HomeRamsha Narmeen

Ramsha Narmeen

Ph.D. student

Research areas: Machine learning, AI, Mobility management, Radio resource management

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PHONE NUMBER

+420 2 2435 xxxx

EMAIL ADDRESS

narmeram@fel.cvut.cz

Biography

Ramsha Narmeen is currently a PhD student at the 6G mobile research lab at the Czech Technical University in Prague, Czech Republic. She received her B.S. degree in Computer Systems Engineering from the University of Engineering and Technology, Pakistan, and her M.S. degree in Electronic Engineering from Inha University, South Korea. She was a recipient of the Jungseok International Scholarship for her M.S. degree at Inha University. She has authored several international journal and conference papers. Her research spans artificial intelligence and machine learning, radio resource and mobility management, and maritime, underwater, vehicular, and mobile ad hoc wireless networks.

Publications, patents, and demos

Selected publications

2026

A. Janes, Z. Becvar and J. Danek,“Computation offloading framework based on reconstruction-free semantic communication”, IEEE Vehicular Technology Conference (IEEE VTC2026-Spring), 2026.
E. Gures, P. Mach and Z. Becvar,“Joint Route Selection and Radio Resources Allocation for Caching in Multi-Hop Networks”, IEEE Transactions on Communications, volume accepted, 2026.
R. Narmeen, Z. Becvar, I. Ahmad and P. Mach,“Experimental Validation of Coordinated Machine Learning for Radio Resource Management”, IEEE International Conference on Communications (IEEE ICC 2026), 2026.
I. Ahmad, Z. Becvar and P. Mach,“Coordinated Federated Learning for Radio Resource Management in Future Wireless Networks”, EEE Wireless Communications Letters, volume 15, 2026.

2025

M. Kishani and Z. Becvar,“Joint Management of Communication, Computing, and Storage Resources for Low Latency Vehicular Edge Computing”, IEEE Transactions on Intelligent Transportation Systems, volume 26, no. 11, 2025.
I. Ahmad, R. Narmeen, H. Tabassum and Z. Becvar,“Intelligent Localization-Based DDPG for UAV-borne RIS in Vehicular Communication”, IEEE Transactions on Vehicular Technology, volume 74, no. 11, 2025.
M. Kishani, S. Ahmadi, S Ahmadian, R. Salkhordeh, Z. Becvar, O. Mutlu and , et al.,“ELICA: Efficient and Load Balanced I/O Cache Architecture for Hyperconverged Infrastructures”, IEEE Transactions on Transactions on Parallel and Distributed Systems, volume 36, no. 10, 2025.
R. Narmeen, Z. Becvar, P. Mach and I. Guvenc,“Coordinated Learning for Handover Management in 6G Networks with Transparent UAV Relays”, IEEE Transactions on Communications, volume 73, no. 10, 2025.
A. Janes, D. Yang, J. Danek, X. Xu, Z. Becvar and E. Steinbach,“Evaluating the Impact of Mobile Network Quality on Robot Teleoperation Using a Remote Experience Center”, European Wireless 2025, 2025.
R. Narmeen, Z. Becvar and P. Mach,“Deep Reinforcement Learning-based Prediction of User Speed for Handover Optimization”, IEEE Vehicular Technology Conference (IEEE VTC2025-Fall), 2025.
I. Ahmad, Z. Becvar and P. Mach,“Coordinated Multi-Task Learning for Efficient Radio Resource Management”, IEEE Global Communications Conference (IEEE Globecom 2025), 2025.
R. Rauch, Z. Becvar, P. Mach and J. Gazda,“Cooperative Multi-Agent Deep Reinforcement Learning for Dynamic Task Execution and Resource Allocation in Vehicular Edge Computing”, IEEE Transactions on Vehicular Technology, volume 74, no. 4, 2025.
P. Mach, Z. Becvar, M. Kishani and M. Bennis,“Architecture for AI-enabled Multimodal Semantic Communication and Computing”, IEEE Vehicular Technology Conference (IEEE VTC2025-Spring) workshop on Multi-modal and Generative Semantic Communications Towards Cloud-Edge-End Intelligence, 2025.
I. Ahmad, Z. Becvar and P. Mach,“Joint Optimization of Channel Reuse and Power Allocation in Shared D2D Communication Mode”, IEEE Vehicular Technology Conference (IEEE VTC2025-Spring), 2025.
C. Ulicny, R. Rauch, J. Gazda and Z. Becvar,“Split Computing in Autonomous Mobility for Efficient Semantic Segmentation using Transformers”, IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2025), 2025.
D. Yang, A. Janes, J. Danek, P. Gorla, X. Xu, Z. Becvar and , et al.,“Advancing Collaborative Research in Communication and Robotics: Insights from Experiments in a Remote Experience Center”, IEEE International Conference on Communications (IEEE ICC 2025) Workshops, 2025.
M. Kishani and Z. Becvar,“Sharing Semantic Information among Vehicles to Reduce Computation and Communication Energy Consumption”, IEEE Vehicular Technology Conference (IEEE VTC2025-Spring), 2025.
J. Danek, Z. Becvar and A. Janes,“Computational Offloading for Autonomous Systems: Real-World Experiments and Modeling”, IEEE Vehicular Technology Conference (IEEE VTC2025-Spring), 2025.
S. Javed, Z. Becvar, P. Mach and J. Gazda,“An Energy-Efficient Sleeping Strategy for Multi-Access Edge Computing”, IEEE Wireless Communications and Networking Conference (IEEE WCNC 2025) Workshops, 2025.
E. Gures, P. Mach and Z. Becvar,“Dynamic Transmission Power Allocation for Cache-Enabled Multi-Hop Networks”, IEEE Wireless Communications and Networking Conference (IEEE WCNC 2025), 2025.
R. Narmeen, Z. Becvar and P. Mach,“Deep Deterministic Policy Gradient for Handovers in Mobile Networks With Transparent UAV Relays”, IEEE Wireless Communications and Networking Conference (IEEE WCNC 2025), 2025.
T. Nugraha, P. Mach and Z. Becvar,“Mobility-aware Mode Selection, Relay Selection, and Resource Allocation for D2D Communication”, IEEE Transactions on Network Science and Engineering, volume 12, no. 4, 2025.

