Assistant Professor

Dr Dimpal Janu

Department of Electronics and Communication Engineering

Interests

  • Application of Machine Learning and Deep Learning
  • Cooperative Spectrum Sensing
  • Channel Estimation for IRS-assisted MIMO communication Systems

Faculty Details

Education

2014

Govt. Mahila Engineering College, Ajmer, Rajasthan
BTech

2018

MNIT Jaipur
MTech

2024

MNIT Jaipur
PhD

Research Interest

  • Application of Machine learning and Deep Learning in wireless communication, Cooperative Spectrum Sensing, Channel estimation of IRS assisted MIMO communication system

Awards & Fellowships

  • Recipient of Institute Fellowship during PhD from MNIT Jaipur.
  • Recipient of Postgraduate Scholarship (2016-2018) MHRD, Govt. of India.
  • Qualified ‘Graduate Aptitude Test in Engineering’ (GATE – 2016&2017).

Memberships

  • IEEE Student Member

Publications

Journal Papers

  • A Graph Convolution Network Based Adaptive Cooperative Spectrum Sensing in Cognitive Radio Network- D. Janu, S. Kumar and K. Singh- IEEE Transactions on Vehicular Technology, 72(2), 2269-2279 (2023)
  • Hierarchical Cooperative LSTM-Based Spectrum Sensing- D. Janu, K. Singh, S. Kumar and S. Mandia- IEEE Communications Letters, 27 (3) 866-870 (2023)
  • Machine learning for cooperative spectrum sensing and sharing: A survey- D. Janu, K. Singh and S. Kumar- Transactions on Emerging Telecommunications Technologies- 33(1),e4352, 2022.
  • Performance comparison of machine learning based multi-antenna cooperative spectrum sensing algorithms under multi-path fading scenario- D. Janu, K. Singh and S. Kumar- IEEE 4th International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA), 559-564 (2022).

    • Contact Details

    • E-mail id: dimpal.j@srmap.edu.in
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