EEMCS-CS-PS

I have done my Bachelors and Masters in Avionics Engineering (DSP and Communication) from National University of Science and Technology Islamabad, Pakistan. My research interests lie in the area of Wireless Communication, Software Defined Radios, Embedded Systems, Resource Allocation, Machine Learning applications in 5G Networks and Distributed Systems. I have published my research in conferences and journal and currently doing my doctoral studies at University of Twente (EEMCS) in the field of Distributed Learning for Reliable QoS in IoT Network. 

Expertise

  • Computer Science

    • Quality of Service
    • Internet of Things
    • Resource Management
    • User
    • Network Resource
    • Access Technology
    • Artificial Intelligence
    • Network Slicing

Organisations

I have worked on design of Frequency Hopping Transceiver design on Lyrtech SDR development platform in my bachelors project. It involved development of DSP and Communication algorithms on Texas Instrument's DSP processor and Xilinx Virtex-4 FPGA. During my masters, I had developed Distributed RL based resource allocation scheme for underlaying D2D users in 5G Network. My research can be seen at following link

‪Kamran Zia‬ - ‪Google Scholar‬

Publications

2023
QoS Aware Slice Resource Management Using Deep Reinforcement Learning in IoT NetworksIn QoS Aware Slice Resource Management Using Deep Reinforcement Learning in IoT Networks (pp. 150-154). Zia, K., Chiumento, A., Havinga, P. J. M., Riggio, R. & Huang, Y.https://doi.org/10.1109/DCOSS-IoT58021.2023.00035Autonomous Network Slicing and Resource Management for Diverse QoS in IoT NetworksIn 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) (pp. 160-165). IEEE. Amur, S. H., Zia, K., Chiumento, A. & Havinga, P. J. M.https://doi.org/10.1109/PerComWorkshops56833.2023.10150306
2022
Distributed Multi‐Agent RL‐Based Autonomous Spectrum Allocation in D2D‐Enabled Multi‐Tier HetNetsIn Interference Mitigation in Device‐to‐Device Communications. Zia, K., Javed, N., Sial, M. N., Ahmed, S., Pirzada, A. A. & Pervez, F.https://doi.org/10.1002/9781119788829.ch6AI-Enabled Reliable QoS in Multi-RAT Wireless IoT Networks: Prospects, Challenges, and Future DirectionsIEEE Open Journal of the Communications Society, 3(2022), Article 9924256, 1906 - 1929. Zia, K., Chiumento, A. & Havinga, P. J. M.https://doi.org/10.1109/OJCOMS.2022.3215731

Other contributions

K Zia, N Javed, MN Sial, S Ahmed, AA Pirzada - IEEE Access, 2019 A distributed multi-agent RL-based autonomous spectrum allocation scheme in D2D enabled multi-tier HetNets


K Zia, N Javed, MN Sial, S Ahmed, F Pervez - 2018 IEEE 23rd International Workshop on Computer , 2018 Multi-agent RL based user-centric spectrum allocation scheme in D2D enabled hetnets

K Zia, H Iram, M Aziz-ul-Haq, A Zia - 2018 28th International Telecommunication Networks , 2018  Comparative study of classification techniques for indoor localization of mobile devices

Research profiles

Bachelor of Avionics Engineering

College of Aeronautical Engineering, National University of Science and Technology, 

Masters of Avionics (DSP)

College of Aeronautical Engineering, National University of Science and Technology, Islamabad Pakistan

InSecTT, SUPREME

Address

University of Twente

Zilverling (building no. 11), room 5011
Hallenweg 19
7522 NH Enschede
Netherlands

Navigate to location

Organisations

Scan the QR code or
Download vCard