WI-FI Based Indoor Positioning Using Fingerprinting Methods (KNN Algorithm) in Real Environment
نویسندگان
چکیده
منابع مشابه
Wi-Fi Crowdsourced Fingerprinting Dataset for Indoor Positioning
Benchmark open-source Wi-Fi fingerprinting datasets for indoor positioning studies are still hard to find in the current literature and existing public repositories. This is unlike other research fields, such as the image processing field, where benchmark test images such as the Lenna image or Face Recognition Technology (FERET) databases exist, or the machine learning field, where huge dataset...
متن کاملRefining Wi-fi Based Indoor Positioning
The increasing demand for location-based services inside buildings has made indoor positioning a significant research topic. This study deals with indoor positioning using the Wireless Ethernet IEEE 802.11 (Wi-Fi) standard that has a distinct advantage of low cost over other indoor wireless technologies. Most of the proposed Wi-Fi indoor positioning systems use either proximity detection via ra...
متن کاملUsing Cameras to Improve Wi-Fi Based Indoor Positioning
Indoor positioning systems are increasingly being deployed to enable indoor navigation and other indoor location-based services. Systems based on Wi-Fi and video cameras rely on different technologies and techniques and have so far been developed independently by different research communities; we show that integrating information provided by a video system into a Wi-Fi based system increases i...
متن کاملWi-Fi Based Indoor Positioning System Using Smartphones
II Declaration I certify that except where due acknowledgement has been made, the work is that of the author alone; the work has not been submitted previously, in whole or in part, to qualify for any other academic award; the content of the thesis is the result of work which has been carried out since the official commencement date of the approved research program; any editorial work, paid or u...
متن کاملUse of Fingerprinting in Wi-Fi Based Outdoor Positioning
Though GPS is the most popular positioning system at presents it does not perform well in indoor environments and urban canyons or metropolitan city areas. Wi-Fi has been accepted as one of the good candidates for indoor positioning, its performance in outdoor environment is also of interest as a Wi-Fi based positioning system can overcome the shortcomings of GPS. An experiment has been carried...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Future Generation Communication and Networking
سال: 2017
ISSN: 2233-7857,2233-7857
DOI: 10.14257/ijfgcn.2017.10.9.03