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SCHOOL OF ENGINEERING
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Faculty
Department of Electrical Engineering
Udit Satija
Assistant Professor,
Department of Electrical Engineering,
School of Engineering
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Education Details
  • PhD (Thesis Submitted), IIT Bhubaneswar
Research Interests
  • Bio-medical signal processing, Wearable healthcare monitoring, Human activity monitoring, Pedestrian dead reckoning, Machine learning, Neural network and deep neural network, Bio-metric, Signal processing for big data in healthcare, Signal processing for wireless communication, Compressed sensing, Cognitive radios, Internet of things.
Select Publications
Refereed Journals
  • U. Satija, B. Ramkumar, M. S. Manikandan, "Automated ECG noise detection and classification system for unsupervised healthcare monitoring," IEEE Journal of Biomedical and Health Informatics, Mar. 2017, Accepted.
  • U. Satija, B. Ramkumar, M. S. Manikandan, "Real-Time signal quality-aware ECG telemetry system for IoT-based health care monitoring," IEEE Internet of Things Journal, Feb. 2017, Accepted.
  • U. Satija, B. Ramkumar, M. S. Manikandan, "Noise-Aware dictionary learning based sparse representation framework for detection and removal of single and combined noises from ECG signal," IET Healthcare Technology Letters, vol. 4, no. 1, pp. 2-12, Feb. 2017.
  • U. Satija, B. Ramkumar, M. S. Manikandan, "Robust cardiac event change detection method for long-term healthcare monitoring applications," IET Healthcare Technology Letter, vol. 3, no. 2, pp. 116-123, May 2016.
  • U. Satija, B. Ramkumar, Instantaneous mixture channel selection for blind equalization using cumulant features in MIMO systems,"Circuits System & Signal Processing (Springer), vol. 35, no. 12, pp. 4596-4606, Dec. 2016, DOI:10.1007/s00034-016-0272-0.
  • P. De, U. Satija, "Sparse representation for blind spectrum sensing in cognitive radio: a compressed sensing approach," Circuits System & Signal Processing (Springer), vol. 35, no. 12, pp. 4413-4444, Dec. 2016 DOI:10.1007/s00034-016-0279-6.
  • T. Dutta, U. Satija, B. Ramkumar, M. S. Manikandan, "Blind impulse estimation and removal using sparse signal decomposition framework for OFDM systems," Circuits System & Signal Processing (Springer), Accepted.
  • U. Satija, B. Ramkumar, M. S. Manikandan, "A novel sparse classifier for automatic modulation classification using cyclostationary features," Wireless Personal Communication (Springer), Accepted.
  • U. Satija, M. Mohanty, B. Ramkumar, "Cyclostationary features based modulation classification in presence of non-Gaussian noise using sparse signal decomposition," Wireless Personal Communication (Springer), Accepted.
Refereed Conferences
  • P. Dey, N. Trivedi, U. Satija, B. Ramkumar, M. S. Manikandan, "Single channel blind source separation for MISO communication systems," IEEE 86th Vehicular Technology Conference (VTC2017- Fall), Toronto, 2017.
  • U. Satija, B. Ramkumar, M. S. Manikandan, "A unified sparse signal decomposition and reconstruction framework for elimination of muscle artifacts from ECG signal," 41st IEEE Int. Conf. Acoustics, Speech Signal Process. (ICASSP), Shanghai, China, 2016.
  • U. Satija, B. Ramkumar, M. S. Manikandan, "A robust sparse signal decomposition framework for baseline wander removal from ECG signal," IEEE Tencon, Singapore, Accepted, 2016.
  • U. Satija, B. Ramkumar, M. S.Manikandan, "Low-Complexity detection and classification of ECG noises for automated ECG analysis system," Int. Conf. Signal Process. Commun. (SPCOM), 2016, (IISc Bangalore).
  • T. Dutta, U. Satija, B. Ramkumar, M. S. Manikandan, "A novel method for automatic modulation classification under non-Gaussian noise based on variational mode decomposition," 22nd Nat. Conf. Commun. (NCC) 2016, IIT Guwahati, 2016.
  • A. Babu K., U. Satija, B. Ramkumar, M. S. Manikandan, "Blind channel length estimation for OFDM systems using cumulant features," 18th Int. Symp. Wireless Personal Multimedia Commun., 2015, Accepted.
  • P. Dey, U. Satija,B. Ramkumar, "Single channel blind source separation based on variational mode decomposition and PCA," 12th IEEE India Int. Conf. (INDICON2015), 2015.
  • U. Satija, B. Ramkumar, M. S. Manikandan, "A simple method for detection and classification of ECG noises for wearable ECG monitoring devices," IEEE Int. Conf. Signal Process. & Integrated Net. (SPIN), 2015.
  • U. Satija, P. De, "Compressed sensing based blind spectrum sensing in cognitive radio," IEEE Int. Conf. Signal Process. & Integrated Net. (SPIN), 2015.
  • M. Mohanty, U. Satija, B. Ramkumar, M. S. Manikandan, "Maximum likelihood classification of digital phase modulated signal with non Gaussian noise using sparse signal decomposition," 21st Nat. Conf. Commun. (NCC), 2015, IIT Bombay, 2015.
  • U. Satija, M. S. Manikandan, B. Ramkumar, "Performance study of cyclostationary based digital modulation classification schemes," 9th IEEE Int. Conf. Industrial and Information Systems (ICIIS-2014), 2014.
National and International Recognition
  • Received IEEE signal processing society (SPS) travel grant for ICASSP 2016.
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