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Dr. Divya Singh

Dr. Divya Singh

  • Assistant Professor
    Institute of Engineering & Technology
  • Department

    Department of Electronics & Communication
  • Contact Details:

    Email :

    Contact Number :

  • Experience

    16 years of experience

  • Qualifications

    • Ph.D. [Electronics and Communication Engineering] [2022] GLA University, Mathura, India Topic : Hybrid Precoding for Millimeter-Wave Massive MIMO Communication System
    • M.Tech [Electronics and Communication Engineering] [2010] Harcourt Butler Technological Institute Kanpur, India
    • B.Tech [Electronics and Communication Engineering] [2007] Uttar Pradesh Technical University, Lucknow, India
    • Diploma in Engineering [Electronics Engineering] [2003] Aligarh Muslim University, Aligarh, India
  • Ph.D

    Thesis Supervised

  • Awarded/ Completed02

    Working-

  • Postgraduate

    Thesis Supervised

  • Awarded/ Completed

    Working-

Journal Publications

  • 01 Divya Singh, Aasheesh Shukla, “Manifold Optimization with MMSE Hybrid Precoder for Mm-Wave Massive MIMO Communication,” Romanian Journal of Information Science and Technology, vol. 25(1), pp. 36–46, 2022. [SCIE, Scopus]
  • 02 Divya Singh, Aasheesh Shukla, Kueh Lee Hui, and Mangal Sain, “Hybrid Precoder Using Stiefel Manifold Optimization for Mm-Wave Massive MIMO System,” Applied Sciences, vol. 12, no. 23, Article 12282, 2022. [SCIE, Scopus]
    DOI: 10.3390/app122312282
  • 03 Divya Singh, Aasheesh Shukla, “Analysis of Optimum Precoding Schemes in Millimeter Wave System,” Recent Advances in Computer Science and Communications, vol. 14, issue 4, 2021. [Scopus]
    DOI: 10.2174/2666255813666200102124758
  • 04 Divya Singh, T. P. Rao, N. Veeranjaneyulu, et al., “Design a Multi-Objective Optimization with Dynamic and Global Filter Pruning Strategy for Convolutional Neural Network,” Multimedia Tools and Applications, vol. 84, pp. 1345–1358, 2025. [SCIE, Scopus]
    DOI: 10.1007/s11042-024-19167-y
  • 05 Divya Singh, D. Nagaraju, B. Rama Mohan, Sathish Bojjawar, Sreedhar Burada, Solleti Phani Kumar, Ravi Kumar, and R. Sundar, “Electronic Health Record Sharing in Cloud Computing with Privacy and Security Preservation Using Blockchain Technology,” International Journal of Intelligent Systems and Applications in Engineering, vol. 11(10s), pp. 407–422, 2023. [Scopus]
    URL: ijisae.org/article/view/3295

Patents

  • 01 Title: Pollution fighter drone (With IOT and ML Technology)
    Publication Number: 49/2020
    Application Number: 202011051814
  • 01 Singh D., Shukla A., “Sparse Channel and Antenna Array Performance of Hybrid Precoding for Millimeter Wave Systems,” International Conference on Modelling, Simulation & Intelligent Computing (MOSICOM), 2020.
  • 02 Singh D., Saraswat S.K., Shukla A., “Performance of MIMO Systems with Perfect and Imperfect CSI,” International Conference on Innovative Computing and Communications (ICICC), 2020.
  • 03 Singh D., Shukla A., “Performance Analysis of Channel Capacity of MIMO System without CSI,” International Conference on Information and Communication Technology for Intelligent Systems (ICTIS), 2020.
  • 04 Singh D. (2022), “Performance of Kalman-Based Precoding in Millimeter-Wave Communication,” in: Rawat, S., Kumar, A., Kumar, P., Anguera, J. (eds), Proceedings of First International Conference on Computational Electronics for Wireless Communications, Lecture Notes in Networks and Systems, vol. 329, Springer, Singapore.
    DOI: 10.1007/978-981-16-6246-1_55
  • 05 Singh D. (2022), “Hybrid Precoding Based on Machine Learning for Millimeter Wave System,” in: Mahapatra, R.P., Peddoju, S.K., Roy, S., Parwekar, P., Goel, L. (eds), Proceedings of International Conference on Recent Trends in Computing, Lecture Notes in Networks and Systems, vol. 341, Springer, Singapore.
    DOI: 10.1007/978981-16-7118-0_1
  • 06 Singh D. (2022), “Li-Fi: An Emerging Technology,” in: Senjyu, T., Mahalle, P.N., Perumal, T., Joshi, A. (eds), ICT with Intelligent Applications, Smart Innovation, Systems and Technologies, vol. 248, Springer, Singapore.
    DOI: 10.1007/978981-16-4177-0_24
  • 07 Singh D. (2022, December), “Features Architecture and Security Issues in 5G and 6G Communication,” in 8th International Conference on Signal Processing and Communication (ICSC), pp. 117–120, IEEE.
  • 08 Singh D., “A Brief Survey of Chaos Theory in Spread Spectrum System,” Proceedings of the International Conference on Innovative Computing & Communication (ICICC) 2021, December 13, 2020.
    DOI: 10.2139/ssrn.3747950
  • 09 Saraswat S.K., Singh D., “Analysis of Optimization of Rate in Power Domain NOMA Schemes for MIMO,” 2020 International Conference on Power Electronics & IoT Applications in Renewable Energy and its Control (PARC), Mathura, India, pp. 481–484. IEEE.
    DOI: 10.1109/PARC49193.2020.236660
  • 10 Singh D., Bhargava A., Agarwal D. (2024), “Deep Learning-Based Tea Fermentation Grading,” Springer, Singapore.
    DOI: 10.1007/978-981-97-3591-4_14
  • 11 Singh D., Shukla A., “IDMA-based Chaotic Tent Map Interleaver,” Advances in Intelligent Systems and Computing, Springer, 2018. ISSN (print): 2194-5357.
  • 12 Kumar R., Singh D., Shami T.C., Baskey H.B., Prasad N.E., “Design, Fabrication, and Evaluation of Low Density, Broadband Microwave Absorbing Composite for X & Ku Band,” IEEE International Conference on Communication, Control and Intelligent Systems (CCIS), 2015, pp. 190–193.
    ISBN: 978-1-4673-7541-2
  • 13 Singh D. (2024), “Machine Learning Based Hybrid Precoder for Wireless Communication,” in: Senjyu, T., Mahalle, P.N., Perumal, T., Joshi, A. (eds), ICT with Intelligent Applications, Smart Innovation, Systems and Technologies, Springer.
  • 14 Singh D., Singh A. (2024), “A Pseudo Based Online Examination System,” in: Senjyu, T., Mahalle, P.N., Perumal, T., Joshi, A. (eds), ICT with Intelligent Applications, Smart Innovation, Systems and Technologies, Springer.

