M. Martínez-Inglés, D. Gaillot, J. Pascual-García, Jose-Maria Molina Garcia-Pardo, M. Liénard, J. Rodríguez, L. Juan-Llácer
{"title":"毫米波频段的聚类影响","authors":"M. Martínez-Inglés, D. Gaillot, J. Pascual-García, Jose-Maria Molina Garcia-Pardo, M. Liénard, J. Rodríguez, L. Juan-Llácer","doi":"10.1109/APS.2015.7304892","DOIUrl":null,"url":null,"abstract":"In this work different clustering approaches are investigated in the millimeter-wave (mm-W) frequency band from measurements and simulations. Multipath Component (MPC) parameters have been extracted from both measurements and simulations using RiMAX. Following this step, several clustering techniques such as visual inspection, K-means, and multipath component distance (MCD) were implemented and analyzed. We have found that, at mm-W, the number of MPC within a cluster is very small.","PeriodicalId":242998,"journal":{"name":"2015 IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting","volume":"33 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"Impact of clustering at mmW band frequencies\",\"authors\":\"M. Martínez-Inglés, D. Gaillot, J. Pascual-García, Jose-Maria Molina Garcia-Pardo, M. Liénard, J. Rodríguez, L. Juan-Llácer\",\"doi\":\"10.1109/APS.2015.7304892\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this work different clustering approaches are investigated in the millimeter-wave (mm-W) frequency band from measurements and simulations. Multipath Component (MPC) parameters have been extracted from both measurements and simulations using RiMAX. Following this step, several clustering techniques such as visual inspection, K-means, and multipath component distance (MCD) were implemented and analyzed. We have found that, at mm-W, the number of MPC within a cluster is very small.\",\"PeriodicalId\":242998,\"journal\":{\"name\":\"2015 IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting\",\"volume\":\"33 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-10-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/APS.2015.7304892\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/APS.2015.7304892","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
In this work different clustering approaches are investigated in the millimeter-wave (mm-W) frequency band from measurements and simulations. Multipath Component (MPC) parameters have been extracted from both measurements and simulations using RiMAX. Following this step, several clustering techniques such as visual inspection, K-means, and multipath component distance (MCD) were implemented and analyzed. We have found that, at mm-W, the number of MPC within a cluster is very small.