Journal ArticleDOI
The role of unmanned aerial vehicles and mmWave in 5G: Recent advances and challenges
Shah Khalid Khan,Usman Naseem,Haris Siraj,Imran Razzak,Muhammad Imran +4 more
- Vol. 32, Iss: 7, pp 1-18
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TLDR
A consolidated synthesis on the role of UAVs and mmWave in 5G, emphasis on recent developments and challenges, and the scope of artificial intelligence and machine learning techniques as an efficient solution for combating the dynamic and complex nature of U AV‐based cellular communication networks are discussed.Abstract:
Next‐generation wireless communication networks, in particular, the densified 5G will bring many developments to the existing telecommunications industry. The key benefits will be the high...read more
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Journal ArticleDOI
UAV Communications for 5G and Beyond: Recent Advances and Future Trends
Bin Li,Zesong Fei,Yan Zhang +2 more
TL;DR: A comprehensive survey on UAV communication towards 5G/B5G wireless networks is presented in this article, where UAVs are expected to be an important component of the upcoming wireless networks that can potentially facilitate wireless broadcast and support high rate transmissions.
Journal ArticleDOI
A Survey on Millimeter-Wave Beamforming Enabled UAV Communications and Networking
TL;DR: In this paper , the authors provide a comprehensive survey on mmWave beamforming enabled UAV communications and networking, and provide an overview on relevant mmWave antenna structures and channel modeling.
Posted Content
Machine Learning for Wireless Connectivity and Security of Cellular-Connected UAVs
TL;DR: The introduced approaches enable UAVs to adaptively exploit wireless system resources while guaranteeing secure operation in real time, and show the benefits of the introduced solutions for each of the aforementioned cellular-connected UAV application use cases.
Journal ArticleDOI
A Comparative Analysis of Active Learning for Biomedical Text Mining
TL;DR: Experiments show that AL has the potential to significantly reducing the cost of manual labelling, and AL-assisted pre-annotations accelerates the de novo annotation process with less annotation time required.
Journal ArticleDOI
Swarm of UAVs for Network Management in 6G: A Technical Review
Muhammad Asghar Khan,Neeraj Kumar,Syed Agha Hassnain Mohsan,Wali Ullah Khan,Moustafa M. Nasralla,Mohammed H. Alsharif,Justyna ywioek,Insaf Ullah +7 more
TL;DR: This state-of-the-art review integrated blockchain and AI/ML with UAV networks utilizing the 6G ecosystem to address security and privacy, intelligence, and energy-efinity issues faced by swarms of UAVs operating in 6G mobile network.
References
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Journal ArticleDOI
Cooperative diversity in wireless networks: Efficient protocols and outage behavior
TL;DR: Using distributed antennas, this work develops and analyzes low-complexity cooperative diversity protocols that combat fading induced by multipath propagation in wireless networks and develops performance characterizations in terms of outage events and associated outage probabilities, which measure robustness of the transmissions to fading.
Journal ArticleDOI
A Statistical Model for Indoor Multipath Propagation
TL;DR: The results of indoor multipath propagation measurements using 10 ns, 1.5 GHz, radarlike pulses are presented for a medium-size office building, and a simple statistical multipath model of the indoor radio channel appears to be extendable to other buildings.
Journal ArticleDOI
Wireless communications with unmanned aerial vehicles: opportunities and challenges
TL;DR: An overview of UAV-aided wireless communications is provided, by introducing the basic networking architecture and main channel characteristics, highlighting the key design considerations as well as the new opportunities to be exploited.
Journal ArticleDOI
Millimeter Wave Channel Modeling and Cellular Capacity Evaluation
Mustafa Riza Akdeniz,Yuanpeng Liu,Mathew K. Samimi,Shu Sun,Sundeep Rangan,Theodore S. Rappaport,Elza Erkip +6 more
TL;DR: Detailed spatial statistical models of the channels are derived and it is found that, even in highly non-line-of-sight environments, strong signals can be detected 100-200 m from potential cell sites, potentially with multiple clusters to support spatial multiplexing.