2024

I. Ahmad, Z. Becvar and P. Mach,“Coordinated Machine Learning for Channel Reuse and Transmission Power Allocation for D2D Communication”, IEEE Global Communications Conference (IEEE Globecom 2024), 2024.
R. Narmeen, P. Mach, Z. Becvar and I. Ahmad,“Joint Exit Selection and Offloading Decision for Applications Based on Deep Neural Networks”, IEEE Internet of Things Journal, volume 11, no. 23, 2024.
Z. Becvar, J. Plachy, P. Mach, A. Nikolov and D. Gesbert,“Machine Learning for Channel Quality Prediction: From Concept to Experimental Validation”, IEEE Transactions on Wireless Communications, volume 23, no. 10, 2024.
P. Mach, Z. Becvar and M. Nikooroo,“Offloading of Tasks with Tight Delay Requirements via Combined Half and Full Duplex UAV Relays”, IEEE Transactions on Vehicular Technology, volume 73, no. 9, 2024.
M. Kishani, Z. Becvar, M. Nikooroo and H. Asadi,“Joint Optimization of Communication and Storage Latencies for Vehicular Edge Computing”, IEEE Transactions on Intelligent Transportation Systems, volume 25, no. 6, 2024.
M. Nikooroo, O. Esrafilian, Z. Becvar and D. Gesbert,“Optimization of Placement and Resource Allocation in UAV-aided Multi-hop Wireless Networks”, IEEE Internet of Things Journal, volume 11, no. 11, 2024.
I. Ahmad, Z. Becvar, P. Mach and D. Gesbert,“Coordinated Machine Learning for Energy Efficient D2D Communication”, IEEE Wireless Communications Letters, volume 13, no. 5, 2024.
E. Gures, Z. Becvar and P. Mach,“Cascade Fuzzy Logic for Handover Optimization in Mobile Networks”, IEEE International Mediterranean Conference on Communications and Networking (IEEE MeditCom 2024), 2024.
M. Kishani and Z. Becvar,“Reducing Computation, Communication, and Storage Latency in Vehicular Edge Computing”, IEEE Vehicular Technology Conference (IEEE VTC2024-Spring 2024), 2024.
M. Elfiky, Z. Becvar and P. Mach,“Allocation of Resources for HARQ Retransmission in Mobile Networks based on C-RAN”, IEEE Systems Journal, volume 18, no. 1, 2024.
P. Skaba, Z. Becvar, P. Mach and I. Guvenc,“Coordinated Machine Learning for Handover in Mobile Networks with Transparent Relaying UAVs”, IEEE International Conference on Communications (IEEE ICC 2024), workshop AI/ML-Powered Autonomous Telco Networks (APATN), 2024.
P. Mach, Z. Becvar and T. Spyropoulos,“Coping with Spatial Unfairness and Overloading Problem in Mobile Networks via D2D Relaying”, IEEE Wireless Communications, volume 31, no. 1, 2024.
E. Gures and P. Mach,“Joint Route Selection and Power Allocation in Multi-hop Cache-enabled Networks”, IEEE Wireless Communications and Networking Conference (IEEE WCNC 2024), 2024.
E. Babaians, P. Gorla, S. Ayvasik, J. Plachy, Z. Becvar, W. Kellerer and , et al.,“OCTOPUS: Optimized Cross-border TeleOperated Medicine Pouring Using NextGen Seamless Communication Networks”, IEEE International Conference on Communications (IEEE ICC 2024), 2024.

