Title :
A virtual indoor localization testbed for Wireless Sensor Networks
Author :
Schmitt, Simon ; Will, Heiko ; Hillebrandt, Thomas ; Kyas, Marcel
Author_Institution :
AG Comput. Syst. & Telematics, Freie Univ. Berlin, Berlin, Germany
Abstract :
We present a novel, easy to use virtual testbed enabling researchers to evaluate their localization algorithms based on distance measurements in indoor environments. We provide precise ground truth information collected by our previously presented reference system, based on a mobile robot, in combination with range measurements from a Wireless Sensor Network (WSN) in multiple buildings. The user can define a virtual experiment using our datasets over the web. This approach separates the process of designing a robust indoor localization algorithm from the need for testing it on actual hardware in different scenarios.
Keywords :
distance measurement; indoor environment; mobile robots; wireless sensor networks; WSN; distance measurements; ground truth information; indoor environments; mobile robot; multiple buildings; robust indoor localization; virtual experiment; virtual indoor localization testbed; wireless sensor networks; Data integration; Databases; Position measurement; Robot kinematics; Robot sensing systems; Wireless sensor networks;
Conference_Titel :
Sensor, Mesh and Ad Hoc Communications and Networks (SECON), 2013 10th Annual IEEE Communications Society Conference on
Conference_Location :
New Orleans, LA
DOI :
10.1109/SAHCN.2013.6644985