Search Results - "Leng, Supeng"
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A Hierarchical Blockchain-Enabled Federated Learning Algorithm for Knowledge Sharing in Internet of Vehicles
Published in IEEE transactions on intelligent transportation systems (01-07-2021)“…Internet of Vehicles (IoVs) is highly characterized by collaborative environment data sensing, computing and processing. Emerging big data and Artificial…”
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Multi-Agent Deep Reinforcement Learning for Computation Offloading and Interference Coordination in Small Cell Networks
Published in IEEE transactions on vehicular technology (01-09-2021)“…Integrating mobile edge computing (MEC) with small cell networks has been conceived as a promising solution to provide pervasive computing services. However,…”
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3
Deep Reinforcement Learning for Cooperative Content Caching in Vehicular Edge Computing and Networks
Published in IEEE internet of things journal (01-01-2020)“…In this article, we propose a cooperative edge caching scheme, a new paradigm to jointly optimize the content placement and content delivery in the vehicular…”
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4
Performance Analysis of Connectivity Probability and Connectivity-Aware MAC Protocol Design for Platoon-Based VANETs
Published in IEEE transactions on vehicular technology (01-12-2015)“…Vehicular ad hoc networks (VANETs) can provide safety and nonsafety applications to improve passenger safety and comfort. Grouping vehicles into platoons in…”
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Deep Learning Empowered Task Offloading for Mobile Edge Computing in Urban Informatics
Published in IEEE internet of things journal (01-10-2019)“…Led by industrialization of smart cities, numerous interconnected mobile devices, and novel applications have emerged in the urban environment, providing great…”
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6
An IEEE 802.11p-Based Multichannel MAC Scheme With Channel Coordination for Vehicular Ad Hoc Networks
Published in IEEE transactions on intelligent transportation systems (01-06-2012)“…In recent years, governments, standardization bodies, automobile manufacturers, and academia are working together to develop vehicular ad hoc network…”
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Optimal delay constrained offloading for vehicular edge computing networks
Published in 2017 IEEE International Conference on Communications (ICC) (01-05-2017)“…The increasing number of smart vehicles and their resource hungry applications pose new challenges in terms of computation and processing for providing…”
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Conference Proceeding -
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Joint Scheduling and Beamforming Coordination in Cloud Radio Access Networks With QoS Guarantees
Published in IEEE transactions on vehicular technology (01-07-2016)“…The cloud radio access network (C-RAN) is a promising architecture for future radio access networks (RANs) due to its advantages in cost efficiency,…”
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Energy-Efficient Offloading for Mobile Edge Computing in 5G Heterogeneous Networks
Published in IEEE access (2016)“…Mobile edge computing (MEC) is a promising paradigm to provide cloud-computing capabilities in close proximity to mobile devices in fifth-generation (5G)…”
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10
Artificial Intelligence Inspired Transmission Scheduling in Cognitive Vehicular Communications and Networks
Published in IEEE internet of things journal (01-04-2019)“…The Internet of Things (IoT) platform has played a significant role in improving road transport safety and efficiency by ubiquitously connecting intelligent…”
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11
An Incentivized Auction-Based Group-Selling Approach for Demand Response Management in V2G Systems
Published in IEEE transactions on industrial informatics (01-12-2015)“…Vehicle-to-grid (V2G) system with efficient demand response management (DRM) is critical to solve the problem of supplying electricity by utilizing surplus…”
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12
A dynamic bandwidth allocation algorithm in mobile networks with big data of users and networks
Published in IEEE network (01-01-2016)“…Data collection has become easy due to the rapid development of both mobile devices and wireless networks. In each second, numerous data are generated by user…”
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13
Social-Aware Edge Caching in Fog Radio Access Networks
Published in IEEE access (2017)“…Fog radio access networks (F-RANs) are becoming an emerging and promising paradigm for fifth generation cellular communication systems. In F-RANs, distributed…”
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14
Proof-of-Reputation Based-Consortium Blockchain for Trust Resource Sharing in Internet of Vehicles
Published in IEEE access (2019)“…Resource sharing among vehicles can highly improve the capability and efficiency of Internet of Vehicles (IoV). However, it is challenging to establish trust…”
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15
Visible light communication-based traffic control of autonomous vehicles at multi-lane roundabouts
Published in EURASIP journal on wireless communications and networking (16-06-2020)“…Roundabouts are a form of circular intersections adopted to secure road safety of the vehicles. However, collisions are not prevented entirely even when using…”
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16
Energy-aware traffic engineering in hybrid SDN/IP backbone networks
Published in Journal of communications and networks (01-08-2016)“…Software defined network (SDN) can effectively improve the performance of traffic engineering and will be widely used in backbone networks. Therefore, new…”
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17
Reinforcement learning enabled cooperative spectrum sensing in cognitive radio networks
Published in Journal of communications and networks (01-02-2020)“…In cognitive radio (CR) networks, fast and accurate spectrum sensing plays a fundamental role in achieving high spectral efficiency. In this paper, a…”
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18
Power Minimization Resource Allocation for Underlay MISO-NOMA SWIPT Systems
Published in IEEE access (2019)“…The combination of cognitive radio and non-orthogonal multiple access (NOMA) has tremendous potential to achieve high spectral efficiency in the IoT era. In…”
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19
A machine-learning based time constrained resource allocation scheme for vehicular fog computing
Published in China communications (01-11-2019)“…Through integrating advanced communication and data processing technologies into smart vehicles and roadside infrastructures, the Intelligent Transportation…”
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Journal Article -
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Collaborative Edge Computing and Caching in Vehicular Networks
Published in 2020 IEEE Wireless Communications and Networking Conference (WCNC) (01-05-2020)“…Mobile Edge Computing (MEC) can significantly promote the development of Internet of Vehicles (IoV) for providing a low-latency and high-reliability…”
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Conference Proceeding