Photo of Peyman Tehrani

Peyman Tehrani

Ph.D. Student2017 – now
Research Interests:
  • Resource allocation and optimization algorithms
  • Wireless communications and networks
  • Machine learning and Reinforcement learning
  • Internet of things and edge computing
  • Unmanned aerial vehicles
Education:
  • 2016
    M.S. in Electerical Engineering-Communication Systems
    University of Tehran, Iran
  • 2013
    B.S. in Electrical Engineering
    University of Tehran, Iran

I received my B.S. and M.S. in Electrical Engineering in Communication systems from University of Tehran, Iran. During My Master studies I was a visiting researcher at the information engineering department of University of Padova, Italy, where, I worked on devising novel resource allocation algorithms for full-duplex OFDMA networks. Before joining UCI, I worked as a signal processing and sensor fusion engineer in Sarvin Tech Company, Tehran, in which we were applying signal processing techniques to smart phone’s sensors data for using in applications like indoor positioning and smart activity detection. Now I am a Ph.D. student at the Information and Computer Sciences school of University of California Irvine. My research mainly focuses on the using the application of the optimization and machine learning in the Unmanned Aerial vehicles Networks, edge computing and smart grids in order to make them more efficient and reliable.

Publications

No matches

  • P. Tehrani
    M. Levorato
    P. Tehrani and M. Levorato, Frequency-based Multi Task learning With Attention Mechanism for Fault Detection In Power Systems, in 2020 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), 2020, pp. 1 – 6. Release
    @inproceedings{tehrani-levorato-smartgrid-2020,
      author = {P. {Tehrani} and M. {Levorato}},
      title = {Frequency-based Multi Task learning With Attention Mechanism for Fault Detection In Power Systems},
      booktitle = {2020 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)},
      volume = {},
      number = {},
      pages = {1-6},
      year = {2020},
      doi = {10.1109/SmartGridComm47815.2020.9302968},
    }
  • S. Baidya
    P. Tehrani
    M. Levorato
    S. Baidya, P. Tehrani, and M. Levorato, Data-Driven Path Selection for Real-Time Video Streaming at the Network Edge, in 2020 IEEE International Conference on Communications Workshops (ICC Workshops), 2020, pp. 1 – 6. Release
    @inproceedings{baidya-tehrani-2020-icc,
      author = {S. {Baidya} and P. {Tehrani} and M. {Levorato}},
      title = {Data-Driven Path Selection for Real-Time Video Streaming at the Network Edge},
      booktitle = {2020 IEEE International Conference on Communications Workshops (ICC Workshops)},
      volume = {},
      number = {},
      pages = {1-6},
      year = {2020},
      doi = {10.1109/ICCWorkshops49005.2020.9145158},
    }
  • Mohammad Robat Mili
    Peyman Tehrani
    Mehdi Bennis
    M. R. Mili, P. Tehrani, and M. Bennis, Energy-Efficient Power Allocation in OFDMA D2D Communication by Multiobjective Optimization, IEEE Wireless Communications Letters, vol. 5, no. 6, pp. 668 – 671, Dec. 2016. Release
    @article{mili-tehrani-2016-wcl,
      author = {Mohammad Robat Mili and Peyman Tehrani and Mehdi Bennis},
      title = {Energy-Efficient Power Allocation in {OFDMA} {D2D} Communication by Multiobjective Optimization},
      journal = {IEEE Wireless Communications Letters},
      volume = {5},
      number = {6},
      pages = {668--671},
      month = dec,
      year = {2016},
      doi = {10.1109/lwc.2016.2614507},
    }
  • Peyman Tehrani
    Farshad Lahouti
    Michele Zorzi
    P. Tehrani, F. Lahouti, and M. Zorzi, Resource Allocation in OFDMA Networks With Half-Duplex and Imperfect Full-Duplex Users, in Proceedings of the IEEE International Conference on Communications (ICC), Kuala Lumpur, Malaysia, May 2016. Release
    @inproceedings{tehrani-lahouti-2016-icc,
      author = {Peyman Tehrani and Farshad Lahouti and Michele Zorzi},
      title = {Resource Allocation in {OFDMA} Networks With Half-Duplex and Imperfect Full-Duplex Users},
      booktitle = {Proceedings of the IEEE International Conference on Communications (ICC)},
      address = {Kuala Lumpur, Malaysia},
      month = may,
      year = {2016},
      doi = {10.1109/icc.2016.7510917},
    }