Fingerprinting-Based Indoor Positioning Systems

ISBN-13: 9783330779907 / Angielski / Miękka / 2018 / 112 str.

Marouan Mizmizi; Luca Reggiani

Opis

This book presents a novel approach for indoor localization that is based on the well know fingerprinting. This method is a two steps process. In the first step, also called training, a set of measurements (typically RSSI) are collected from reference points in the localization area and stored into a database (or radio map). In the second step, the online measurements are compared to the stored radio map, and the position is estimated through pattern matching techniques. The main contribution proposed, consist in reducing the quantization bits of the measurements (RSSI) up to 1 bit, therefore we get a radio map that is binary. We exploited the similarity between binary coding and localization by introducing the concept of Hamming distance to evaluate the training set and to propose a design strategy for an easy implementation of IPS.

O autorze

Mizmizi, Marouan
Born in 1990 in Morocco, he obtained a master's degree in telecommunications engineering in 2015 at the Politecnico di Milano. He is currently completing his PhD in information engineering, in the context of which he has published several scientific articles related to the theme of both indoor and outdoor localization.