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 | تاریخ ارسال: ۱۳۹۷/۱۱/۲۹ | 

          

Hashem Kalbkhani, PhD 
Assistant Professor of Electrical Engineering
 Urmia University of Technology 
 
Primary Area: Wireless Communication, Signal and Image Processing
Email: h.kalbkhaniuut.ac.ir, hashem.kalbkhanigmail.com
Postal Address: Faculty of Electrical Engineering, Urmia University of Technology, Urmia, Iran
P.O. Box: 57155 - 419
Tel: +9844 - 31980259


Research and Teaching Interest
Heterogeneous Cellular Networks
Network coding
5G/B5G
Biomedical Signal Processing
Pattern Recognition and Machine Learning
Time-Series Analysis and Forecasting

Education
PhD in Electrical Engineering (Communication Systems), Urmia University, 2017.
Thesis: Femtocell Base Station as Relay for Network-Coded Cooperative Device-to-Device (D2D) Communication
Supervisor: Prof. Mahrokh G. Shayesteh
Msc in Electrical Engineering (Communication Systems), Urmia University, 2012.
Thesis: Interference Analysis in Two-Tier OFDMA-Based Macro-Femtocell Networks With Fractional Frequency Reuse and Directional Antennas

Supervisors: Prof. Mahrokh G. Shayesteh and Dr. Vahid Solouk
Bsc in Electrical Engineering, Urmia University, 2010.
Thesis: Design and Implementation of Drowsy Detector System Based on Image Processing.



Awards and Honors

  1. Best Paper Award, International Symposium on Telecommunication (IST) (2018)
  2. Financial Support Award from Iran Elites Foundation (2018)
  3. Outstanding Reviewer, Biomedical Signal Processing and Control Journal (2017)
  4. Educational Support Award from Iran Elites Foundation (2015)
  5. Outstanding PhD Candidate, Urmia University (2015)
  6. Best Paper Award, Iranian Biennial Broadcast Engineering (BBE) Conference (2011)
  7. Ranked 1st in PhD among Electrical Engineering (Communication Systems) Students, Urmia University (2017)
  8. Ranked 1st in Msc among Electrical Engineering (Communication Systems) Students, Urmia University (2012)
  9. Ranked 2nd in Bsc among Electrical Engineering Students, Urmia University (2010)


Google Scholar Profile
https://scholar.google.com/citations?hl=en&user=Y_EcLUIAAAAJ

Publications
- Journal Papers:

