رزومه

 | تاریخ ارسال: 1397/11/29 | 

          

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: ۵۷۱۵۵-۴۱۹
Tel: +۹۸۴۴-۳۱۹۸۰۲۵۹


Research and Teaching Interest
Heterogeneous Cellular Networks
Machine Learning
Network Coding
۵G/B۵G
Biomedical Signal Processing
Pattern Recognition and Machine Learning
Time-Series Analysis and Forecasting

Education
PhD in Electrical Engineering (Communication Systems), Urmia University, ۲۰۱۷.
Thesis: Femtocell Base Station as Relay for Network-Coded Cooperative Device-to-Device (D۲D) Communication
Supervisor: Prof. Mahrokh G. Shayesteh
Msc in Electrical Engineering (Communication Systems), Urmia University, ۲۰۱۲.
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, ۲۰۱۰.
Thesis: Design and Implementation of Drowsy Detector System Based on Image Processing.



Awards and Honors

  1. Best Paper Award, International Symposium on Telecommunication (IST) (۲۰۱۸)
  2. Financial Support Award from Iran Elites Foundation (۲۰۱۸)
  3. Outstanding Reviewer, Biomedical Signal Processing and Control Journal (۲۰۱۷)
  4. Educational Support Award from Iran Elites Foundation (۲۰۱۵)
  5. Outstanding PhD Candidate, Urmia University (۲۰۱۵)
  6. Best Paper Award, Iranian Biennial Broadcast Engineering (BBE) Conference (۲۰۱۱)
  7. Ranked ۱st in PhD among Electrical Engineering (Communication Systems) Students, Urmia University (۲۰۱۷)
  8. Ranked ۱st in Msc among Electrical Engineering (Communication Systems) Students, Urmia University (۲۰۱۲)
  9. Ranked ۲nd in Bsc among Electrical Engineering Students, Urmia University (۲۰۱۰)


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

Publications
- Journal Papers:

  1. S. Habibi, V. Solouk, and H. Kalbkhani, "Adaptive energy-efficient small cell sleeping and zooming in heterogeneous cellular networks," Telecommunication Systems, ۲۰۲۰.
  2. M. Hayati, H. Kalbkhani, and M.G. Shayesteh, "Energy-efficient relay selection and power allocation for multi-source multicast network-coded D۲D communication," International Journal of Electronics and Communications, ۲۰۲۰.
  3. H. Kalbkhani and M.G. Shayesteh, "Relay selection for multi-source network-coded D۲D multicast communications in heterogeneous networks," Wireless Networks, ۲۰۲۰.
  4. S. Sobhi, M.G. Shayesteh, and H. Kalbkhani, "Energy-efficient power allocation and user selection for mmWave-NOMA transmission in M۲M communications underlaying cellular heterogeneous networks," IEEE Transactions on Vehicular Technology, vol. ۶۹, pp. ۹۸۶۶ - ۹۸۸۱, ۲۰۲۰.
  5. S Sartipi, H Kalbkhani, and M.G. Shayesteh, "Diagnosis of schizophrenia from R-fMRI data Using Ripplet transform and OLPP," Multimedia Tools and Applications, vol. ۷۹, pp. ۲۳۴۰۱–۲۳۴۲۳۲۰۲۰.
  6. A. Khazali, S-Sobhi-Givi, H. Kalbkhani, and M. G. Shayesteh, “Energy-spectral efficient resource allocation and power control in heterogeneous networks with D۲D communication," Wireless Networks, vol. ۲۶, pp. ۲۵۳-۲۶۷, ۲۰۲۰.
  7. Sh. Sartipi, H.Kalbkhani, P. Ghasemzadeh, and M.G. Shayesteh, "Stockwell transform of time-series of fMRI data for diagnoses of attention deficit hyperactive disorder," Applied Soft Computing, vol. ۸۶, pp. ۱-۱۲, ۲۰۲۰.
  8. M. Khosraviyani, H. Kalbkhani, and M.G. Shayesteh, "Higher-order statistics for modulation and STBC recognition in MIMO systems," IET Communications, vol.  ۱۳, pp. ۲۴۳۶-۲۴۴۶, ۲۰۱۹.
  9. P. Ghasemzadeh, H. Kalbkhani, Sh. Sartipi, and M.G. Shayesteh, “Classification of sleep stages based on LSTAR model,” Applied Soft Computing, vol. ۷۵, pp. ۵۲۳-۵۳۶, ۲۰۱۹.
  10. Sh. Mamli and H. Kalbkhani, “Gray-level co-occurrence matrix of Fourier synchro-squeezed transform for epileptic seizure detection,” Biocybernetics and Biomedical Engineering, vol. ۳۹, pp. ۸۷-۹۹, ۲۰۱۹.
  11. P. Ghasemzadeh, H. Kalbkhani, and M. G. Shayesteh, “Sleep stages classification from EEG signal based on Stockwell transform IET Signal Processing, vol. ۱۳, pp. ۲۵۲-۲۵۲, ۲۰۱۸.
  12. Y. Aghazadeh, H. Kalbkhani, M. G. Shayesteh, and V. Solouk, "Cell selection for load balancing in heterogeneous networks," Wireless Personal Communications, vol. ۱۰۱, pp. ۳۰۵-۳۲۳, ۲۰۱۸.
  13. H. Kalbkhani and M. G. Shayesteh, "Power allocation and relay selection for network-coded D۲D communication underlay heterogeneous cellular networks," Telecommunication Systems, vol. ۶۷ pp. ۶۹۹-۷۱۵, ۲۰۱۸.
  14. 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. ۶۸, pp. ۱۴۳۵-۱۴۶۰, ۲۰۱۸.
  15. S. Sobhi-Givi, A. Khazali, H. Kalbkhani, M. G. Shayesteh, and V. Solouk, "Joint mode selection and resource allocation in D۲D communication underlaying cellular networks," Telecommunication Systems, vol. ۶۷, pp. ۴۷-۶۲, ۲۰۱۸.
  16. 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. ۱۹, pp. ۹۹۹-۱۰۱۴, ۲۰۱۷.
  17. H. Kalbkhani and M. G. Shayesteh, "Stockwell transform for epileptic seizure detection from EEG signals," Biomedical Signal Processing and Control, vol. ۳۸, pp. ۱۰۸-۱۱۸, ۲۰۱۷.
  18. 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. ۶۵, pp. ۶۷۷-۶۹۷, ۲۰۱۷.
  19. 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. ۱۰, pp. ۱۶۸۲-۱۶۹۰, ۲۰۱۶.
  20. 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. ۱۰, pp. ۱-۱۱, ۲۰۱۶.
  21. 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. ۸۶, pp. ۱۴۹۳-۱۵۰۸, ۲۰۱۶.
  22. 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. ۹, pp. ۷۷۷-۷۹۴, ۲۰۱۵.
  23. H. Kalbkhani, V. Solouk, and M. G. Shayesteh, "Resource allocation in integrated femto-macrocell networks based on location awareness," IET Communications, vol. ۷, pp. ۹۱۷-۹۳۲, ۲۰۱۵.
  24. 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. ۹, pp. ۴۸-۵۹, ۲۰۱۵.
  25. 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. ۸, pp. ۳۰۶۱-۳۰۷۱, ۲۰۱۴.
  26. 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. ۷۵, pp. ۲۰۳۷-۲۰۵۱, ۲۰۱۴.
  27. 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. ۸, pp. ۹۰۹-۹۱۹, ۲۰۱۳.
  28. H. Kalbkhani, M. G. Shayesteh, and S. M. Mousavi, "Efficient algorithms for detection of face, eye, and eye state," IET Computer Vision, vol. ۷. pp. ۱۸۴-۲۰۰, ۲۰۱۳.   
  29. 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. ۱۳. pp. ۳۵۴۴-۳۵۵۱, ۲۰۱۳.


