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- research-articleAugust 2024
Dissecting Carrier Aggregation in 5G Networks: Measurement, QoE Implications and Prediction
- Wei Ye,
- Xinyue Hu,
- Steven Sleder,
- Anlan Zhang,
- Udhaya Kumar Dayalan,
- Ahmad Hassan,
- Rostand A. K. Fezeu,
- Akshay Jajoo,
- Myungjin Lee,
- Eman Ramadan,
- Feng Qian,
- Zhi-Li Zhang
ACM SIGCOMM '24: Proceedings of the ACM SIGCOMM 2024 ConferencePages 340–357https://doi.org/10.1145/3651890.3672250By aggregating multiple channels, Carrier Aggregation (CA) is an important technology for boosting cellular network bandwidth. Given diverse radio bands made available in 5G networks, CA plays a particularly critical role in achieving the goal of multi-...
- research-articleJanuary 2024JUST ACCEPTED
DashReStreamer: Framework for Creation of Impaired Video Clips under Realistic Network Conditions
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), Just Accepted https://doi.org/10.1145/3640016The continuous rise of multimedia entertainment has led to an increased demand for delivering outstanding user experience of multimedia content. However, modelling user-perceived Quality of Experience (QoE) is a challenging task, resulting in efforts for ...
- research-articleMarch 2024
A comprehensive analysis of the coverage and performance of 4G and 5G deployments
- Muhammad Iqbal Rochman,
- Vanlin Sathya,
- Damian Fernandez,
- Norlen Nunez,
- Ahmed S. Ibrahim,
- William Payne,
- Monisha Ghosh
Computer Networks: The International Journal of Computer and Telecommunications Networking (CNTW), Volume 237, Issue Chttps://doi.org/10.1016/j.comnet.2023.110060Abstract5G New Radio (5G NR), has now been deployed in all available bands: low (<1 GHz), mid (1–6 GHz), and high (>24 GHz), each with a trade-off between coverage and throughput/latency performance. The preceding 4G Long Term Evolution (4G LTE) networks ...
- research-articleNovember 2023
Cellular Network Optimization by Deep Reinforcement Learning and AI-Enhanced Ray Tracing
GeoIndustry '23: Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Spatial Big Data and AI for Industrial ApplicationsPages 41–50https://doi.org/10.1145/3615888.3627814In this paper we study the use of deep reinforcement learning that is supported by a ray tracer, on top of a detailed 3D model of the geospatial environment, for optimization of antenna tilts in cellular networks. We propose two novel mechanisms---...
- review-articleDecember 2023
Reconfigurable Antenna for Wireless Communication: Recent Developments, Challenges and Future
Wireless Personal Communications: An International Journal (WPCO), Volume 133, Issue 2Pages 725–768https://doi.org/10.1007/s11277-023-10785-7AbstractThe growth in the popularity of reconfigurable antennas has been observed recently. Because of the fast progress of wireless communication technology in current wireless applications with large data rates, multimode and cognitive radio operations ...
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- research-articleOctober 2023
Exploring the heterogeneous link between broadband investment and coverage expansion using unconditional quantile regressions
AbstractOne of the primary challenges of the telecommunications industry is to address the broadband connectivity divide. Policy makers, regulators, and network operators are in need to understand the amount of capital required to address this gap and ...
Highlights- The purpose this research is to develop a tool to estimate the required capital to tackle the broadband connectivity targets. To date, most studies aimed at estimating the investment associated with broadband deployment have consisted in ...
- research-articleMay 2023
Analyses of ping-pong handovers in real 4G telecommunication networks
Computer Networks: The International Journal of Computer and Telecommunications Networking (CNTW), Volume 227, Issue Chttps://doi.org/10.1016/j.comnet.2023.109699AbstractThe last decade has been characterized by a rapid increase in the usage of mobile communications. One of the main aspects of mobile communications is mobility. This means that mobile phones have to switch between base station cells in order to ...
- research-articleJanuary 2023
Policy options for broadband infrastructure strategies: A simulation model for affordable universal broadband in Africa
Highlights- Data analytics can improve universal broadband assessment.
- This assessment ...
Goal 9 of the Sustainable Development Goals aims to provide universal affordable broadband globally. However, a lack of data, combined with few independent and scientifically reproducible assessments, makes it challenging for ...
- ArticleApril 2023
Automating Device Fingerprinting Attacks in 4G and 5G NSA Mobile Networks
AbstractMobile networks are essential for modern societies. High bandwidth and low latency communications for massive numbers of subscribers have enabled various applications with much impact on life quality. However, the widespread of mobile network ...
- ArticleJanuary 2023
IMSI Probing: Possibilities and Limitations
AbstractMobile networks are vital for modern societies. Recent generations of mobile communication systems have introduced increased security and privacy features to enhance their trust and reliability capabilities. Several well-known vulnerabilities, ...
