for Heterogeneous Smart Device Localization in IoT Networks, 29th International Conference on Computer Communication and Networks (ICCCN), IEEE, Honolulu, Hawaii, USA, pp. 1-9, 2020 (h5 index: 28) [*Invited paper] pdf 

    Shubham Saxena, Ankur Pandey and Sudhir Kumar, A Multistage RSSI-based Scheme for Node Compromise Detection in IoT Networks, 16th IEEE India Council International Conference (INDICON 2019), IEEE, Rajkot, India, pp. 1-4, Dec. 2019,  (h5 index: 14) The Best Paper Award in MVC All India Student Paper Contest held at conference INDICON 2019 (Received Certificate and Cash Prize, Joint Winners in PG Category) pdf 

    Ankur Pandey and Deepali Kushwaha and Sudhir Kumar, Energy Efficient UAV Placement for Multiple Users in IoT Networks, IEEE Global Communications Conference (GLOBECOM), Waikoloa, HI, USA, pp. 1-6, 2019 (h5 index: 63) pdf 

    Ankur Pandey, Piyush Tiwary, Sudhir Kumar, and Sajal K. Das, A Hybrid Classifier Approach to Multivariate Sensor Data for Climate Smart Agriculture Cyber-Physical Systems, Proceedings of the 20th International Conference on Distributed Computing and Networking (ICDCN), ACM, IISc Bangalore, India, pp. 337-341, Jan 2019 (h5 index: 18?) pdf 

    Ankur Pandey and Pinky and Sudhir Kumar, Smartphone Localization Using Stochastic Gradient Descent Method in a 5G Network, 15th IEEE India Council International Conference (INDICON), IEEE, Coimbatore, India, pp. 1-6, Dec. 2018 (h5 index: 14) pdf 

    Deepali Kushwaha, Ankur Pandey, and Sudhir Kumar, Sum of Two Exponentials Based Path Loss Model for Inter-Device Range Estimation using Stochastic Gradient Descent Method,  12th IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), Indore, India, pp. 1-6, Dec. 2018 (Acceptance rate: 38.9 percent, h5 index: 14) pdf 

    Pinky, Ankur Pandey, and Sudhir Kumar, Smart Device Localization using Femtocell and Macro Base Station Based Path Loss Models in IoT Networks, 12th IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), Indore, India, pp. 1-6, Dec. 2018  (Acceptance rate: 38.9 percent, h5 index: 14) pdf 

    Books / Book Chapters

    Mohammad Zeeshan, Ankur Pandey, Sudhir Kumar, RSS-based Smart Device Localization using Few Shot Learning in IoT Networks, Editor(s): , Intelligent Techniques for Cyber-Physical Systems" CRC Press, Taylor and Francis Group, USA, page xx-xx, 2023 (Accepted)

    Patents
    • System for Geospatial Navigation for Smart Parking and Dustbin Management free of GPS
      Mohammad Zeeshan, Ankur Pandey, Pramod Kumar Tiwari, Sudhir Kumar
      Application No: 202231069042
      November 30, 2022 (status: Filed)

     

    • Assistant Dean R&D. February 2023-Till Date
    • Member and CEO of the Incubation Centre, RGIPT.
    • Member, Training and Placement Institute Committee, RGIPT.
    • Member Secretary, NIRF-2023 Ranking committee 
    • Member, DUGC, Department of Electronics Engineering, RGIPT.
    • Member, Purchase Committee Office of the Dean (Faculty Affairs)
    • Member, Purchase Committee Training and Placement Cell
    • Travel grant of 4,000 € awarded from the Research Unit of Health Sciences and Medical Technology, Faculty of Medicine, University of Oulu, Finland under 6GESS and DigiHealth Research Programs starting from May 15, 2025, to June 05, 2025.
    • Excellence in Academics Award  2024 from ABES Engineering College, Ghaziabad.
    •  Best Paper Award 19th BODYNETS 2024 at IIT BHU, Varanasi, India
    • ISTE-L&T National Award for Best M.Tech. Thesis in Electrical/Electronic Engineering instituted by Larsen & Toubro Ltd., Bombay in the area of Electrical/Electronic Engineering 2019.
    • Best M.Tech. Project award in Communication Systems Engineering Batch 2016-18 at IIT Patna.
    • Institute Silver Medal for the year 2017-18 for the best M.Tech student in order of merit in Communication System Engineering.
    • The Best Poster Presentation Award at COMSNETS-2021, Bengaluru, India.
    • Joint Winners (in PG Category) of the M V Chauhan All India Student Paper Contest in the conference INDICON 2019.
    •  First prize in "EE department poster presentation" and third Prize (across all departments) in "My research in 3 minutes" at 10th Research Scholar Day, IIT Patna, 2021.
    • Awarded IEEE travel grant to attend IEEE ANTS conference 2020 at Indore, Madhya Pradesh, India.
    PhD Students
    1. Braj Kishore Jha
    DIC Students
    1. Ayush Mittal
    2. Adarsh Kumar
    3. Mohammad Faizan Siddiqui
    4. Amit Anand
    5. Simran Kumari
    6. Ravi Shekhar
    ;