Abstract—Over the past decade, several studies have been conducted to discover a better-performing multipath clustering technique. Developing a multipath clustering technique with better accuracy performance is a big challenge considering the varying properties of the multipath propagations that change over time. In this study, several clustering techniques have been investigated and compared to the newly-developed technique for performance analysis. Using the Jaccard score as a metric for the accuracy of grouping correctly the wireless multipaths, the performance of the different clustering techniques has been determined and compared to the newly-developed technique. The proposed clustering algorithm shows improved performance in the indoor channel scenarios but needs further investigation in the semi-urban environment.
 

Keywords—radiowave propagation, wireless multipath, Jaccard score, clustering analysis

Cite: Antipas T. Teologo Jr. and Lawrence Materum, "Accuracy and Cluster Analysis of 5.3 GHz Indoor and 285 MHz Semi-urban MIMO LOS and NLOS Propagation Multipaths," Journal of Communications vol. 18, no. 2, pp. 135-139, February 2023. Doi: 10.12720/jcm.18.2.135-139