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Tahsina Sanam

Country of origin: Bangladesh Currently in: Bangladesh, Dhaka General field of specialization: Computing and Information Technology
Academic Background

Degrees

2020 Doctorate Computing and Information Technology
Research and Profession

Current Research Activities

Computing and Information Technology

I am serving as an Assistant Professor in the Institute of Appropriate Technology at Bangladesh University of Engineering and Technology. I completed my PhD from the Department of Electrical and Computer Engineering, Rutgers University, New Jersey in 2020. I earned both my M.Sc. degree in Electrical and Electronics Engineering in 2012, and B.Sc. degree in Electrical and Electronics Engineering in 2009 from Bangladesh University of Engineering and Technology. My research works lie at the intersection of Signal Processing, Machine Learning, Wireless Communication and Internet of Things (IoT). My goal is to establish an independent research career in Bangladesh with multidisciplinary collaborations in the field of healthcare IoT system leveraging the advance Artificial Intelligence technologies.


Publications resulting from Research: 


US Patent
[1] P Monogioudis, T. F. Sanam, D Wang, “Autonomous localization in wireless networks” US20190182614 A1, Date: 06/13/2019, US Patent App. 15/837,621

Journals
Under Review:
[1] T. F. Sanam and H. Godrich, “CoMuTe: A Convolutional Neural Network Based Device Free Multiple Target Localization Using CSI," Under review in IEEE Transaction in Human Machine Systems, March, 2020.
Published:
[1] T. F. Sanam and H. Godrich, "A Multi-View Discriminant Learning Approach for Indoor Localization Using Amplitude and Phase Features of CSI," in IEEE Access (Impact factor: 4.095, Acceptance Rate: 50%).
doi: 10.1109/ACCESS.2020.2982277
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9043538&isnumber=6514899
[2] T. F. Sanam and C. Shahnaz; “A Semisoft Thresholding Method based on Teager Energy Operation on Wavelet Packet Coefficients for Enhancing Noisy Speech”; EURASIP Journal of Audio, Speech and Music Processing;, Springer Open, October, 2013.
doi.org/10.1186/1687-4722-2013-25
http://link.springer.com/article/10.1186%2F1687-4722-2013-25
[3] T. F. Sanam and C. Shahnaz, “Noisy speech enhancement based on an adaptive threshold and a modified hard thresholding function in wavelet packet domain”, Digital Signal Processing, Elsevier, Volume 23, Issue 3, May 2013, Pages 941-951,
DOI: 10.1016/j.dsp.2012.12.001
http://www.sciencedirect.com/science/article/pii/S1051200412002825
[4] T. F. Sanam and C. Shahnaz; “Enhancement of Noisy Speech Based on a Custom Thresholding Function With a Statistically Determined Threshold”; International Journal of Speech Technology, Springer, April, 2012, DOI:10.1007/s10772-012-9144-6;
http://dx.doi.org/10.1007/s10772-012-9144-6
[5] T. F. Sanam and C. Shahnaz; “Teager Energy Operation on Wavelet Packet Coefficients for Enhancing Noisy Speech Using a Hard Thresholding Function”; Signal
Processing: An International Journal, CSC Press Journal, vol 6, issue 2, pp 22-43, April, 2012;
http://www.cscjournals.org/csc/manuscriptinfo.php?ManuscriptCode=76.73.66.67.38.42.48.49.105&JCode=SPIJ&EJCode=78.75.68.69.103&Volume=45.107&Issue=47.101
[6] T. F. Sanam and C. Shahnaz; "An Approach for Noisy Speech Enhancement through soft thresholding function by Employing the Teager Energy Operation on Wavelet Packet”; International Journal of Scientific & Technology Research, vol 1, Issue 2, Mar 2012,
http://www.ijstr.org/research-paper-publishing.php?month=march2012

