Elnaz Banan Sadeghian

Assistant Professor

School: School of Engineering and Science

Department: Electrical and Computer Engineering

Building: Burchard

Room: 206

Phone: (201) 2165549

Email: ebsadegh@stevens.edu

Website

Education
  • PhD (2017) Georgia Institute of Technology (Electrical and Computer Engineering)
  • MS (2015) Georgia Institute of Technology (Electrical and Computer Engineering)
  • MS (2008) AmirKabir University of Technology (Biomedical Engineering)
  • BS (2005) Shahid Beheshti University (Electrical Engineering)
Research

I have open PhD positions for students with strong background in Machine Learning libraries and Communication Theory. Prospective students please check my website.

Communication Theory
Machine Learning
Data Storage
Assistive Technology
Brain-Computer Interface

Appointments

Assistant Professor, Stevens Institute of Technology, Hoboken, NJ, 2019
Senior System Engineer, Qualcomm Company, San Diego, CA, 2017-2018

Honors and Awards

Rising Star in Electrical Engineering and Computer Science, MIT, 2015
Georgia Tech Research and Innovation Competition winner, 2014

Professional Societies
  • ASTC – Advanced Storage Technology Consortium Fellow
Selected Publications
Conference Proceeding
  1. Banan Sadeghian, E.; Barry, J. R. (2021). Partial-Response Maximum-Likelihood Joint Detection of Asynchronous Tracks. IEEE International Conference on Communications (ICC 2021).
  2. Banan Sadeghian, E. (2021). A Multiple-Input Multiple-Output Extension of the Mueller and Müller Timing Error Detector. Amsterdam: 28th European Signal Processing Conference, EUSIPCO 2020.
    https://ieeexplore.ieee.org/document/9287740.
  3. Banan Sadeghian, E. (2020). A Multitrack Timing Error Detector for Two-Dimensional Magnetic Recording. The 31st Magnetic Recording Conference (TMRC 2020). Berkeley: IEEE Magnetics Society.
    http://cml.me.berkeley.edu/TMRC2020/images/Book.pdf.
  4. Banan Sadeghian, E.; Barry, J. R. (2016). The Rotating-Target Algorithm for Jointly Detecting Asynchronous Tracks. IEEE International Conference on Communications (ICC 2016).
    http://ieeexplore.ieee.org/document/7510729/.
  5. Banan Sadeghian, E.; Barry, J. R. (2016). Soft intertrack interference cancellation for two-dimensional magnetic recording. IEEE International Conference on Computing, Networking and Communications (ICNC 2014).
    https://ieeexplore.ieee.org/document/6785322.
  6. Banan Sadeghian, E.; Huo, X.; Ghovanloo, M. (2011). Command Detection and Classification in Tongue Drive Assistive Technology. IEEE 33rd Engineering in Medicine and Biology Conference (EMBC 2011).
    https://ieeexplore.ieee.org/document/6091394.
  7. Banan Sadeghian, E.; Moradi, M. (2008). Fractal dimension for detection of ERD/ERS patterns in asynchronous brain computer interface (pp. 560-563). The 2nd International Conference on Bioinformatics and Biomedical Engineering (ICBBE 2008).
    https://ieeexplore.ieee.org/document/4535016.
  8. Banan Sadeghian, E.; Moradi, M. (2008). Combining spatial & spectral filters in ERD-based multiclass BCI. 14th Iranian Conference on Biomedical Engineering.
    https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.705.3221&rep=rep1&type=pdf.
  9. Banan Sadeghian, E.; Moradi, M. (2008). Detection of ERD/ERS in single-channel EEG with Application in Asynchronous BCI. 14th Iranian Conference on Biomedical Engineering.
    https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.720.4757&rep=rep1&type=pdf.
  10. Banan Sadeghian, E.; Moradi, M. (2007). Continuous Detection of Motor Imagery in a Four-Class Asynchronous BCI. IEEE 29th Engineering in Medicine and Biology Conference (EMBC 2007).
    https://ieeexplore.ieee.org/document/4353020.
Journal Article
  1. Banan Sadeghian, E. (2020). A Multiple-Input Multiple-Output Extension of the Mueller and Müller Timing Error Detector. IEEE Transactions on Magnetics (12 ed., vol. 56). IEEE Transactions on Magnetics.
    https://ieeexplore.ieee.org/document/9287740.
  2. Banan Sadeghian, E.; Barry, J. R. (2016). The Rotating-Target Algorithm for Jointly Detecting Asynchronous Tracks. IEEE Journal on Selected Areas in Communications (9 ed., vol. 34, pp. 2463-2469). IEEE Journal on Selected Areas in Communications.
    http://ieeexplore.ieee.org/document/7555382/.
  3. Banan Sadeghian, E.; Barry, J. R. (2015). Soft Intertrack Interference Cancellation for Two-Dimensional Magnetic Recording. IEEE Transaction on Magnetics (6 ed., vol. 51, pp. 1-9). IEEE Transaction on Magnetics.
    https://ieeexplore.ieee.org/document/6980110.
  4. Vasic, B.; Khatami, M.; Nakamura, Y.; Okamoto, Y.; Kanai, Y.; Barry, J. R.; McLaughlin, S. W.; Banan Sadeghian, E. (2015). A Study of TDMR Signal Processing Opportunities Based on Quasi-Micromagnetic Simulations. IEEE Transaction on Magnetics (4 ed., vol. 51, pp. 1-7). IEEE Transaction on Magnetics.
    https://ieeexplore.ieee.org/document/7109973.
Courses

EE 609 Communication Theory
EE 348 Signals and Systems