2023

P. Mach, Z. Becvar and M. Nikooroo,“Multi-hop Relaying with Mixed Half and Full Duplex Relays for Offloading to MEC”, IEEE Global Communications Conference (IEEE Globecom 2023), Workshop on Emerging Topics in 6G Communications (6GComm), 2023.
E. Slapak, A. Petik, M. Volosin, M. Dopiriak, J. Gazda and Z. Becvar,“Graph Neural Network Empowered Resource Allocation for Connected Autonomous Mobility”, IEEE Robotic Computing (IEEE IRC 2023), 2023.
A. Doostmohammadi, M.R. Khayyambashi, N. Movahedinia and Z. Becvar,“Dynamic Clustering for Low Delay Delivery of Video Content Cached in MEC Servers”, IEEE Systems Journal, volume 17, no. 4, 2023.
M. Volosin, E. Slapak, Z. Becvar, T. Maksymyuk, A. Petik, M. Liyanage and , et al.,“Blockchain-based Route Selection with Allocation of Radio and Computing Resources for Connected Autonomous Vehicles”, IEEE Transactions on Intelligent Transportation Systems, volume 24, no. 7, 2023.
Z. Becvar, D. Gesbert, P. Mach and M. Najla,“Machine Learning-based Channel Quality Prediction in 6G Mobile Networks”, IEEE Communications Magazine, volume 61, no. 7, 2023.
M. Nikooroo, Z. Becvar, O. Esrafilian and D. Gesbert,“Channel Reuse for Backhaul in UAV Mobile Networks with User QoS Guarantee”, IEEE International Conference on Communications (IEEE ICC 2023), 2023.
A. Madelkhanova, Z. Becvar and T. Spyropoulos,“Optimization of Cell Individual Offset for Handover of Flying Base Stations and Users”, IEEE Transactions on Wireless Communications, volume 22, no. 5, 2023.
M. Nikooroo and Z. Becvar,“Maximization of Minimum User Capacity in UAV-Enabled Mobile Networks with NOMA”, IEEE Networking Letters, volume 5, no. 1, 2023.
M. Ruzicka, Z. Becvar and J. Gajda,“Energy Consumption Optimization for UAV Base Stations with Wind Compensation”, IEEE Communications Letters, volume 27, no. 3, 2023.

2022

M. Nikooroo, Z. Becvar, O. Esrafilian and D. Gesbert,“QoS-Aware Sum Capacity Maximization for Mobile Internet of Things Devices Served by UAVs”, IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE PIMRC 2022) workshop on Sustainable and Intelligent Green Internet of Things for 6G and Beyond, 2022.
I. Ahmad, R. Narmeen, Z. Becvar and I. Guvenc,“Machine Learning-Based Beamforming for Unmanned Aerial Vehicles Equipped with Reconfigurable Intelligent Surfaces”, IEEE Wireless Communications, volume 29, no. 4, 2022.
M. Nikooroo, O. Esrafilian, Z. Becvar and D. Gesbert,“Sum Capacity Maximization in Multi-Hop Mobile Networks with Flying Base Stations”, IEEE Global Communications Conference (IEEE GLOBECOM 2022), 2022.
Z. Becvar, M. Nikooroo and P. Mach,“On Energy Consumption of Airship-based Flying Base Stations Serving Mobile Users”, IEEE Transactions on Communications, volume 70, no. 10, 2022.
A. Madelkhanova, Z. Becvar and T. Spyropoulos,“Q-Learning-based Setting of Cell Individual Offset for Handover of Flying Base Stations”, IEEE Vehicular Technology Conference (IEEE VTC2022-Spring), 2022.
M. Kishani, Z. Becvar, M. Nikooroo and H. Asad,“Reducing Storage and Communication Latencies in Vehicular Edge Cloud”, EuCNC & 6G Summit 2022, 2022.
P. Mach and Z. Becvar,“Device-to-Device Relaying: Optimization, Performance Perspectives, and Open Challenges towards 6G Networks”, IEEE Communications Surveys & Tutorials, 2022.
P. Mach, Z. Becvar and J. Plachy,“Mitigation of Doppler Effect in High-speed Trains through Relaying”, IEEE Vehicular Technology Conference (IEEE VTC2022-Spring), 2022.
M. Nikooroo and Z. Becvar,“Optimization of Total Power Consumed by Flying Base Station Serving Mobile Users”, IEEE Transactions on Network Science and Engineering, volume 9, no. 4, 2022.
M. Najla, Z. Becvar, P. Mach and D. Gesbert, “System and Methods for Device-to-Device Communication”, US patent No. US11284361B2, 2022.
M. Nikooroo and Z. Becvar, “Optimal Positioning of Flying Base Stations and Transmission Power Allocation in NOMA Networks”, IEEE Transactions on Wireless Communications, volume 21, no. 2, 2022.
P. Mach, Z. Becvar and M. Najla,“Power Allocation, Channel Reuse, and Positioning of Flying Base Stations with Realistic Backhaul”, IEEE Internet of Things Journal, volume 9, no. 3, 2022.

