Comparative study of Kpower means, ant colony optimization, kernel power density-based estimation, and Gaussian mixture model for wireless propagation multipath clustering

• Main Authors: Teologo, Antipas, Materum, Lawrence, Blanza, Jojo, Hirano, Takuichi
• Format: text
• Published: Animo Repository 2020
• Subjects: Ant algorithms; Gaussian distribution; Radio frequency; Electrical and Electronics
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/1762; https://animorepository.dlsu.edu.ph/context/faculty_research/article/2761/type/native/viewcontent
• Institution: De La Salle University

In radio communications, channel modeling has a very significant impact. Most of the system’s performance relies on the behavior and characteristics of a radio channel. Due to its mobility features, radio channels are time-variant that change over time, making channel characterizations to be dynamic...