Workshops/FDP Attended

  • 01 Next Generation Technologies of Wireless Communications, Organized at GLA University, June 05–10, 2023.
  • 02 Recent Trends in Wireless and Allied Domains, Organized at GLA University, January 27–31, 2021.
  • 03 Massive MIMO and mm-Wave System, Attended workshop at IIT Kanpur, January 3–6, 2019.
  • 04 Reference Management Tool Using Mendeley, Attended workshop at GLA University, October 27, 2018.
  • 05 Optimization for Communication and Machine Learning, Attended workshop at IIT Kanpur, March 28–30, 2018.
  • 06 Online STC on Machine Learning and Deep Learning for Real-Time IoT Applications, Attended from March 14–18, 2024.
  • 07 Faculty Development Program, Attended workshop by Wipro Mission 10X at GLA University, December 2013.
  • 01 Member, IEEE
  • 02 Member, ICEIT

Field of Research

  • 01 Millimeter Wave communication, Hybrid Precoding, Massive MIMO, Artificial Intelligence and Machine Learning

Projects

  • 01 “AI for Sustainable and Resilient Open RAN and mmWave based Future Software-defined Networks: RORAN” submitted to Department of Science and Technology under the scheme India-UK Joint opportunity in Telecommunications Research (DST-EPSRC).

Certificate Courses

  • 01 An online certification courses on Introduction to Supervised Machine Learning: Regression and Classification (non-credit course) has been successfully completed, authorized by Stanford University and offered through Coursera

Professional Activities

  • 01 Convener and Coordinator of five-day Faculty Development Program titled “Next Generation Technologies of Wireless Communications”, held at GLA University, Mathura, during June 05–10, 2023.
  • 02 Convener and Coordinator of five-day Faculty Development Program titled “Recent Trends in Wireless and Allied Domains”, held at GLA University, Mathura, during January 27–31, 2021.
  • 03 Publication Committee Member for the IEEE International Conference on Communication, Control and Intelligent System (CCIS 2015), held at GLA University, Mathura, during November 07–08, 2015.
  • 04 Publication Committee Member for the IEEE International Conference on Communication, Control and Intelligent System (CCIS 2016), held at GLA University, Mathura, during November 18–20, 2016.
  • 05 Organizing Committee Member for the International Conference on Communication and Artificial Intelligence (ICCAI 2020, Springer), held online at GLA University, Mathura, during September 17–18, 2020.
  • 06 Session Chair and Registration Committee Member for the IEEE International Conference on Communication, Control and Intelligent System (CCIS 2024), held at GLA University, Mathura, during December 06–07, 2024.

Professional Experience

  • 01 Organization: GLA University, Mathura, UP
    Duration: August 2013 – Till Date
    Title: Assistant Professor
    Students: Undergraduates [B.E / B.Tech]
    Responsibilities: Teaching, Research & Administrative responsibilities
  • 02 Organization: Hindustan College of Science and Technology, Mathura
    Duration: March 2011 – July 2013
    Title: Assistant Professor
    Students: Undergraduates [B.E / B.Tech]
    Responsibilities: Teaching & Administrative responsibilities
  • 03 Organization: Shivdan Singh Institute of Technology and Management
    Duration: September 2010 – February 2011
    Title: Assistant Professor
    Students: Undergraduates [B.E / B.Tech]
    Responsibilities: Teaching & Administrative responsibilities
  • 04 Organization: Sanjay Institute of Technology & Management
    Duration: September 2007 – August 2008
    Title: Lecturer
    Students: Undergraduates [B.E / B.Tech]
    Responsibilities: Teaching & Administrative responsibilities

Awards & Achievements

  • 01 Best Faculty Award (2019-20) Recognized for Excellence in Classroom Teaching and Research.
  • 02 Best Faculty Award (2020-21) Recognized for Continued Excellence in Classroom Teaching and Research.
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