  1. M. Khosraviyani, H. Kalbkhani, M.G. Shayesteh, "Higher-order statistics for modulation and STBC recognition in MIMO systems," IET Communications, 2019.
  2. P. Ghasemzadeh, H. Kalbkhani, Sh. Sartipi, and M.G. Shayesteh, “Classification of sleep stages based on LSTAR model,” Applied Soft Computing, vol. 75, pp. 523, 536, 2019.
  3. Sh. Mamli and H. Kalbkhani, “Gray-level co-occurrence matrix of Fourier synchro-squeezed transform for epileptic seizure detection,” Biocybernetics and Biomedical Engineering, vol. 39, pp. 87-99, 2019.
  4. P. Ghasemzadeh, H. Kalbkhani, and M. G. Shayesteh, “Sleep stages classification from EEG signal based on Stockwell transform IET Signal Processing, vol. 13, pp. 242-252, 2018.
  5. A. Khazali, S-Sobhi-Givi, H. Kalbkhani, and M. G. Shayesteh, “Energy-spectral efficient resource allocation and power control in heterogeneous networks with D2D communication,” Wireless Networks, 2018.
  6. Y. Aghazadeh, H. Kalbkhani, M. G. Shayesteh, and V. Solouk, "Cell selection for load balancing in heterogeneous networks," Wireless Personal Communications, vol. 101, pp. 305-323, 2018.
  7. H. Kalbkhani and M. G. Shayesteh, "Power allocation and relay selection for network-coded D2D communication underlay heterogeneous cellular networks," Telecommunication Systems, vol. 67, pp. 699-715, 2018.
  8. H. Kalbkhani, S. Jafarpour, M. G. Shayesteh, and V. Solouk, "QoS-based multi-criteria handoff algorithm for femto-macro cellular networks," Wireless Personal Communications, vol. 68, pp. 1435-1460, 2018.
  9. S. Dobhi-Givi, A. Khazali, H. Kalbkhani, M. G. Shayesteh, and V. Solouk, "Joint mode selection and resource allocation in D2D communication underlaying cellular networks," Telecommunication Systems, vol. 67, pp. 47-62, 2018.
  10. H. Kalbkhani, M. G. Shayesteh, and N. Haghighat, "Adaptive LSTAR model for long-range variable bit rate video traffic prediction," IEEE Transactions on Multimedia, vol. 19, pp. 999-1014, 2017.
  11. H. Kalbkhani and M. G. Shayesteh, "Stockwell transform for epileptic seizure detection from EEG signals," Biomedical Signal Processing and Control, vol. 38, pp. 108-118, 2017.
  12. S. Sobhi-Givi, A. Khazali, H. Kalbkhani, M. G. Shayesteh, and V. Solouk, "Resource allocation and power control for underlay device-to-device communication in fractional frequency reuse networks," Telecommunication Systems, vol. 65, pp. 677-697, 2017.
  13. S. Kabiri, H. Kalbkhani, T. Lotfollahzadeh, M. G. Shayesteh, and V. Solouk, "Technique for order of preference by similarity to ideal solution based predictive handoff for heterogeneous networks," IET Communications, vol. 10, pp. 1682-1690, 2016.
  14. T. Lotfollahzadeh, S. Kabiri, H. Kalbkhani, M. G. Shayesteh, "Femtocell base station clustering and logistic smooth transition autoregressive-based predicted signal-to-interference-plus-noise ratio for performance improvement of two-tier macro-femtocell networks," IET Signal Processing, vol. 10, pp. 1-11, 2016.
  15. A. Alitaleshi, R. Ghazizadeh, and H. Kalbkhani, "Ameliorated resource allocation in two-tier femtocell-macrocell networks with six directional antennas for macrocells," Wireless Personal Communications, vol. 86, pp. 1493-1508, 2016.
  16. N. Haghighat, H. Kalbkhani, M. G. Shayesteh, and M. Nouri, "Variable bit rate video traffic prediction based on kernel least mean square method," IET Image Processing, vol. 9, pp. 777-794, 2015.
  17. H. Kalbkhani, V. Solouk, and M. G. Shayesteh, "Resource allocation in integrated femto-macrocell networks based on location awareness," IET Communications, vol. 7, pp. 917-932, 2015.
  18. S. Kabiri, T. Lotfollahzadeh, M. G. Shayesteh, and H. Kalbkhani, "Modelling and forecasting signal-to-interference-plus-noise ratio in femtocellular networks using logistic smooth threshold autoregressive model," IET Signal Processing, vol. 9, pp. 48-59, 2015.
  19. H. Kalbkhani, S. Yousefi, and M. G. Shayesteh, "Adaptive handover algorithm in heterogeneous femtocellular networks based on received signal strength signal-to-interference-plus-noise ratio prediction," IET Communications, vol. 8, pp. 3061-3071, 2014.
  20. H. Kalbkhani, S. Jafarpur, V. Solouk, and M. G. Shayesteh, "Interference management and six-sector macrocells for performance improvement in femto-macro cellular networks," Wireless Personal Communications, vol. 75, pp. 2037-2051, 2014.
  21. H. Kalbkhani, M. G. Shayesteh, and B. Zali-Vargahan, "Robust algorithm for brain magnetic resonance image (MRI) classification based on GARCH variances series," Biomedical Signal Processing and Control, vol. 8, pp. 909-919, 2013.
  22. H. Kalbkhani, M. G. Shayesteh, and S. M. Mousavi, "Efficient algorithms for detection of face, eye, and eye state," IET Computer Vision, vol. 7. pp. 184-200, 2013.   
  23. H. Taghavifar, A. Mardani, H. Karim-Maslak, and H. Kalbkhani, "Artificial neural network estimation of wheel rolling resistance in clay load soil," Applied Soft Computing, vol. 13. pp. 3544-3551, 2013.