2021

S.M. Zafaruddin, J. Plachy, Z. Becvar and A. Leshem, “Energy Consumption Performance of Opportunistic Device-to-Device Relaying Under Lognormal Shadowing”, IEEE Systems journal, volume 15, no. 4, 2021.
T. Nugraha, Z. Becvar and P. Mach,“Selection of Relays in Multi-Pair D2D Communication with Multicast”, European Wireless (EW 2021), 2021.
M. Kishani, Z. Becvar and H. Asadi,“PADSA: Priority-Aware Block Data Storage Architecture for Edge Cloud Serving Autonomous Vehicles”, IEEE Vehicular Networking Conference (IEEE VNC 2021), 2021.
M. Elfiky, Z. Becvar and P. Mach,“Dynamic Adjustment of Scheduling Period in Mobile Networks Based on C-RAN”, IEEE Vehicular Technology Conference (IEEE VTC-Fall 2021), 2021.
M. Najla, Z. Becvar and P. Mach, “Reuse of Multiple Channels by Multiple D2D Pairs in Dedicated Mode: Game Theoretic Approach”, IEEE Transactions on Wireless Communications, volume 20, no. 7, 2021.
M.S. Hossain and Z. Becvar, “Soft Frequency Reuse with Allocation of Resource Plans based on Machine Learning in the Networks with Flying Base Stations”, IEEE Access, volume 9, 2021.
M. Najla, Z. Becvar, P. Mach and D. Gesbert,“Positioning and Association Rules for Transparent Flying Relay Stations”, IEEE Wireless Communications Letters, volume 10, no. 6, 2021.
J. Plachy, Z. Becvar, E. Calvanese Strinati and N. di Pietro, “Dynamic Allocation of Computing and Communication Resources in Multi-Access Edge Computing for Mobile Users”, IEEE Transactions on Network and Service Management, 2021.
A. Madelkhanova and Z. Becvar, “Optimization of Cell Individual Offset for Handover of Flying Base Station”, IEEE Vehicular Technology Conference (IEEE VTC-Spring 2021), 2021.
Z. Becvar, P. Mach, M. Elfiky and M. Sakamoto, “Hierarchical Scheduling for Suppression of Fronthaul Delay in C-RAN with Dynamic Functional Split”, IEEE Communications Magazine, volume 59, no. 4, 2021.
P. Mach, T. Spyropoulos and Z. Becvar,“Incentive-based D2D Relaying in Cellular Networks”, IEEE Transactions on Communications, volume 69, no. 3, 2021.

2020

Z. Becvar and P. Mach, “Hierarchical resource scheduling method of wireless communication system”, US patent US10849139B2, 2020.
M. Najla, Z. Becvar, P. Mach and D. Gesbert,“Predicting Device-to-Device Channels from Cellular Channel Measurements: A Learning Approach”, IEEE Transactions on Wireless Communications, volume 19, no. 11, 2020.
E. Calvanese Strinati, S. Barbarossa, T. Choi, A. Pietrabissa, A. Giuseppi, E. De Santis and , et al., “6G in the Sky: On-Demand Intelligence at the Edge of 3D Networks”, ETRI Journal, volume 42, no. 5, 2020.
M. Najla, P. Mach and Z. Becvar,“Deep Learning for Selection between RF and VLC Bands in Device-to-Device Communication”, IEEE Wireless Communications Letters, volume 9, no. 10, 2020.
J. Plachy and Z. Becvar, “Energy Efficient Positioning of Flying Base Stations via Coulomb’s law”, IEEE Global Communications Conference (IEEE Globecom 2020) workshop on Space-Ground Integrated Networks, 2020.
D. Kekrt and Z. Becvar,“Low-Complexity Iterative Soft-output Demodulation for Hierarchical Quadrature Amplitude Modulation”, IEEE Global Communications Conference (IEEE Globecom 2020), 2020.
P. Mach, Z. Becvar and M. Najla,“Joint Association, Transmission Power Allocation and Positioning of Flying Base Stations Considering Limited Backhaul”, IEEE Vehicular Technology Conference (IEEE VTC-Fall 2020), 2020.
Z. Becvar and P. Mach, “Methods and devices for resource scheduling in wireless communication systems”, US patent US10798722B2, 2020.
M. Nikooroo and Z. Becvar,“Optimization of Transmission Power for NOMA in Networks with Flying Base Stations”, IEEE Vehicular Technology Conference (IEEE VTC-Fall 2020), 2020.
M. Najla, Z. Becvar, P. Mach and D. Gesbert,“Integrating UAVs as Transparent Relays into Mobile Networks: A Deep Learning Approach”, IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE PIMRC 2020), 2020.
Z. Becvar, R.G. Cheng, M. Charvat and P. Mach,“Mobility Management for D2D Communication Combining Radio Frequency and Visible Light Communications Bands”, Wireless Networks, volume 26, 2020.
M.S. Hossain and Z. Becvar,“Flexible Soft Frequency Reuse for Interference Management in the Networks with Flying Base Stations”, IEEE Vehicular Technology Conference (IEEE VTC-Spring 2020), 2020.
M. Najla, Z. Becvar and P. Mach,“Sequential Bargaining Game for Reuse of Radio Resources in D2D Communication in Dedicated Modes”, IEEE Vehicular Technology Conference (IEEE VTC-Spring 2020), 2020.
M. Nikooroo and Z. Becvar,“Optimizing Transmission and Propulsion Powers for Flying Base Stations”, IEEE Wireless Communications and Networking Conference (IEEE WCNC 2020), 2020.
Z. Becvar, P. Mach, M. Høgdal and A.P. Avramova, “Hierarchical resource scheduling method of wireless communication system”, US patent US10624105B2, 2020.
Z. Becvar, P. Mach and M. Nikooroo,“Reducing Energy Consumed by Repositioning of Flying Base Stations Serving Mobile Users”, IEEE Wireless Communications and Networking Conference (IEEE WCNC 2020), 2020.