Proceedings
[1] T. F. Sanam and H. Godrich, "FuseLoc: A CCA Based Information Fusion for Indoor Localization Using CSI Phase and Amplitude of Wifi Signals," ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom, 2019, pp. 7565-7569. doi: 10.1109/ICASSP.2019.8683316
[2] T. F. Sanam and H. Godrich, "Device Free Indoor Localization Using Discriminant Features of CSI A Canonical Correlation Paradigm," ACSSC 2018 - 52nd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, 2018, pp. 423-427. doi: 10.1109/ACSSC.2018.8645524
[3] T. F. Sanam and H. Godrich, "An Improved CSI Based Device Free Indoor Localization Using Machine Learning Based Classification Approach," EUSIPCO 2018 - 26th European Signal Processing Conference , Roma, Italy, 2018, pp. 2390-2394. doi: 10.23919/EUSIPCO.2018.8553394
[4] T. F. Sanam and H. Godrich, 'Device Free Indoor Localization Using Channel State Information ' has been accepted for publication in 2018 ACM Richard Tapia Celebration of Diversity in Computing Conference (Tapia 2018).
[5]Sanam, T.F.; Hoque, M.M., "Technology Assessment of Fourth Generation technology for wireless communication in Bangladesh with Analytical Hierarchical Process," Informatics, Electronics & Vision (ICIEV), 2014 International Conference on , vol., no., pp.1,4, 23-24 May 2014, doi: 10.1109/ICIEV.2014.6850808
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6850808&isnumber=6850678
[6]Imtiaz, Hafiz; Sanam, Tahsina Farah, "Frequency domain feature extraction for power quality disturbance classification," Informatics, Electronics & Vision (ICIEV), 2013 International Conference on , vol., no., pp.1,5, 17-18 May, 2013, doi:10.1109/ICIEV.2013.6572701
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6572701&isnumber=6572523
[7]Sanam, Tahsina Farah; Imtiaz, Hafiz, "A DCT-based noisy speech enhancement method using Teager energy operator," Knowledge and Smart Technology (KST), 2013 5th International Conference on , vol., no., pp.16,20, Jan. 31 2013-Feb. 1 2013, doi: 10.1109/KST.2013.6512780
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6512780&queryText%3Dtahsina
[8]Sanam, T.F.; Shahnaz, C., "A combination of semisoft and μ-law thresholding functions for enhancing noisy speech in wavelet packet domain," Electrical & Computer Engineering (ICECE), 2012 7th International Conference on , vol., no., pp.884,887, 20-22 Dec. 2012, doi:10.1109/ICECE.2012.6471692 http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6471692&isnumber=6471460
[9]Sanam, Tahsina Farah and Imtiaz, Hafiz; , "A novel approach of automated heart rate calculation in ECG Signal through Wave Boundaries Detection," IEEE International Conference on Informatics, Electronics & Vision (ICIEV), vol., no., pp.677-682, 18-19 May 2012, doi: 10.1109/ICIEV.2012.6317532;
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6317532&isnumber=6317321
[10]Sanam, T.F.; Shahnaz, C., "An approach for noisy speech enhancement by employing the teager energy operation on wavelet packet," TENCON 2011 - 2011 IEEE Region 10 Conference , vol., no., pp.1135,1138, 21-24 Nov. 2011,doi:10.1109/TENCON.2011.6129289
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6129289&isnumber=6128995

Demos/Poster Publication
[1] T. F. Sanam and H. Godrich, 'Device Free Indoor Localization Using Channel State Information ' has been accepted for publication in 2018 ACM Richard Tapia Celebration of Diversity in Computing Conference (Tapia 2018).



Current profession

Current professional activities type: 
Teaching
I am serving as an Assistant Professor in the Institute of Appropriate Technology at Bangladesh University of Engineering and Technology. My responsibility is to teach graduate courses, supervise Masters and PhD students in the field of artificial intelligence.

Workshop and Conference Attended

2019 UK 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Affiliations

IEEE

Presentation given

2018
Device Free Indoor Localization Using Channel State Information
Florida, USA
Event: ACM Richard Tapia Celebration of Diversity in Computing Conference

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