Title
Decision-Tree-Based Relay Selection in Dualhop Wireless Communications
Abstract
In this paper, an initial attempt to exploit the benefits of machine learning in solving relay selection for dualhop networks has been made. From data-driven perspective, we convert relay selection to multiclass-classification problem and propose a decision-tree-based selection scheme. Input features are generated by binary quantization to the equivalent channel state information of each relay, so...
Year
DOI
Venue
2019
10.1109/TVT.2019.2909302
IEEE Transactions on Vehicular Technology
Keywords
Field
DocType
Relays,Decision trees,Training data,Indexes,Machine learning,Feature extraction,Optimization
Decision tree,Mathematical optimization,Wireless,Computer science,Feature extraction,Electronic engineering,Quantization (signal processing),Maximization,Relay,Channel state information,Computational complexity theory
Journal
Volume
Issue
ISSN
68
6
0018-9545
Citations 
PageRank 
References 
0
0.34
0
Authors
1
Name
Order
Citations
PageRank
Xiao-Wei Wang159659.78