2019

P. Mach, Z. Becvar and T. Spyropoulos,“Incentive Mechanism and Relay Selection for D2D Relaying in Cellular Networks”, IEEE Global Communications Conference (IEEE Globecom 2019), 2019.
M. Najla, D. Gesbert, Z. Becvar and P. Mach,“Machine Learning for Power Control in D2D Communication based on Cellular Channel Gains”, IEEE Global Communications Conference (IEEE Globecom 2019) workshop on Machine Learning for Wireless Communications, 2019.
T. Nugraha, Z. Becvar and P. Mach,“Relay Selection Exploiting Genetic Algorithms for Multi-hop Device-to-Device Communication”, Wireless Internet Conference (WiCON 2019), 2019.
M. Nikooroo and Z. Becvar,“Joint Positioning of UAV and Power Control for Flying Base Stations in Mobile Networks”, IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (IEEE WiMOB 2019), 2019.
J. Plachy, Z. Becvar, S.M. Zafaruddin and A. Leshem, “Nash Bargaining Solution for Cooperative Relaying Exploiting Energy Consumption”, IEEE International Workshop on Signal Processing Advances in Wireless Communications (IEEE SPAWC 2019), 2019.
R.G. Cheng, Z. Becvar, Y.S. Huang, G. Bianchi and R. Harwahyu,“Two-Phase Random Access Procedure for LTE-A Networks”, IEEE Transactions on Wireless Communications, volume 18, no. 4, 2019.
P. Mach, Z. Becvar and M. Najla,“Resource Allocation for D2D Communication with Multiple D2D Pairs Reusing Multiple Channels”, IEEE Wireless Communications Letters, volume 8, no. 4, 2019.
Z. Becvar, P. Mach, J. Plachy and M.F.P. de Tuleda,“Positioning of Flying Base Stations to Optimize Throughput and Energy Consumption of Mobile Devices”, IEEE Vehicular Technology Conference (IEEE VTC-Spring 2019), 2019.
J. Plachy, Z. Becvar, P. Mach, R. Marik and M. Vondra, “Joint Positioning of Flying Base Stations and Association of Users: Evolutionary-Based Approach”, IEEE Access, volume 7, 2019.
M. Najla, P. Mach, Z. Becvar, P. Chvojka and S. Zvanovec,“Efficient Exploitation of Radio Frequency and Visible Light Communication Bands for D2D in Mobile Networks”, IEEE Access, volume 7, 2019.

2018

M. Vondra, Z. Becvar and P. Mach,“Vehicular network-aware route selection considering communication requirements of users for ITS”, IEEE Systems Journal, volume 12, no. 2, 2018.
Z. Becvar, M. Najla and P. Mach,“Selection between Radio Frequency and Visible Light Communication Bands for D2D”, IEEE Vehicular Technology Conference (IEEE VTC-Spring 2018) recent results, 2018.
P. Mach, Z. Becvar and M. Najla,“Combined shared and dedicated resource allocation for Device-to-Device Communication”, IEEE Vehicular Technology Conference (IEEE VTC-Spring 2018), 2018.
P. Mach, Z. Becvar and A. Leshem,“Hybrid Spectrum Sharing for Cognitive Small Cells”, IEEE Wireless Communications and Networking Conference (IEEE WCNC 2018), 2018.
K. da Costa Silva, Z. Becvar, E. Cardoso and C. R. Francês,“Self-tuning Handover Algorithm Based on Fuzzy Logic in Mobile Networks with Dense Small Cells”, IEEE Wireless Communications and Networking Conference (IEEE WCNC 2018), 2018.
K. da Costa Silva, Z. Becvar and C. R. Francês,“Adaptive Hysteresis Margin Based on Fuzzy Logic for Handover in Mobile Networks with Dense Small Cells”, IEEE Access, volume 6, 2018.
R.G. Cheng, Z. Becvar and P.H. Yang,“Modeling of Distributed Queueing-based Random Access for Machine Type Communications in Mobile Networks”, IEEE Communications Letters, volume 22, no. 1, 2018.

