Indoor Positioning and Fingerprinting: The R Package ipft
نویسندگان
چکیده
منابع مشابه
An Accurate Fingerprinting based Indoor Positioning Algorithm
Recently, many studies of indoor positioning system using wireless signals such as WiFi, Bluetooth, have been researched actively. There are three types of indoor positioning system, triangulation method, fingerprinting technique and Cell-ID technique. Triangulation method has advantages in searching locations in wide environment, but its accuracy deteriorates in narrow indoor environment due t...
متن کاملIndoor Positioning with Radio Location Fingerprinting
An increasingly important requirement for many novel applications is sensing the positions of people, equipment, animals, etc. GPS technology has proven itself as a successfull technology for positioning in outdoor environments but indoor no technology has yet gained a similar wide-scale adoption. A promising indoor positioning technique is radio-based location fingerprinting, having the major ...
متن کاملIndoor Cooperative Positioning Based on Fingerprinting and Support Vector Machines
For location in indoor environments, the fingerprinting technique seems the most attractive one. It gives higher localization accuracy than the parametric technique because of the existence of multipath propagation and fast fading phenomena that are difficult to model. This paper introduces a novel positioning system based on wireless the IEEE802.15.4/ZigBee standard and employs Support Vector ...
متن کاملPerformance Comparison of WiFi and UWB Fingerprinting Indoor Positioning Systems
Ultra-wideband (UWB) and WiFi technologies have been widely proposed for the implementation of accurate and scalable indoor positioning systems (IPSs). Among different approaches, fingerprinting appears particularly suitable for WiFi IPSs and was also proposed for UWB IPSs, in order to cope with the decrease in accuracy of time of arrival (ToA)-based lateration schemes in the case of severe mul...
متن کاملIndoor Positioning Using WLAN Fingerprinting with Post-Processing Scheme
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ژورنال
عنوان ژورنال: The R Journal
سال: 2019
ISSN: 2073-4859
DOI: 10.32614/rj-2019-056