Blockchain-empowered resource allocation in Multi-UAV-enabled 5G-RAN: a multi-agent deep reinforcement learning approach
In 5G and B5G networks, real-time and secure resource allocation with the common telecom
infrastructure is challenging. This problem may be more severe when mobile users are …
infrastructure is challenging. This problem may be more severe when mobile users are …
Deep reinforcement learning for computation offloading and resource allocation in blockchain-based multi-UAV-enabled mobile edge computing
In the current fifth-generation (5G) and Beyond 5G (B5G) era, the Unmanned Aerial Vehicles
(UAVs) have been playing a vital role and attracting interest in different application areas in …
(UAVs) have been playing a vital role and attracting interest in different application areas in …
Blockchain-enabled resource trading and deep reinforcement learning-based autonomous RAN slicing in 5G
GO Boateng, D Ayepah-Mensah… - … on Network and …, 2021 - ieeexplore.ieee.org
The advent of radio access network (RAN) slicing is envisioned as a new paradigm for
accommodating different virtualized networks on a single infrastructure in 5G and beyond …
accommodating different virtualized networks on a single infrastructure in 5G and beyond …
When deep reinforcement learning meets federated learning: Intelligent multitimescale resource management for multiaccess edge computing in 5G ultradense …
Recently, smart cities, healthcare system, and smart vehicles have raised challenges on the
capability and connectivity of state-of-the-art Internet-of-Things (IoT) devices, especially for …
capability and connectivity of state-of-the-art Internet-of-Things (IoT) devices, especially for …
Blockchain-based resource trading in multi-UAV-assisted industrial IoT networks: A multi-agent DRL approach
With the Industrial Internet of Things (IIoT), mobile devices (MDs) and their demands for low-
latency data communication are increasing. Due to the limited resources of MDs, such as …
latency data communication are increasing. Due to the limited resources of MDs, such as …
Incentivizing proof-of-stake blockchain for secured data collection in UAV-assisted IoT: A multi-agent reinforcement learning approach
The Internet of Things (IoT) can be conveniently deployed while empowering various
applications, where the IoT nodes can form clusters to finish certain missions collectively. In …
applications, where the IoT nodes can form clusters to finish certain missions collectively. In …
Blockchain-enabled task offloading with energy harvesting in multi-UAV-assisted IoT networks: A multi-agent DRL approach
Unmanned Aerial Vehicle (UAV) is a promising technology that can serve as aerial base
stations to assist Internet of Things (IoT) networks, solving various problems such as …
stations to assist Internet of Things (IoT) networks, solving various problems such as …
Distributed dynamic resource management and pricing in the IoT systems with blockchain-as-a-service and UAV-enabled mobile edge computing
A Asheralieva, D Niyato - IEEE Internet of Things Journal, 2019 - ieeexplore.ieee.org
In this article, we study the pricing and resource management in the Internet of Things (IoT)
system with blockchain-as-a-service (BaaS) and mobile-edge computing (MEC). The BaaS …
system with blockchain-as-a-service (BaaS) and mobile-edge computing (MEC). The BaaS …
Deep reinforcement learning for optimal resource allocation in blockchain-based IoV secure systems
Driven by the advanced technologies of vehicular communications and networking, the
Internet of Vehicles (IoV) has become an emerging paradigm in smart world. However …
Internet of Vehicles (IoV) has become an emerging paradigm in smart world. However …
Deep reinforcement learning based performance optimization in blockchain-enabled internet of vehicle
The rapid development of Internet of Vehicles (IoV) necessitates a secure and reliable
infrastructure to store and share the massive data. Blockchain, a distributed and immutable …
infrastructure to store and share the massive data. Blockchain, a distributed and immutable …