2017

P. Mach, Z. Becvar, M. Najla and S. Zvanovec,“Combination of Visible Light and Radio Frequency Bands for Device-to-Device Communication”, IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE PIMRC 2017), workshop on Coexisting Radio and Optical Wireless Deployments, 2017.
P. Mach and Z. Becvar,“Energy-aware Dynamic Selection of Overlay and Underlay Spectrum Sharing for Cognitive Small cells”, IEEE Transactions on Vehicular Technology, volume 66, no. 5, 2017.
Z. Becvar, M. Vondra, P. Mach, J. Plachy and D. Gesbert, “Performance of Mobile Networks with UAVs: Can Flying Base Stations Substitute Ultra-Dense Small Cells?”, European Wireless (EW 2017), 2017, BEST PAPER AWARD.
Z. Becvar, M. Rohlik, P. Mach, M. Vondra, T. Vanek, M.A. Puente and , et al.,“Distributed Architecture of 5G Mobile Networks for Efficient Computation Management in Mobile Edge Computing”, 5G Radio Access Network (RAN) – Centralized RAN, Cloud-RAN and Virtualization of Small Cells (H. Venkataraman, R. Trestian, eds.), CRC Press, Taylor and Francis Group, USA, 2017.
P. Mach and Z. Becvar,“Mobile Edge Computing: A Survey on Architecture and Computation Offloading”, IEEE Communications Surveys & Tutorials, volume 19, no. 3, 2017.

2016

J. Plachy, Z. Becvar and P. Mach, “Path Selection Enabling User Mobility and Efficient Distribution of Data for Computation at the Edge of Mobile Network”, Computer Networks, volume 108, 2016.
J. Dolezal, Z. Becvar and T. Zeman,“Performance Evaluation of Computation Offloading from Mobile Device to the Edge of Mobile Network”, IEEE Conference on Standards for Communications & Networking (IEEE CSCN 2016), 2016.
P. Mach and Z. Becvar,“Cloud-aware Power Control for Real-time Application Offloading in Mobile Edge Computing”, Transactions on Emerging Telecommunications Technologies, volume 27, no. 5, 2016.
M. Vondra and Z. Becvar,“Distance-based Neighborhood Scanning for Handover Purposes in Network with Small Cells”, IEEE Transactions on Vehicular Technology, volume 65, no. 2, 2016.
J. Plachy, Z. Becvar and E. Calvanese Strinati, “Dynamic Resource Allocation Exploiting Mobility Prediction in Mobile Edge Computing”, IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE PIMRC 2016), 2016.

2015

P. Mach, Z. Becvar and T. Vanek,“In-Band Device-to-Device Communication in OFDMA Cellular Networks: A Survey and Challenges”, IEEE Communications Surveys & Tutorials, volume 17, no. 4, 2015.
J. Plachy, Z. Becvar and E. Calvanese Strinati, “Cross-layer approach enabling communication of high number of devices in 5G mobile networks”, IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (IEEE WiMOB 2015), 2015.
R.G. Cheng, N.S. Chen, Y.F. Chou and Z. Becvar,“Offloading Multiple Mobile Data Contents through Opportunistic Device-to-device Communications”, Wireless Personal Communications, volume 84, no. 3, 2015.
Z. Becvar, P. Mach and M. Vondra,“Self-optimizing neighbor cell list with dynamic threshold for handover purposes in networks with small cells”, Wireless Communications and Mobile Computing, volume 15, no. 13, 2015.
M.A. Puente, Z. Becvar, M. Rohlik, F. Lobillo and E. Calvanese-Strinati,“A seamless integration of computationally-enhanced base stations into mobile networks towards 5G”, IEEE Vehicular Technology Conference (IEEE VTC-Spring 2015) workshops, 2015.
P. Mach and Z. Becvar,“Distributed Hybrid Spectrum Sharing for OFDMA-based Cognitive Femtocells in 5G Networks”, European Wireless (EW 2015), 2015.
P. Mach and Z. Becvar,“Enhancement of Hybrid Cognitive Approach for Femtocells”, IEEE Vehicular Technology Conference (IEEE VTC-Spring 2015), 2015.

