Search Results - "Qureshi, Haneya Naeem"
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1
On the Tradeoffs Between Coverage Radius, Altitude, and Beamwidth for Practical UAV Deployments
Published in IEEE transactions on aerospace and electronic systems (01-12-2019)“…Current studies on unmanned aerial vehicle (UAV) based cellular deployment consider UAVs as aerial base stations for air-to-ground communication. However, they…”
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2
Optimal Bin Width for Autonomous Coverage Estimation Using MDT Reports in the Presence of User Positioning Error
Published in IEEE communications letters (01-04-2019)“…Minimization of drive test (MDT) allows coverage to be estimated at the base station using user equipment measurement reports with the objective of eliminating…”
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3
Which Statistical Distribution Best Characterizes Modern Cellular Traffic and What Factors Could Predict Its Spatiotemporal Variability?
Published in IEEE communications letters (01-05-2019)“…Spatiotemporal characterization of user traffic is the first step in designing, optimizing, and automating a mobile cellular network. While it is well known…”
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4
5G-Enabled Healthcare in Mobile Scenarios: Challenges and Implementation Considerations
Published in IEEE network (01-11-2023)“…Wireless connectivity delay, disruption, or failure can significantly affect the performance of wireless-enabled medical devices, which in turn causes…”
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Enhanced MDT-Based Performance Estimation for AI Driven Optimization in Future Cellular Networks
Published in IEEE access (2020)“…Minimization of drive test (MDT) allows coverage estimation at a base station by leveraging measurement reports gathered at the user equipment (UE) without the…”
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Service Level Agreements for 5G and Beyond: Overview, Challenges and Enablers of 5G-Healthcare Systems
Published in IEEE access (01-01-2021)“…5G and beyond networks will transform the healthcare sector by opening possibilities for novel use cases and applications. Service level agreements (SLAs) can…”
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7
Handover Probability Analysis in Multi-Tier Aerial Networks at Varying Altitudes
Published in ICC 2023 - IEEE International Conference on Communications (28-05-2023)“…Existing works on user mobility in unmanned aerial vehicle (UAV)/drone-based aerial networks consider either fixed height drone base stations (DBSs), or are…”
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Conference Proceeding -
8
Communication Requirements in 5G-Enabled Healthcare Applications: Review and Considerations
Published in Healthcare (Basel) (02-02-2022)“…Fifth generation (5G) mobile communication technology can enable novel healthcare applications and augment existing ones. However, 5G-enabled healthcare…”
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An AI-Enabled Bias-Free Respiratory Disease Diagnosis Model Using Cough Audio
Published in Bioengineering (Basel) (01-01-2024)“…Cough-based diagnosis for respiratory diseases (RDs) using artificial intelligence (AI) has attracted considerable attention, yet many existing studies…”
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10
A Hybrid Deep Learning-Based (HYDRA) Framework for Multifault Diagnosis Using Sparse MDT Reports
Published in IEEE access (2022)“…Diminishing viability of manual fault diagnosis in the increasingly complex emerging cellular network has motivated research towards artificial intelligence…”
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Design Considerations and Deployment Challenges for TurboRAN 5G and Beyond Testbed
Published in IEEE access (2022)“…Prior to standardization, new features, algorithms, and solutions have to be rigorously evaluated and verified using different methods. In this regard,…”
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iPREDICT: AI enabled proactive pandemic prediction using biosensing wearable devices
Published in Informatics in medicine unlocked (2024)“…The emergence of pandemics poses a persistent threat to both global health and economic stability. While zoonotic spillovers and local outbreaks may not be…”
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13
From Simulators to Digital Twins for Enabling Emerging Cellular Networks: A Tutorial and Survey
Published in IEEE Communications surveys and tutorials (01-11-2024)“…Simulators are indispensable parts of the research and development necessary to advance countless industries, including cellular networks. With simulators, the…”
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14
Service Level Agreements for 5G-Enabled Healthcare Systems: Challenges and Considerations
Published in IEEE network (01-01-2022)“…5G and Beyond 5G (B5G) communication networks, with their characteristics of increasing speed, connectivity, reliability, availability and capacity while…”
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15
Deep Learning-based Framework for Multi-Fault Diagnosis in Self-Healing Cellular Networks
Published in 2022 IEEE Wireless Communications and Networking Conference (WCNC) (10-04-2022)“…Fault diagnosis is turning out to be an intense challenge due to the increasing complexity of the emerging cellular networks. The root-cause analysis of…”
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Conference Proceeding -
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Entropy Field Decomposition Based Outage Detection for Ultra-Dense Networks
Published in IEEE access (2021)“…Ambitious quality of experience expectations from 5G mobile cellular networks have spurred the research towards ultra-dense heterogeneous networks (UDHNs)…”
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Service Level Agreements for 5G and Beyond: Overview, Challenges and Enablers of 5G-Healthcare Systems
Published in IEEE access (01-01-2021)“…Not provided…”
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18
Towards Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework
Published in IEEE Communications surveys and tutorials (29-04-2023)“…The future of cellular networks is contingent on artificial intelligence (AI) based automation, particularly for radio access network (RAN) operation,…”
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19
Massive MIMO with Quasi Orthogonal Pilots: A Flexible Solution for TDD Systems
Published in 2017 IEEE 86th Vehicular Technology Conference (VTC-Fall) (01-09-2017)“…This paper presents novel results for Massive MIMO time division duplex (TDD) system where the beam- forming vector in the down-link makes use of MMSE channel…”
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Conference Proceeding -
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Towards Designing Systems with Large Number of Antennas for Range Extension in Ground-to-Air Communications
Published 25-06-2020“…Published in IEEE PIMRC 2018 Providing broadband connectivity to airborne systems using ground based cellular networks is a promising solution as it offers…”
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