Ankit Singh

About

- A Research scholar at Indian Institute of Technology Hyderabad.

- Research interests :
a) Effectiveness and acceptance of Advanced driver assistance systems (ADAS) under Indian mixed traffic conditions.
b) Impact of secondary tasks on driver behavior.
c) Autonomous vehicles (AV) inclusion under Indian mixed traffic conditions.

Employment

• Indian Institute of Technology Hyderabad Research Scholar
  2022 - Present
• Vishwaniketan's Institute of Management Entrepreneurship and Engineering Technology (ViMEET) Assistant Professor
  2018 - 2021

Education

• Indian Institute of Technology Hyderabad PhD
  2022 - Present
• B.M.S. College of Engineering M.Tech
  ? - 2017
• KLE Institute of Technology B.E
  ? - 2015
• Vidyaniketan PU Science College HSC (12th)
  ? - 2011
• Kendriya Vidyalaya No. 2 SSLC (10th)
  ? - 2009

Projects & Funding

Projects & funding information is unavailable.

Publications (13)

• Hybrid Quantum Neural Network with Self-Attention for Automated Detection of Distraction-Induced Driver Inattention and Stress from Multimodal Wearable Biosignals
  Electronics 2026 DOI: 10.3390/electronics15153342
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• Automated identification of driver inattention state using textile electrocardiograms and higher-order cumulant features based classification
  International Journal of Advances in Engineering Sciences and Applied Mathematics 2026 DOI: 10.1007/s12572-026-00429-x
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• Differential Self-Attention in 1-D CNNs for Driver Inattention Detection Using Multimodal Biosignals
  IEEE Sensors Letters 2026 DOI: 10.1109/LSENS.2026.3656286
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• Acceptance of autonomous shuttle among Indian users: a UTAUT model analysis
  Transportation Research Part F: Traffic Psychology and Behaviour 2026 DOI: 10.1016/j.trf.2025.103376
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• Impact of lane departure warning systems in critical driving conditions among young drivers
  Transportation Research Part F: Traffic Psychology and Behaviour 2025 DOI: 10.1016/j.trf.2025.103333
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• Multimodal Wearable-Based Automated Driver Inattention State Assessment Using Multidevices and Novel Cross-Modal Attention Framework
  IEEE Sensors Letters 2025 DOI: 10.1109/LSENS.2025.3596610
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• Impact of Texting-Induced Distraction on Driving Behavior Based on Field Operation Tests
  Transportation Research Record: Journal of the Transportation Research Board 2025 DOI: 10.1177/03611981241272091
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• Assessment of Driver Inattention State Using Multimodal Wearable Signals and Cross-Attention-Driven Hierarchical Fusion
  Studies in Health Technology and Informatics 2025 DOI: 10.3233/SHTI250061
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• Assessment of Driver Inattention State using Multimodal Attentive Feature Fusion
  2025 IEEE Applied Sensing Conference Apscon 2025 2025 DOI: 10.1109/APSCON63569.2025.11144389
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• Automated identification of driver inattention state using textile electrocardiograms and bispectrum based classification
  Biomedical Sciences Instrumentation 2025 DOI: 10.34107/UKKK6693.131
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