A multi-channel and multi-user dynamic spectrum access algorithm based on deep reinforcement learning in Cognitive Vehicular Networks with sensing error

L Chen, K Fu, Q Zhao, X Zhao - Physical Communication, 2022 - Elsevier
In this paper, a spectrum access problem is proposed to improve the spectrum access rates
of secondary vehicles in Cognitive Vehicular Networks, where the channel capacity …

[HTML][HTML] Dynamic spectrum control-assisted secure and efficient transmission scheme in heterogeneous cellular networks

C Li, L Guan, H Wu, N Cheng, Z Li, XS Shen - Engineering, 2022 - Elsevier
Heterogeneous cellular networks (HCNs) are envisioned as a promising architecture to
provide seamless wireless coverage and increase network capacity. However, the densified …

Spectrum access allocation in vehicular networks with intermittently interrupted channels

TD Le, G Kaddoum - IEEE Wireless Communications Letters, 2022 - ieeexplore.ieee.org
In this letter, we study the spectrum access problem in vehicular networks, where a base
station (BS) assigns its spectrum to vehicles to fulfill data demands of these vehicles. In our …

Machine-learning-based cache partition method in cloud environment

J Qiu, Z Hua, L Liu, M Cao, D Chen - Peer-to-Peer Networking and …, 2022 - Springer
In the modern cloud environment, considering the cost of hardware and software resources,
applications are often co-located on a platform and share such resources. However, co …

Resource allocation in the next generation of wireless networks: vehicular and energy harvesting systems

TD Le - 2022 - espace.etsmtl.ca
The fifth generation (5G) of wireless communication networks is expected to enable
advanced network services that usually come with stringent quality-of-service (QoS) …

Enhanced Resource Allocation in Vehicular Adhoc Networks using Colonel Blotto Game Model

M Bhuvaneswari, B Paramasivan, B Shunmugapriya - 2022 - researchsquare.com
Abstract In Vehicular Adhoc Networks (VANETs), collaboration and coordination between
mobile nodes (vehicles) and static nodes (roadside infrastructure) are significant. The great …