Kornkanok Khaoampai, K. N. Nakorn, K. Rojviboonchai
{"title":"手机低复杂度底层定位算法","authors":"Kornkanok Khaoampai, K. N. Nakorn, K. Rojviboonchai","doi":"10.1109/ECTICON.2014.6839765","DOIUrl":null,"url":null,"abstract":"Mobile phone has played an important role in daily life. Many applications on mobile phone can provide location service to user. A GPS sensor provides highly accurate localization system in outdoor environment but low accuracy over an indoor scenario because obstacles and mainly infrastructure of building block a GPS signal from GPS satellites. Moreover, GPS cannot determine a current floor that mobile phone is located on. Many indoor localization approaches have been proposed to address this problem. The approaches require back-end servers, which have high cost of hardware, software and maintenances to support localization processing. In this paper, we propose a low complexity floor localization algorithm. Our floor localization can be done on mobile phone and does not need any support from back-end server. The algorithm uses Wi-Fi access points that the mobile phone can detect as an input to determine current floor of the mobile phone. In addition, our proposed floor localization algorithm provides up to 90.83% of accuracy.","PeriodicalId":347166,"journal":{"name":"2014 11th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"Low complexity floor localization algorithm for mobile phone\",\"authors\":\"Kornkanok Khaoampai, K. N. Nakorn, K. Rojviboonchai\",\"doi\":\"10.1109/ECTICON.2014.6839765\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Mobile phone has played an important role in daily life. Many applications on mobile phone can provide location service to user. A GPS sensor provides highly accurate localization system in outdoor environment but low accuracy over an indoor scenario because obstacles and mainly infrastructure of building block a GPS signal from GPS satellites. Moreover, GPS cannot determine a current floor that mobile phone is located on. Many indoor localization approaches have been proposed to address this problem. The approaches require back-end servers, which have high cost of hardware, software and maintenances to support localization processing. In this paper, we propose a low complexity floor localization algorithm. Our floor localization can be done on mobile phone and does not need any support from back-end server. The algorithm uses Wi-Fi access points that the mobile phone can detect as an input to determine current floor of the mobile phone. In addition, our proposed floor localization algorithm provides up to 90.83% of accuracy.\",\"PeriodicalId\":347166,\"journal\":{\"name\":\"2014 11th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-05-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2014 11th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ECTICON.2014.6839765\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 11th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ECTICON.2014.6839765","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Low complexity floor localization algorithm for mobile phone
Mobile phone has played an important role in daily life. Many applications on mobile phone can provide location service to user. A GPS sensor provides highly accurate localization system in outdoor environment but low accuracy over an indoor scenario because obstacles and mainly infrastructure of building block a GPS signal from GPS satellites. Moreover, GPS cannot determine a current floor that mobile phone is located on. Many indoor localization approaches have been proposed to address this problem. The approaches require back-end servers, which have high cost of hardware, software and maintenances to support localization processing. In this paper, we propose a low complexity floor localization algorithm. Our floor localization can be done on mobile phone and does not need any support from back-end server. The algorithm uses Wi-Fi access points that the mobile phone can detect as an input to determine current floor of the mobile phone. In addition, our proposed floor localization algorithm provides up to 90.83% of accuracy.