- Conference Papers

  1. N. Moghaddas-Goloian, V. Solouk, and H. Kalbkhani, “Energy-efficient relay selection for RLNC network coded cooperative D2D communication,” in Proc. of IEEE International Conference on Knowledge-Based Engineering and Innovation (KBEI), Tehran, Iran, 2019.
  2. S. Habibi, V. Solouk, and H. Kalbkhani, “Adaptive sleeping technique to improve energy efficiency in ultra-dense heterogeneous networks,” in Proc. of IEEE International Conference on Knowledge-Based Engineering and Innovation (KBEI), Tehran, Iran, 2019.
  3. M. Hayati, H. Kalbkhani, and M.G. Shayesteh, “Relay selection for spectral-efficient network-coded multi-source D2D communication,” in Proc. of 27th Iranian Conference on Electrical Engineering (ICEE 2019), Yazd, Iran, 2019.
  4. H. Kalbkhani, M.G. Shayesteh, and A. Rashidi, “Brain tumor classification from MRI images based on cumulant features,” in Proc. of 27th Iranian Conference on Electrical Engineering (ICEE 2019), Yazd, Iran, 2019.
  5. Sh. Satripi, M.G. Shayesteh, and H. Kalbkhani, “Diagnosing of autism spectrum disorder based on GARCH variance series for rs-fMRI data,” in Proc. of International Symposium on Telecommunication (IST), Tehran, 2018.
  6. M. Hayati, H. Kalbkhani, and M.G. Shayesteh, “Spectral-efficient relay selection for multicast network-coded D2D communications,” in Proc. of International Conference on Electrical Engineering, Tehran, 2018.
  7. F. Alizadeh, H. Kalbkhani, and M.G. Shayesteh, “LSTAR model for sudden cardiac death prediction,” in Proc. of International Conference on Electrical Engineering, Tehran, 2018.
  8. A. Vahedi, A. Esmaili, and H. Kalbkhani, “Higher-order statistics of Stockwell transform for epileptic seizure detection from EEG signals,” in Proc. of International Conference on Electrical Engineering, Tehran, 2018.
  9. Sh. Satripi, H. Kalbkhani, and M.G. Shayesteh, “Ripplet II transform and higher order cumulants from R-fMRI data for diagnosis of autism”, In Proc. of International Conference on Electrical and Electronics Engineering (ELECO), Turkey, 2017.
  10. M. Khosraviyani, H. Kalbkhani, and M.G. Shayesteh, “Digital modulation recognition in MIMO systems based on segmentation of received data”, in Proc. of Iranian Conference on Electrical Engineering (ICEE), Tehran, 2017.
  11. S. Sobhi-Givi, A. Khazali, H. Kalbkhani, and M.G. Shayesteh, “Resource allocation in heterogeneous networks with D2D communications,” in Proc. of International Conference of New Achievements in Electrical and Computer Engineering, Tehran, 2016.
  12. A. Khazali, S. Sobhi-Givi, H. Kalbkhani, and M.G. Shayesteh, “Directional antennas and fractional frequency reuse for interference management in heterogeneous networks with D2D communications,” in Proc. of International Conference of New Achievements in Electrical and Computer Engineering, Tehran, 2016.
  13. H. Kalbkhani, A. Salimi, and M.G. Shayesteh, “Classification of brain MRI using multi-cluster feature selection and KNN classifier,” in Proc. of Iranian Conference on Electrical Engineering (ICEE), pp. 93-98, 2015.
  14. B. Mohammad-Jafarzadeh, H. Kalbkhani, and M.G. Shayesteh, “Spectral regression discriminant analysis for brain MRI classification,” in Proc. of Iranian Conference on Electrical Engineering (ICEE), pp. 353-357, 2015.
  15. M. Tofighi, H. Kalbkhani, M.G. Shayesteh, and M. Ghasemkhani, “Robust head pose estimation using Contourlet transform,” in Proc. of Iranian Conference on Electrical Engineering (ICEE), pp. 1-5, 2013.
  16. B. Zali, H. Kalbkhani, and M.G. Shayesteh, “An efficient algorithm for lip detection in color face images,” in Proc. of Iranian Conference on Electrical Engineering (ICEE), pp. 1-4, 2013.
  17. A. Younesi, H. Kalbkhani, and M.G. Shayesteh, “Robust head pose estimation using locations of facial components,” in Proc. of International Symposium on Artificial Intelligence and Signal Processing (AISP), pp. 86-89, 2012.
  18. H. Kalbkhani, M.G. Shayesteh, S. Jafarpour, and V. Solouk, “Outage probability of femtocells in two-tier networks with 6-sector macrocells,” in Proc. of International Symposium on Telecommunication (IST), pp. 6-8, 2012.
  19. S. Jafarpour, V. Solouk, H. Kalbkhani, and M.G. Shayesteh, “Interference analysis of femto-macrocell networks in 6-sector macrocell layout,” in Proc. of International Symposium on Telecommunication (IST), pp. 277-282, 2012. 
  20. H. Kalbkhani and M. Chehel Amirani, “An efficient algorithm for lip segmentation in color face images based on local information,” in Proc. of Iranian Biennial Broadcast Engineering Conference (IBBEC), Tehran, 2011.
 
