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