- Conference Papers

  1. S. Sobhi, M.G. Shayesteh, H. Kalbkhani, and N. Rajatheva, "Resource Allocation and User Association for Load Balancing in NOMA-Based Cellular Heterogeneous Networks," in Proc. of Iran Workshop on Communication and Information Theory (IWCIT), ۲۰۲۰.
  2. N. Moghaddas-Goloian, V. Solouk, and H. Kalbkhani, “Energy-efficient relay selection for RLNC network coded cooperative D۲D communication,” in Proc. of IEEE International Conference on Knowledge-Based Engineering and Innovation (KBEI), Tehran, Iran, ۲۰۱۹.
  3. 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, ۲۰۱۹.
  4. M. Hayati, H. Kalbkhani, and M.G. Shayesteh, “Relay selection for spectral-efficient network-coded multi-source D۲D communication,” in Proc. of ۲۷th Iranian Conference on Electrical Engineering (ICEE ۲۰۱۹), Yazd, Iran, ۲۰۱۹.
  5. H. Kalbkhani, M.G. Shayesteh, and A. Rashidi, “Brain tumor classification from MRI images based on cumulant features,” in Proc. of ۲۷th Iranian Conference on Electrical Engineering (ICEE ۲۰۱۹), Yazd, Iran, ۲۰۱۹.
  6. 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, ۲۰۱۸.
  7. M. Hayati, H. Kalbkhani, and M.G. Shayesteh, “Spectral-efficient relay selection for multicast network-coded D۲D communications,” in Proc. of International Conference on Electrical Engineering, Tehran, ۲۰۱۸.
  8. F. Alizadeh, H. Kalbkhani, and M.G. Shayesteh, “LSTAR model for sudden cardiac death prediction,” in Proc. of International Conference on Electrical Engineering, Tehran, ۲۰۱۸.
  9. 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, ۲۰۱۸.
  10. 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, ۲۰۱۷.
  11. 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, ۲۰۱۷.
  12. S. Sobhi-Givi, A. Khazali, H. Kalbkhani, and M.G. Shayesteh, “Resource allocation in heterogeneous networks with D۲D communications,” in Proc. of International Conference of New Achievements in Electrical and Computer Engineering, Tehran, ۲۰۱۶.
  13. A. Khazali, S. Sobhi-Givi, H. Kalbkhani, and M.G. Shayesteh, “Directional antennas and fractional frequency reuse for interference management in heterogeneous networks with D۲D communications,” in Proc. of International Conference of New Achievements in Electrical and Computer Engineering, Tehran, ۲۰۱۶.
  14. 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. ۹۳-۹۸, ۲۰۱۵.
  15. 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. ۳۵۳-۳۵۷, ۲۰۱۵.
  16. 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. ۱-۵, ۲۰۱۳.
  17. 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. ۱-۴, ۲۰۱۳.
  18. 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. ۸۶-۸۹, ۲۰۱۲.
  19. H. Kalbkhani, M.G. Shayesteh, S. Jafarpour, and V. Solouk, “Outage probability of femtocells in two-tier networks with ۶-sector macrocells,” in Proc. of International Symposium on Telecommunication (IST), pp. ۶-۸, ۲۰۱۲.
  20. S. Jafarpour, V. Solouk, H. Kalbkhani, and M.G. Shayesteh, “Interference analysis of femto-macrocell networks in ۶-sector macrocell layout,” in Proc. of International Symposium on Telecommunication (IST), pp. ۲۷۷-۲۸۲, ۲۰۱۲. 
  21. 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, ۲۰۱۱.
 
