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Sigfox and LoRaWAN Datasets for Fingerprint Localization in Large Urban and Rural Areas
TLDR
Three LPWAN datasets which are collected in large-scale urban and rural areas are presented to provide the research community with a tool to evaluate fingerprinting algorithms in large outdoor environments. Expand
DASH7 alliance protocol 1.0: Low-power, mid-range sensor and actuator communication
TLDR
The paper explains its historic relation to active RFID standards ISO 18000-7 for 433 MHz communication, the basic concepts and communication paradigms of the protocol, and the implementation of every OSI layer. Expand
Outdoor Fingerprinting Localization Using Sigfox
TLDR
The accuracy of an outdoor fingerprinting technique using a large outdoor Sigfox dataset which is openly available is discussed, and a kNN (k Nearest Neighbors) algorithm is applied to the fingerprinting database. Expand
Regression-Based Estimation of Individual Errors in Fingerprinting Localization
TLDR
The feasibility of the proposed regression-based procedure for estimating the individual localization errors of fingerprinting-based localization approaches is demonstrated by showing that the proposed procedure can, in the best-case scenario, yield more than 50% more accurate estimation than the reference procedure. Expand
A realistic evaluation of indoor positioning systems based on Wi-Fi fingerprinting: The 2015 EvAAL-ETRI competition
TLDR
This is the first work in which Wi-Fi fingerprinting algorithm results delivered by several independent and competing teams are fairly compared under the same evaluation conditions, and indicates that the competing systems where complementary. Expand
A Survey of Rigid 3D Pointcloud Registration Algorithms
TLDR
The main contribution of this paper consists of an overview of registration algorithms that are of interest in the field of computer vision and robotics, for example Simultaneous Localization and Mapping. Expand
A Survey on Detection, Tracking and Identification in Radio Frequency-Based Device-Free Localization
TLDR
A comprehensive overview of this evolutionary process of tagless or device-free localization is provided, essential DFL concepts are described and several key techniques whose creation marked important milestones within this field of research are highlighted. Expand
Energy Consumption Analysis of LPWAN Technologies and Lifetime Estimation for IoT Application
TLDR
An empirical evaluation of energy consumption for LPWAN wireless technologies measures the current consumption of LoRaWAN, DASH7, Sigfox, and NB-IoT and derives the respective battery lifetime to quantify the energy performance of different protocols. Expand
Convergent Communication, Sensing and Localization in 6G Systems: An Overview of Technologies, Opportunities and Challenges
TLDR
6G will be truly intelligent wireless systems that will provide not only ubiquitous communication but also empower high accuracy localization and high-resolution sensing services, where localization and sensing will coexist with communication, continuously sharing the available resources in time, frequency, and space. Expand
Localization performance quantification by conditional entropy
TLDR
This work proposes to additionally quantify the localization posterior distribution by its conditional entropy, informing us of the uncertainty over the position after a measurement, which must be processed by the localization algorithm. Expand
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