2014

P. Mach and Z. Becvar,“Cloud-aware power control for cloud-enabled small cells”, IEEE Global Communications Conference (IEEE GLOBECOM 2014) workshops, 2014.
M. de Mari, Z. Becvar, E. Calvanese Strinati and M. Debbah,“Interference empowered 5G networks”, International Conference on 5G for Ubiquitous Connectivity (5GU 2014), 2014.
Z. Becvar, P. Mach and E. Calvanese Strinati,“Prediction of channel quality after handover for mobility management in 5G”, International Conference on 5G for Ubiquitous Connectivity (5GU 2014), 2014.
M. Vondra, S. Djahel and J. Murphy,“VANETs based Route Selection with QoS Guarantees in Smart Cities”, Wireless Days (WD 2014), 2014.
M. Vondra and Z. Becvar,“QoS-ensuring distribution of computation load among cloud-enabled small cells”, IEEE International Conference on Cloud Networking (IEEE CloudNet 2014), 2014.
Z. Becvar, J. Plachy and P. Mach, “Path Selection Using Handover in Mobile Networks with Cloud-enabled Small Cells”, IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE PIMRC 2014), 2014.
Z. Becvar, P. Mach and E. Calvanese Strinati,“Q-Learning-based Prediction of Channel Quality after Handover in Mobile Networks”, IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE PIMRC 2014), 2014.
Z. Becvar and J. Plachy, “Radio Resource Sharing Among Users in Hybrid Access Femtocells”, KSII Transactions on Internet and Information Systems (TIIS), Korean Society for Internet Information, volume 8, no. 8, 2014.
P. Mach and Z. Becvar,“Vertical Handover Decision in Heterogeneous Wireless Networks with Femtocells”, Electronics and Electrical Engineering, Electronics and Electrical Engineering, volume 20, no. 4, 2014.
F. Lobillo, Z. Becvar, M.A. Puente, P. Mach, F. Lo Presti, F. Gambetti and , et al.,“An architecture for mobile computation offloading on cloud-enabled LTE small cells”, IEEE Wireless Communications and Networking Conference (IEEE WCNC 2014) workshops, 2014.
J. Dolezal and Z. Becvar,“Methodology and tool for energy consumption modeling of mobile devices”, IEEE Wireless Communications and Networking Conference (IEEE WCNC 2014) workshops, 2014.
P. Mach and Z. Becvar,“Centralized dynamic resource allocation scheme for femtocells exploiting graph theory approach”, IEEE Wireless Communications and Networking Conference (IEEE WCNC 2014), 2014.
P. Mach and Z. Becvar,“Hybrid Cognitive Approach for Femtocell Interference Mitigation”, International Conference on Networks (ICN 2014), 2014.

2013

Z. Becvar and P. Mach,“Mitigation of Redundant Handovers to Femtocells by Estimation of Throughput Gain”, Mobile Information Systems, IOS Press, volume 9, no. 4, 2013.
Z. Becvar, M. Vondra and P. Mach,“Dynamic Optimization of Neighbor Cell List for Femtocells”, IEEE 77th Vehicular Technology Conference (IEEE VTC-Spring 2013), 2013.
M. Vondra and Z. Becvar,“Self-configured Neighbor Cell List of macro cells in network with Small Cells”, IEEE 24th International Symposium on Personal Indoor and Mobile Radio Communications (IEEE PIMRC 2013), 2013.
Z. Becvar, P. Mach and M. Vondra,“Optimization of SINR-based Neighbor Cell List for networks with small cells”, IEEE 24th International Symposium on Personal Indoor and Mobile Radio Communications (IEEE PIMRC 2013), 2013.
P. Mach, R. Bestak and Z. Becvar,“Optimization of association procedure in WiMAX networks with relay stations”, Telecommunication Systems, Springer US, volume 52, no. 3, 2013.
P. Mach, Z. Becvar and R. Bestak,“Handover of relay stations for load balancing in IEEE 802.16.”, Wireless Communications and Mobile Computing, volume 13, no. 2, 2013.

2012

Z. Becvar and P. Mach,“Performance of fast cell selection in two-tier OFDMA networks with small cells”, Wireless Days (WD 2012), 2012.
M. Vondra and Z. Becvar,“Handover with consideration of connection cost in femtocell networks”, Wireless Telecommunications Symposium (WTS 2012), 2012.
M. Vondra and Z. Becvar,“Connection Cost Based Handover Decision for Offloading Macrocells by Femtocells”, Wired/Wireless Internet Communication (WWIC 2012), 2012.
Z. Becvar, P. Mach and M. Vondra,“Handover Procedure in Femtocells”, Femtocell Communications and Technologies: Business Opportunities and Deployment Challenges (R.A. Saeed, ed.), Information Science Reference, 2012.
Z. Becvar, P. Roux and P. Mach,“Fast cell selection with efficient active set management in OFDMA networks with femtocells”, EURASIP Journal on Wireless Communications and Networking, Springer International Publishing AG, volume 2012, no. 1, 2012.
Z. Becvar and P. Mach,“On Efficiency of ARQ and HARQ Entities Interaction in WiMAX Networks”, Advanced Transmission Techniques in WiMAX (R. Hincapie, ed.), Information Science Reference, 2012.