- research-articleNovember 2022
Development of a robust Wi-Fi/4G-based ROS communication platform for an assembly and repair mobile robot with reliable behavior under unstable network or connection failure
Artificial Life and Robotics (SPALR), Volume 27, Issue 4Pages 786–795https://doi.org/10.1007/s10015-022-00792-5AbstractThis paper presents various perspectives on designing and implementing a communication platform for a teleoperated mobile robot. The deployment of a communication network for a mobile robot and the integration of robot components in the developed ...
- research-articleAugust 2022
Network Investment as Drivers of Mobile Subscription – A Firm-level Analysis
Information Systems Frontiers (KLU-ISFI), Volume 25, Issue 5Pages 1811–1828https://doi.org/10.1007/s10796-022-10322-0AbstractGlobally, Mobile Network Operators (MNOs) incur considerable capital investments towards the acquisition of spectrum, deployment of mobile networks, and marketing and advertising of their mobile services to potential mobile subscribers. The extant ...
- research-articleAugust 2022
Realistic video sequences for subjective QoE analysis
MMSys '22: Proceedings of the 13th ACM Multimedia Systems ConferencePages 246–251https://doi.org/10.1145/3524273.3532894Multimedia streaming over the Internet (live and on demand) is the cornerstone of modern Internet carrying more than 60% of all traffic. With such high demand, delivering outstanding user experience is a crucial and challenging task. To evaluate user ...
- research-articleMarch 2022
On Privacy Risks of Watching YouTube over Cellular Networks with Carrier Aggregation
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Volume 6, Issue 1Article No.: 19, Pages 1–22https://doi.org/10.1145/3517261One's core values, personality, and social status may be reflected in the watch history of online video streaming services such as YouTube. Unfortunately, several prior research work demonstrates that man-in-the-middle or malware-assisted attackers can ...
- research-articleNovember 2021
Noncompliance as Deviant Behavior: An Automated Black-box Noncompliance Checker for 4G LTE Cellular Devices
CCS '21: Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications SecurityPages 1082–1099https://doi.org/10.1145/3460120.3485388The paper focuses on developing an automated black-box testing approach called DIKEUE that checks 4G Long Term Evolution (LTE) control-plane protocol implementations in commercial-off-the-shelf (COTS) cellular devices (also, User Equipments or UEs) for ...
- research-articleOctober 2021
A Comparison Study of Cellular Deployments in Chicago and Miami Using Apps on Smartphones
- Muhammad Iqbal Rochman,
- Vanlin Sathya,
- Norlen Nunez,
- Damian Fernandez,
- Monisha Ghosh,
- Ahmed S. Ibrahim,
- William Payne
WiNTECH '21: Proceedings of the 15th ACM Workshop on Wireless Network Testbeds, Experimental evaluation & CHaracterizationPages 61–68https://doi.org/10.1145/3477086.3480843Cellular operators have begun deploying 5G New Radio (NR) in all available bands: low (< 1 GHz), mid (1-6 GHz), and high (> 24 GHz) to exploit the different capabilities of each. At the same time, traditional 4G Long Term Evolution (LTE) deployments are ...
- research-articleOctober 2021
A novel multi-band and multi-generation (2G, 3G,4G, and 5G) 9-elements MIMO antenna system for 5G smartphone applications
- Rizwan Ullah,
- Sadiq Ullah,
- Farooq Faisal,
- Raza Ullah,
- Ismail Ben Mabrouk,
- Muath Jodei Al Hasan,
- Babar Kamal
Wireless Networks (WIRE), Volume 27, Issue 7Pages 4825–4837https://doi.org/10.1007/s11276-021-02772-2AbstractIn this study, a 9-elements hybrid MIMO (multiple input multiple output) antennas system is developed for 5G Smartphone communication.The designed MIMO system is composed of two different antenna parts i.e. the multi-band antenna element, and the ...
- research-articleAugust 2021
Learning from large-scale commercial networks: challenges and knowledge extraction towards machine learning use cases
5G-MeMU '21: Proceedings of the 1st Workshop on 5G Measurements, Modeling, and Use CasesPages 14–19https://doi.org/10.1145/3472771.3472773Machine Learning (ML) algorithms are proposed to replace conventional algorithms in the area of wireless networking. Many of the suggested algorithms are often based on simulators or smallscale test-beds. We provide a study based on a dataset collected ...
- research-articleJune 2021
Emergency 5G Communication on‐the‐Move: Concept and field trial of a mobile satellite backhaul for public protection and disaster relief
International Journal of Satellite Communications and Networking (WSAT), Volume 39, Issue 4Pages 417–430https://doi.org/10.1002/sat.1377SummaryA secure and flexible communication infrastructure for the use of broadband and IP‐based services is becoming more and more important in the context of Public Protection and Disaster Relief (PPDR). Government agencies and emergency responders need ...
- research-articleApril 2021
Game theoretic approach for bandwidth sharing in future generation networks
AbstractWith the advent of 4G LTE networks, the demand for bandwidth has rapidly increased among users of mobile devices, especially handheld smartphones. Consequently, the 4G data plans offered by mobile network operators have become expensive in many ...