Research Projects
  1. Design and Implementation of Drowsy Detector Using Image Processing Techniques on Odroid XU4 Board. This work was supported by Iran National Science Foundation (INSF)
  2. Introducing an Efficient Algorithm for Prediction of Demand for Treatment in Imam Reza Hospital in Urmia, Iran. This work was supported by Imam Reza Hospital and Urmia University.
  3. Interference Analysis in Two-Tier OFDMA-Based Macro-Femtocell Networks With Fractional Frequency Reuse and Directional Antennas. This work was supported by Iran Telecommunication Research Center (ITRC).

Invention
  • A. Sheykhi-Arasteh, H. Kalbkhani, P. Ahmadi-Moghaddam, and M. Komarizadeh, “Tuning Machine for Automatic Selection of Row Fields Using Machine Vision,” Iran National Patent No. 78862.

Msc Thesis Advised
  1. N. Moghaddas-Goloian (2019), D2D-Based Load Balancing in 5G Networks.
  2. S. Habibi (2019), Energy-Efficient Cell zooming in Heterogeneous Networks.
  3. M. Abbasi (2019), Social-Aware Cooperative D2D Communications.
  4. A. Vahedi (2018), Higher-Order Statistics of Sub-Bands of Stockwell Transform for Epileptic Seizure Detection.

Professional Service
  • Reviewer, IEEE Access
  • Reviewer, IEEE Journal of Biomedical and Health Informatics  
  • Reviewer, Biomedical Signal Processing and Control Journal - Elsevier
  • Reviewer, Wireless Personal Communications Journal – Springer
  • Reviewer, BioCybernetics and Biomedical Engineering – Elsevier
  • Reviewer, Optik - International Journal for Light and Electron Optics - Elsevier
  • Reviewer, International Journal of Medical Engineering and Informatics - Inderscience Publishers

Teaching Experience

- Undergraduate
  • Signals and Systems
  • Fundamentals of Communication Systems
  • Digital Communications
  • Discrete-Time Signal Processing (DSP)
  • Communication Networks
  • Engineering Probability
  • Programming
  • Engineering Mathematics
  • Applied Statistics and Probability
  • Physics II
  • DSP Lab
  • Digital Communication Lab
- Graduate
  • Wireless Communications
  • Mobile Communications
  • Estimation Theory
  
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