Indoor position tracking systems are essential to support new types of applications for domotics and elderly care services. Unfortunately, while locating moving objects (e.g., people in a room) typically requires accuracy in the order of a few tens of cm, the intrinsically crowded nature of indoor environments (e.g., due to the presence of obstacles and/or multiple targets) as well as manifold sources of uncertainty may considerably degrade measurement results. In this paper, we present a local positioning system (LPS) provided with wireless connectivity. The proposed solution relies on two cascaded extended Kalman filters. The first one estimates the attitude of the platform within a global reference frame. The second one relies on the estimated attitude to return the planar position of the moving object in a room. The proposed approach is much more scalable than centralized location tracking techniques (e.g. based on external cameras only) because it does not require collecting and p...
A wearable embedded inertial platform with wireless connectivity for indoor position tracking
Colombo, Alessio;Fontanelli, Daniele;Macii, David;Palopoli, Luigi
2011-01-01
Abstract
Indoor position tracking systems are essential to support new types of applications for domotics and elderly care services. Unfortunately, while locating moving objects (e.g., people in a room) typically requires accuracy in the order of a few tens of cm, the intrinsically crowded nature of indoor environments (e.g., due to the presence of obstacles and/or multiple targets) as well as manifold sources of uncertainty may considerably degrade measurement results. In this paper, we present a local positioning system (LPS) provided with wireless connectivity. The proposed solution relies on two cascaded extended Kalman filters. The first one estimates the attitude of the platform within a global reference frame. The second one relies on the estimated attitude to return the planar position of the moving object in a room. The proposed approach is much more scalable than centralized location tracking techniques (e.g. based on external cameras only) because it does not require collecting and p...| File | Dimensione | Formato | |
|---|---|---|---|
|
Colombo_I2MTC11.pdf
Solo gestori archivio
Tipologia:
Versione editoriale (Publisher’s layout)
Licenza:
Tutti i diritti riservati (All rights reserved)
Dimensione
388.8 kB
Formato
Adobe PDF
|
388.8 kB | Adobe PDF | Visualizza/Apri |
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione



