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K. Zia MSc MRes (Kamran)

PhD Candidate

About Me

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

Engineering & Materials Science
# Artificial Intelligence
# Internet Of Things
# Machine Learning
# Network Management
# Quality Of Service
# Throughput

Organisations

Research

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

Recent
Zia, K. , Chiumento, A. , Havinga, P. J. M., Riggio, R. , & Huang, Y. (2023). QoS Aware Slice Resource Management Using Deep Reinforcement Learning in IoT Networks. 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)). https://doi.org/10.1109/DCOSS-IoT58021.2023.00035
Amur, S. H. , Zia, K. , Chiumento, A. , & Havinga, P. J. M. (2023). Autonomous Network Slicing and Resource Management for Diverse QoS in IoT Networks. In 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) (pp. 160-165). IEEE. https://doi.org/10.1109/PerComWorkshops56833.2023.10150306
Zia, K., Javed, N., Sial, M. N., Ahmed, S., Pirzada, A. A., & Pervez, F. (2022). Distributed Multi‐Agent RL‐Based Autonomous Spectrum Allocation in D2D‐Enabled Multi‐Tier HetNets. In Interference Mitigation in Device‐to‐Device Communications https://doi.org/10.1002/9781119788829.ch6
Zia, K., Javed, N., Sial, M. N., Ahmed, S., Pirzada, A. A., & Pervez, F. (2019). A Distributed Multi-Agent RL-Based Autonomous Spectrum Allocation Scheme in D2D Enabled Multi-Tier HetNets. IEEE Access, 7, 6733-6745. https://doi.org/10.1109/ACCESS.2018.2890210
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



UT Research Information System

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Education

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

Projects

InSecTT, SUPREME

Contact Details

 
 

Visiting Address

University of Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling (building no. 11), room 5011
Hallenweg 19
7522NH  Enschede
The Netherlands

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Mailing Address

University of Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling  5011
P.O. Box 217
7500 AE Enschede
The Netherlands

Organisations

University of Twente Drienerlolaan 5
7522 NB Enschede
+31 (0)53 489 9111
info@utwente.nl
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