Shivani Singh

About

Shivani Singh (Member, IEEE) received her Integrated Dual Degree (B.Tech + M.Tech) in Electronics and Communication Engineering and Wireless Communication Networks, respectively, from Gautam Buddha University, Greater Noida, India, in 2020. She completed her Ph.D. in Signal Processing for Wireless Communication, AI/ML based Synchronization Parameter Estimation for Next Generation Multicarrier System in the Department of Electrical Engineering at IIT Patna, Patna, India. Her research interests include AI/ML-based signal processing and wireless communication, with a particular focus on synchronization parameter estimation. She is currently an Assistant Professor in the Department of Computing Technologies at SRM Institute of Science and Technology (SRMIST) University, Kattankulathur, (near Chennai), Tamil Nadu, India.

Employment

• SRM Institute of Science and Technology Assistant Professor
  2025 - Present

Education

• Indian Institute of Technology Patna Ph.D
  2020 - 2026
• Gautam Buddha University Integrated Dual Degree B.Tech + M.Tech
  2015 - 2020

Projects & Funding

Projects & funding information is unavailable.

Publications (9)

• Explainable and Uncertainty-Aware Machine Learning-Based Intrusion Detection Using UNSW-NB15
  2026 International Conference on Recent Advances in Electrical, Electronics, Ubiquitous Communication, and Computational Intelligence (RAEEUCCI) 2026 DOI: 10.1109/raeeucci67649.2026.11504699
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• A Hybrid Attention and SE-Net Architecture for CFO Estimation in MIMO-OFDM Ambient Backscatter Communication Systems
  IEEE Communications Letters 2026 DOI: 10.1109/LCOMM.2025.3643479
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• Blind Carrier Frequency Offset Estimation Techniques for Next-Generation Multicarrier Communication Systems: Challenges, Comparative Analysis, and Future Prospects
  IEEE Communications Surveys & Tutorials 2025 DOI: 10.1109/COMST.2024.3472109
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• CNN-RAGNet Architecture for CFO Estimation in RIS-Assisted MIMO-OFDM Systems
  IEEE Communications Letters 2025 DOI: 10.1109/LCOMM.2025.3554345
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• Non-pilot based carrier frequency offset estimation and reflection coefficient optimization for RIS-assisted OFDM systems
  Physical Communication 2024 DOI: 10.1016/j.phycom.2024.102457
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• Blind CFOs Estimation by Capon Method for Multi-User MIMO-OFDMA Uplink System
  IEEE Signal Processing Letters 2024 DOI: 10.1109/LSP.2024.3458793
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• Joint Symbol Timing and Frequency Offset Estimation Using Zero Correlation Zone Sequence for RIS-assisted OFDM Systems
  2024 15th International Conference on Computing Communication and Networking Technologies Icccnt 2024 2024 DOI: 10.1109/ICCCNT61001.2024.10723899
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• 6th Generation: Communication, Signal Processing, Advanced Infrastructure, Emerging Technologies and Challenges
  Proceedings of the 2021 6th International Conference on Computing Communication and Security Icccs 2021 2021 DOI: 10.1109/ICCCS51487.2021.9776334
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• CFO Estimation for Multi-user Uplink SC-FDMA Using Null Subcarrier and Deterministic Approach
  Icoiact 2021 4th International Conference on Information and Communications Technology the Role of AI in Health and Social Revolution in Turbulence Era 2021 DOI: 10.1109/ICOIACT53268.2021.9563970
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