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Hybrid LiFi and WiFi Networks: A Survey

期刊: IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2021; 23 (2)

In order to tackle the rapidly growing number of mobile devices and their expanding demands for Internet services, network convergence is envisaged to......

Federated Learning for Internet of Things: A Comprehensive Survey

期刊: IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2021; 23 (3)

The Internet of Things (IoT) is penetrating many facets of our daily life with the proliferation of intelligent services and applications empowered by......

Resource Allocation and Service Provisioning in Multi-Agent Cloud Robotics: A Comprehensive Survey

期刊: IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2021; 23 (2)

Robotic applications nowadays are widely adopted to enhance operational automation and performance of real-world Cyber-Physical Systems (CPSs) includi......

Comprehensive Survey on Machine Learning in Vehicular Network: Technology, Applications and Challenges

期刊: IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2021; 23 (3)

Towards future intelligent vehicular network, the machine learning as the promising artificial intelligence tool is widely researched to intelligentiz......

Deep Reinforcement Learning for Internet of Things: A Comprehensive Survey

期刊: IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2021; 23 (3)

The incumbent Internet of Things suffers from poor scalability and elasticity exhibiting in communication, computing, caching and control (4Cs) proble......

A Survey on Multi-Access Edge Computing Applied to Video Streaming: Some Research Issues and Challenges

期刊: IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2021; 23 (2)

Driven by the quality of experience (QoE) requirement of video streaming applications in the smart city, smart education, immersive service, and conne......

Internet of Underwater Things and Big Marine Data Analytics-A Comprehensive Survey

期刊: IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2021; 23 (2)

The Internet of Underwater Things (IoUT) is an emerging communication ecosystem developed for connecting underwater objects in maritime and underwater......

A Survey of Autonomous Underwater Vehicle Formation: Performance, Formation Control, and Communication Capability

期刊: IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2021; 23 (2)

Autonomous underwater vehicles (AUVs) are submersible underwater vehicles controlled by onboard computers. AUV formation is a cooperative control whic......

A Comprehensive Survey on Coded Distributed Computing: Fundamentals, Challenges, and Networking Applications

期刊: IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2021; 23 (3)

Distributed computing has become a common approach for large-scale computation tasks due to benefits such as high reliability, scalability, computatio......

Distributed Machine Learning for Wireless Communication Networks: Techniques, Architectures, and Applications

期刊: IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2021; 23 (3)

Distributed machine learning (DML) techniques, such as federated learning, partitioned learning, and distributed reinforcement learning, have been inc......

Reconfigurable Intelligent Surfaces: Principles and Opportunities

期刊: IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2021; 23 (3)

Reconfigurable intelligent surfaces (RISs), also known as intelligent reflecting surfaces (IRSs), or large intelligent surfaces (LISs),(1) have receiv......

A Survey on Resource Allocation for 5G Heterogeneous Networks: Current Research, Future Trends, and Challenges

期刊: IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2021; 23 (2)

In the fifth-generation (5G) mobile communication system, various service requirements of different communication environments are expected to be sati......

Artificial Intelligence for Wireless Caching: Schemes, Performance, and Challenges

期刊: IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2021; 23 (1)

Wireless data traffic is growing unprecedentedly and it may impede network performance by consuming an ever-greater amount of bandwidth. With the adva......

Enabling AI in Future Wireless Networks: A Data Life Cycle Perspective

期刊: IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2021; 23 (1)

Recent years have seen rapid deployment of mobile computing and Internet of Things (IoT) networks, which can be mostly attributed to the increasing co......

Potential Identity Resolution Systems for the Industrial Internet of Things: A Survey

期刊: IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2021; 23 (1)

In recent years, the Industrial Internet of Things (IIoT) came into being. IIoT connects sensors, industrial equipment, products, and staff in the fac......

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