Publication: MmWave Path loss Prediction Model Using Grey System Theory for Urban Areas
Issued Date
2020-11-18
Resource Type
Other identifier(s)
2-s2.0-85099363142
Rights
Mahidol University
Rights Holder(s)
SCOPUS
Bibliographic Citation
Proceeding - 2020 International Conference on Radar, Antenna, Microwave, Electronics and Telecommunications, ICRAMET 2020. (2020), 78-80
Suggested Citation
Supachai Phaiboon, Pisit Phokharatkul MmWave Path loss Prediction Model Using Grey System Theory for Urban Areas. Proceeding - 2020 International Conference on Radar, Antenna, Microwave, Electronics and Telecommunications, ICRAMET 2020. (2020), 78-80. doi:10.1109/ICRAMET51080.2020.9298608 Retrieved from: https://repository.li.mahidol.ac.th/handle/20.500.14594/60900
Research Projects
Organizational Units
Authors
Journal Issue
Thesis
Title
MmWave Path loss Prediction Model Using Grey System Theory for Urban Areas
Author(s)
Other Contributor(s)
Abstract
© 2020 IEEE. This paper presents path loss prediction for 5G millimeter wave (mmWave) using grey model. The grey system theory is a computational method and used for an empirical model. The proposed model consists of a distance variable input and a path loss variable output. The path loss model was trained with measured path loss data at frequencies of 28 GHz. The proposed model is compared with four 5G empirical models, namely 5GCM, 3GPP, METIS and mmMAGIC. The results show that the single proposed model provide the prediction both LOS and NLOS with minimum MAE.