Adaptive Timers and Buffer Optimization for Layer-2 Protocols in 5G Non-Terrestrial Networks

08/18/2023
by   Chandan Kumar Sheemar, et al.
0

Interest in the integration of Terrestrial Networks (TN) and Non-Terrestrial Networks (NTN); primarily satellites; has been rekindled due to the potential of NTN to provide ubiquitous coverage. Especially with the peculiar and flexible physical layer properties of 5G-NR, now direct access to 5G services through satellites could become possible. However, the large Round-Trip Delays (RTD) in NTNs require a re-evaluation of the design of RLC and PDCP layers timers ( and associated buffers), in particular for the regenerative payload satellites which have limited computational resources, and hence need to be optimally utilized. Our aim in this work is to initiate a new line of research for emerging NTNs with limited resources from a higher-layer perspective. To this end, we propose a novel and efficient method for optimally designing the RLC and PDCP layers' buffers and timers without the need for intensive computations. This approach is relevant for low-cost satellites, which have limited computational and energy resources. The simulation results show that the proposed methods can significantly improve the performance in terms of resource utilization and delays.

READ FULL TEXT
research
12/02/2018

Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization

In this paper, we study the problem of improving computational resource ...
research
06/28/2021

Caching and Computation Offloading in High Altitude Platform Station (HAPS) Assisted Intelligent Transportation Systems

Edge intelligence, which is a new paradigm to accelerate artificial inte...
research
09/18/2023

Near-optimal Cloud-Network Integrated Resource Allocation for Latency-Sensitive B5G

Nowadays, while the demand for capacity continues to expand, the blossom...
research
09/14/2022

Cost-efficient Auto-scaling of Container-based Elastic Processes

In business process landscapes, a common challenge is to provide the nec...
research
11/23/2021

No Free Lunch: Balancing Learning and Exploitation at the Network Edge

Over the last few years, the DRL paradigm has been widely adopted for 5G...
research
12/12/2017

Layer-Adaptive Communication and Collaborative Transformed-Domain Representations for Performance Optimization in WSNs

In this paper, we combat the problem of performance optimization in wire...
research
10/07/2019

A Locally Adaptive Bayesian Cubature Method

Bayesian cubature (BC) is a popular inferential perspective on the cubat...

Please sign up or login with your details

Forgot password? Click here to reset