Spatial-Interference Aware Cooperative Resource Allocation for 5G NR Sidelink Communications

11/15/2021
by   Silvia Mura, et al.
0

Distributed resource allocation (RA) schemes have been introduced in cellular vehicle-to-everything (C-V2X) standard for vehicle-to-vehicle (V2V) sidelink (SL) communications to share the limited spectrum (sub-6GHz) efficiently. However, the recent progress in connected and automated vehicles and mobility services requires a huge amount of available spectrum resources. Therefore, millimeter-wave and sub-THz frequencies are being considered as they offer a large free bandwidth. However, they require beamforming techniques to compensate for the higher path loss attenuation. The current fifth-generation (5G) RA standard for SL communication is inherited from the previous C-V2X standard, which is not suited for beam-based communication since it does not explore the spatial dimension. In this context, we propose a novel RA scheme that addresses the directional component by adding this third spatial dimension to the bandwidth part structure and promotes cooperation between vehicles in resource selection, namely cooperative three-dimensional RA. Numerical results show an average of 10 decrease in collision probability, and a 30 to the current standard, thus, confirming the validity of the proposed method.

READ FULL TEXT

page 1

page 2

research
01/25/2021

Resource Allocation for Vehicle Platooning in 5G NR-V2X via Deep Reinforcement Learning

Vehicle platooning, one of the advanced services supported by 5G NR-V2X,...
research
10/11/2020

Distributed Resource Allocation with Multi-Agent Deep Reinforcement Learning for 5G-V2V Communication

We consider the distributed resource selection problem in Vehicle-to-veh...
research
04/15/2023

Resource Allocation for RIS-Assisted Device-to-Device Communications in Heterogeneous Cellular Networks

In recent years, with the explosive growth of data traffic, communicatio...
research
10/08/2021

Analyzing the performance of distributed conflict resolution among autonomous vehicles

This paper presents a study on how cooperation versus non-cooperation, a...
research
06/10/2021

Fastening the Initial Access in 5G NR Sidelink for 6G V2X Networks

The ever-increasing demand for intelligent, automated, and connected mob...
research
04/29/2019

Radio Resource Allocation for Reliable Out-of-coverage V2V Communications

We explore a new approach to radio resource allocation for vehicle-to-ve...
research
11/15/2021

LoS-Map Construction for Proactive Relay of Opportunity Selection in 6G V2X Systems

The evolution of connected and automated vehicles (CAVs) technology is b...

Please sign up or login with your details

Forgot password? Click here to reset