Research Projects
  1. Design and Implementation of Drowsy Detector Using Image Processing Techniques on Odroid XU۴ 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. ۷۸۸۶۲.
  • H. Kalbkhani and V. Solouk, "Smart predictive irrigation system with IoT technology based on soil moisture and meteorological data," Iran National Patent No. ۱۰۱۲۸۵.
Ph.D. Thesis Co-supervised
  1. S. Sobhi-Givi, Non-orthogonal multiple access method in mmWave heterogeneous cellular networks with M۲M communication, Urmia University, in progress.
  2. A. Khazali, Relay selection and user pairing for cooperative D۲D communications in mmWave heterogeneous networks, Urmia University, in progress.
Ph.D. Thesis Advised
  1. Y. Azimi, Energy-efficient dynamic resource allocation in ۵G-RAN slicing, Urmia University, in progress.
M.Sc. Thesis Supervised
  1. Z. Heydarzad, Time-frequency analysis of EEG signal and deep learning for emotion recognition, Urmia University of Technology, in progress.
  2. M. Barzegar, Stockwell transform of fMRI signals and deep learning for Autism diagnosis, Urmia University of Technology, in progress.
M.Sc. Thesis Co-supervised
  1. P. Khani, Classification of BCI users by ۲D-DOST of fNIRS and EEG signals, Urmia University of Technology, in progress.
  2. H. Mostafavi, Energy-efficient user pairing for uplink transmission in granted UAV communication, Urmia University of Technology, ۲۰۲۰.
  3. P. Dastranj, Energy-efficient handover scheme for wireless communication with aerial base stations, Urmia University of Technology, ۲۰۲۰.
  4. E. Alizadeh, Relay selection and power allocation for energy-efficient network-coded bidirectional D۲D communication, Urmia University, ۲۰۲۰.
  5. A. Mohammadian, Energy-efficient user selection and power allocation for network-coded two-way D۲D communications with a multiple-antenna relay, Urmia University, ۲۰۱۹.
Msc Thesis Advised
  1. N. Moghaddas-Goloian, D۲D-based load balancing in ۵G networks, Urmia University of Technology, ۲۰۱۹.
  2. S. Habibi, Energy-efficient cell zooming and sleeping in heterogeneous networks, Urmia University of Technology, ۲۰۱۹.
  3. M. Abbasi, Social-aware cooperative D۲D communications, Urmia University, ۲۰۱۹.
  4. A. Vahedi, Higher-order statistics of sub-bands of Stockwell transform for epileptic seizure detection, Urmia University of Technology, ۲۰۱۸.

Professional Service
  • Reviewer, IEEE Access
  • Reviewer, IEEE Journal of Biomedical and Health Informatics  
  • Reviewer, Biomedical Signal Processing and Control Journal - Elsevier
  • Reviewer, IET Signal Processing
  • Reviewer, Journal of Ambient Intelligence and Humanized Computing - Elsevier
  • Reviewer, Computers in Biology and Medicine - 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
  • Estimation Theory
  • Optimization

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کد پستی : 17165-57166

صندوق پستی : 419-57155

فکس : 04431980251

ارتباط مستقیم با ریاست : po@uut.ac.ir

پست الکترونیکی : info@uut.ac.ir

آدرس : آذربایجان غربی، ارومیه، ابتدای جاده بند، بالاتر از گلشهر 2

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