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Determinantal point process-based new radio unlicensed link scheduling for multi-access edge computing.

Authors :
Xing, Chigang
Li, Yangfan
Chen, Cen
Li, Fangmin
Zeng, Zeng
Zou, Xiaofeng
Source :
World Wide Web. Sep2022, Vol. 25 Issue 5, p2215-2239. 25p.
Publication Year :
2022

Abstract

The combination of Multi-access Edge Computing (MEC) and New Radio Unlicensed (NR-U) can provide more powerful computing power and wireless access for the Internet of Things (IoT). An essential function in NR-U is to allocate time-frequency resources for IoT devices while ensuring coexistence with wireless local area networks (Wi-Fi) in the same spectrum. However, in the licensed assisted access (LAA) based NR-U, the listen-before-talk (LBT) mechanism makes the nodes located at the edges of the NR-U suffer from the hidden node problem. This can lead to a waste of time-frequency resources in NR-U and degrade the system performance. In this paper, we propose a determinantal point process (DPP) based link scheduling to improve the terminals downlink performance in the hidden nodes zone. Instead of scheduling relay links based on assignment methods, we introduce a recommendation scheme that recommends the D2D transmission nodes from a set of candidate nodes for hidden nodes and establishes D2D relay links. The recommendation scheme is designed based on a DPP model. The simulation results demonstrate that the proposed DPP method is capable of effectively selecting the optimal transmitting nodes and optimizing more hidden nodes while maximizing the sum rate. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
1386145X
Volume :
25
Issue :
5
Database :
Academic Search Index
Journal :
World Wide Web
Publication Type :
Academic Journal
Accession number :
159530872
Full Text :
https://doi.org/10.1007/s11280-022-01071-w