Zilverling

K. Zia MSc MRes (Kamran)

PhD Candidate
EEMCS-CS-PS
Zilverling 5011
k.zia@utwente.nl
+31534896433
Business card

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.Ā 

Expertise

  • Computer Science

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

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

ā€ŖKamran Ziaā€¬ - ā€ŖGoogle Scholarā€¬

Publications

2024

Optimizing QoS in Wireless IoT Networks: A Cross-Layer based Experimental Study (2024)In IEEE CAMAD 2024 (Accepted/In press). Zia, K., Chiumento, A. & Havinga, P. J. M.Towards Robust Slice Control in SDN Enabled WiFi based IoT Networks (2024)In 2024 20th International Conference on the Design of Reliable Communication Networks (DRCN) (pp. 159-164). IEEE. Kulikowski, D., Zia, K., Chiumento, A. & Havinga, P. J. M.https://doi.org/10.1109/DRCN60692.2024.10539146

2023

QoS Aware Slice Resource Management Using Deep Reinforcement Learning in IoT Networks (2023)In QoS Aware Slice Resource Management Using Deep Reinforcement Learning in IoT Networks (pp. 150-154) ( 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT)). 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 Networks (2023)In 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 Multiā€Agent RLā€Based Autonomous Spectrum Allocation in D2Dā€Enabled Multiā€Tier HetNets (2022)In Interference Mitigation in Deviceā€toā€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 Directions (2022)IEEE Open Journal of the Communications Society, 3(2022), 1906 - 1929. Article 9924256. 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 PervezĀ - 2018 IEEE 23rd International Workshop on Computer , 2018Ā Multi-agent RL based user-centric spectrum allocation scheme in D2D enabled hetnets

K Zia, H Iram, M Aziz-ul-Haq, A ZiaĀ - 2018 28th International Telecommunication Networks , 2018Ā  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,Ā 

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

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