2011

Z. Becvar and P. Mach,“On enhancement of handover decision in femtocells”, Wireless Days (WD 2011), 2011.
P. Mach and Z. Becvar,“Efficient routing of data for femtocells”, Wireless Days (WD 2011), 2011.
P. Mach and Z. Becvar,“Optimization of power control algorithm for femtocells based on frame utilization”, IEEE International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC 2011), 2011.
P. Mach and Z. Becvar,“QoS-Guaranteed Power Control Mechanism Based on the Frame Utilization for Femtocells”, EURASIP Journal on Wireless Communications and Networking, Hindawi Publishing Corporation, volume 2011, no. 2011, 2011.
Z. Becvar, L. Novak and M. Vondra,“Assessment of Speech Quality in VoIP”, VoIP Technologies (Shigeru Kashihara, ed.), INTECH Open Access Publisher, 2011.
P. Mach and R. Bestak,“Radio resources allocation for decentrally controlled relay stations”, Wireless Networks, Springer US, volume 17, no. 1, 2011.
Z. Becvar and R. Bestak,“Overhead of ARQ mechanism in IEEE 802.16 networks”, Telecommunication Systems, Springer US, volume 46, no. 4, 2011.
P. Mach and Z. Becvar,“Path Selection in WiMAX Networks with Mobile Relay Stations”, International Conference on Networks (ICN 2011), 2011.
G Vivier, M Kamoun, Z. Becvar, E de Marinis and A Widiwan,“Femtocelulas”, Redes, Telecom e Intalaoes, volume 12, no. 130, 2011.
Z. Becvar and P. Mach,“Fast predicted handover in IEEE 802.16 networks”, European Transactions on Telecommunications, John Wiley & Sons, Ltd., volume 22, no. 2, 2011.
Z. Becvar, P. Mach and B. Simak,“Improvement of handover prediction in mobile WiMAX by using two thresholds”, Computer Networks, volume 55, no. 16, 2011.

2010

G. Vivier, M. Kamoun, Z. Becvar, E. de Marinis, Y. Lostanlen and A. Widiawan,“Femtocells for next-G wireless systems: The FREEDOM approach”, Future Network and Mobile Summit (FuNeMS 2010), 2010.
Z. Becvar and P. Mach,“Reduction of Scanning Reporting Overhead in IEEE 802.16 Networks with Relays”, International Conference on Networks (ICN 2010), 2010.
P. Mach and Z. Becvar,“Dynamic Power Control Mechanism for Femtocells Based on the Frame Utilization”, International Conference on Wireless and Mobile Communications (ICWMC 2010), 2010.
Z. Becvar and P. Mach,“Adaptive Hysteresis Margin for Handover in Femtocell Networks”, International Conference on Wireless and Mobile Communications (ICWMC 2010), 2010.

2009

Z. Becvar, P. Mach and R. Bestak,“Impact of Handover on VoIP Speech Quality in WiMAX Networks”, International Conference on Networks (ICN 2009), 2009.
P. Mach, Z. Becvar and R. Bestak,“Acquisition of Channel State Information for Routing Purposes in Relay-Based WiMAX Networks”, International Conference on Networks (ICN 2009), 2009.
Z. Becvar, P. Mach and R. Bestak,“Initialization of handover procedure in WiMAX networks”, ICT-MobileSummit 2009, 2009.
Z. Becvar,“Efficiency of Handover Prediction Based on Handover History”, Journal of Convergence Information Technology (JCIT), no. 4, 2009.

2008

P. Mach, R. Bestak and Z. Becvar,“Optimization of network entry procedure in relay based WiMAX networks”, International Conference on Systems, Signals and Image Processing (IWSSIP 2008), 2008.
S. Simoens, P. Labbe, J. Vidal, R. Hoshyar, Augustin A. and others,“The FP7 ROCKET Project: Wireless Access Technology for Homogeneous High Rate Coverage”, Proceedings of 17th ICT Mobile Summit 2008 (S. Simoens, others, eds.), 2008.
Z. Becvar, P. Mach and R. Bestak,“Optimization of handover scanning procedure in WiMAX networks with relay stations”, International Symposium on Wireless Pervasive Computing (IEEE ISWPC 2008), 2008.
P. Mach and R. Bestak,“WiMAX throughput evaluation of conventional relaying”, Telecommunication Systems, Springer US, volume 38, no. 1-2, 2008.

2007

Z. Becvar and J. Zelenka,“Implementation of handover delay timer into WiMAX”, Conference on Telecommunication (ConfTele 2007), 2007.
Z. Becvar,“Impact of relay stations implementation on the handover in WiMAX”, Personal Wireless Communications (PWC 2007), Springer US, 2007.