Joint Identification of the Clustering and Cardinality of Wireless Propagation Multipaths
Jojo F. Blanza · International Journal of Emerging Trends in Engineering Research · 2019
COST 2100 channel model (C2CM) wireless propagation multipaths taken from IEEE DataPort are grouped using simultaneous clustering and model selection (SCAMS).SCAMS solves simultaneously the membership and the number of clusters in contrast to just the number of clusters popular clustering approaches provide.The membership and the number of clusters rely on and , the parameters that avoid the trivial solution of the affinity matrix.Jaccard index is used to assess the accuracy of SCAMS by comparing the clustered multipaths with the reference multipath datasets from IEEE DataPort.