Search Results - "IEEE Communications surveys and tutorials"

Applications of Deep Reinforcement Learning in Communications and Networking: A Survey by Luong, Nguyen Cong, Hoang, Dinh Thai, Gong, Shimin, Niyato, Dusit, Wang, Ping, Liang, Ying-Chang, Kim, Dong In

“…This paper presents a comprehensive literature review on applications of deep reinforcement learning (DRL) in communications and networking. Modern networks,…”
Get full text

Deep Learning in Mobile and Wireless Networking: A Survey by Zhang, Chaoyun, Patras, Paul, Haddadi, Hamed

“…The rapid uptake of mobile devices and the rising popularity of mobile applications and services pose unprecedented demands on mobile and wireless networking…”
Get full text

A Survey on Resource Allocation for 5G Heterogeneous Networks: Current Research, Future Trends, and Challenges by Xu, Yongjun, Gui, Guan, Gacanin, Haris, Adachi, Fumiyuki

“…In the fifth-generation (5G) mobile communication system, various service requirements of different communication environments are expected to be satisfied. As…”
Get full text

Understanding O-RAN: Architecture, Interfaces, Algorithms, Security, and Research Challenges by Polese, Michele, Bonati, Leonardo, D'Oro, Salvatore, Basagni, Stefano, Melodia, Tommaso

“…The Open Radio Access Network (RAN) and its embodiment through the O-RAN Alliance specifications are poised to revolutionize the telecom ecosystem. O-RAN…”
Get full text

A Survey on the Internet of Things (IoT) Forensics: Challenges, Approaches, and Open Issues by Stoyanova, Maria, Nikoloudakis, Yannis, Panagiotakis, Spyridon, Pallis, Evangelos, Markakis, Evangelos K.

“…Today is the era of the Internet of Things (IoT). The recent advances in hardware and information technology have accelerated the deployment of billions of…”
Get full text

Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial by Chen, Mingzhe, Challita, Ursula, Saad, Walid, Yin, Changchuan, Debbah, Merouane

“…In order to effectively provide ultra reliable low latency communications and pervasive connectivity for Internet of Things (IoT) devices, next-generation…”
Get full text

A Survey of Air-to-Ground Propagation Channel Modeling for Unmanned Aerial Vehicles by Khawaja, Wahab, Guvenc, Ismail, Matolak, David W., Fiebig, Uwe-Carsten, Schneckenburger, Nicolas

“…In recent years, there has been a dramatic increase in the use of unmanned aerial vehicles (UAVs), particularly for small UAVs, due to their affordable prices,…”
Get full text

On Multi-Access Edge Computing: A Survey of the Emerging 5G Network Edge Cloud Architecture and Orchestration by Taleb, Tarik, Samdanis, Konstantinos, Mada, Badr, Flinck, Hannu, Dutta, Sunny, Sabella, Dario

“…Multi-access edge computing (MEC) is an emerging ecosystem, which aims at converging telecommunication and IT services, providing a cloud computing platform at…”
Get full text

A Survey on Low Latency Towards 5G: RAN, Core Network and Caching Solutions by Parvez, Imtiaz, Rahmati, Ali, Guvenc, Ismail, Sarwat, Arif I., Dai, Huaiyu

“…The fifth generation (5G) wireless network technology is to be standardized by 2020, where main goals are to improve capacity, reliability, and energy…”
Get full text

Application of Machine Learning in Wireless Networks: Key Techniques and Open Issues by Sun, Yaohua, Peng, Mugen, Zhou, Yangcheng, Huang, Yuzhe, Mao, Shiwen

“…As a key technique for enabling artificial intelligence, machine learning (ML) is capable of solving complex problems without explicit programming. Motivated…”
Get full text

Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications by Al-Fuqaha, Ala, Guizani, Mohsen, Mohammadi, Mehdi, Aledhari, Mohammed, Ayyash, Moussa

“…This paper provides an overview of the Internet of Things (IoT) with emphasis on enabling technologies, protocols, and application issues. The IoT is enabled…”
Get full text

A Systematic Survey of Industrial Internet of Things Security: Requirements and Fog Computing Opportunities by Tange, Koen, De Donno, Michele, Fafoutis, Xenofon, Dragoni, Nicola

“…A key application of the Internet of Things (IoT) paradigm lies within industrial contexts. Indeed, the emerging Industrial Internet of Things (IIoT), commonly…”
Get full text

Recent Advances in Indoor Localization: A Survey on Theoretical Approaches and Applications by Yassin, Ali, Nasser, Youssef, Awad, Mariette, Al-Dubai, Ahmed, Ran Liu, Chau Yuen, Raulefs, Ronald, Aboutanios, Elias

“…The availability of location information has become a key factor in today's communications systems allowing location based services. In outdoor scenarios, the…”
Get full text

Modulation and Multiple Access for 5G Networks by Yunlong Cai, Zhijin Qin, Fangyu Cui, Li, Geoffrey Ye, McCann, Julie A.

“…Fifth generation (5G) wireless networks face various challenges in order to support large-scale heterogeneous traffic and users, therefore new modulation and…”
Get full text

A Survey of the Functional Splits Proposed for 5G Mobile Crosshaul Networks by Larsen, Line M. P., Checko, Aleksandra, Christiansen, Henrik L.

“…Pacing the way toward 5G has lead researchers and industry in the direction of centralized processing known from Cloud-Radio Access Networks (C-RAN). In C-RAN…”
Get full text

End-to-End Simulation of 5G mmWave Networks by Mezzavilla, Marco, Zhang, Menglei, Polese, Michele, Ford, Russell, Dutta, Sourjya, Rangan, Sundeep, Zorzi, Michele

“…Due to its potential for multi-gigabit and low latency wireless links, millimeter wave (mmWave) technology is expected to play a central role in 5th generation…”
Get full text

A Survey of Network Lifetime Maximization Techniques in Wireless Sensor Networks by Yetgin, Halil, Cheung, Kent Tsz Kan, El-Hajjar, Mohammed, Hanzo, Lajos

“…Emerging technologies, such as the Internet of Things, smart applications, smart grids, and machine-to-machine networks stimulate the deployment of autonomous,…”
Get full text

Reconfigurable Intelligent Surfaces: Principles and Opportunities by Liu, Yuanwei, Liu, Xiao, Mu, Xidong, Hou, Tianwei, Xu, Jiaqi, Di Renzo, Marco, Al-Dhahir, Naofal

“…Reconfigurable intelligent surfaces (RISs), also known as intelligent reflecting surfaces (IRSs), or large intelligent surfaces (LISs),<xref ref-type="fn"…”
Get full text

Named Data Networking in Vehicular Ad Hoc Networks: State-of-the-Art and Challenges by Khelifi, Hakima, Luo, Senlin, Nour, Boubakr, Moungla, Hassine, Faheem, Yasir, Hussain, Rasheed, Ksentini, Adlen

“…Information-centric networking (ICN) has been proposed as one of the future Internet architectures. It is poised to address the challenges faced by today's…”
Get full text

Modeling and Analysis of Cellular Networks Using Stochastic Geometry: A Tutorial by ElSawy, Hesham, Sultan-Salem, Ahmed, Alouini, Mohamed-Slim, Win, Moe Z.

“…This paper presents a tutorial on stochastic geometry (SG)-based analysis for cellular networks. This tutorial is distinguished by its depth with respect to…”
Get full text