Title :
A Methodology for Localization in Tunnels Based on Periodic RF Signal Fadings
Author :
Rizzo, Carlos ; Lera, Francisco ; Villarroel, Jose Luis
Author_Institution :
Robot., Perception & Real-Time, Univ. of Zaragoza, Zaragoza, Spain
Abstract :
Tunnels represent challenging scenarios for robotics, where the hostile conditions such as the GPS-denied nature of the environment, walls uniformity, darkness and lack of features hinder essential tasks such as localization. In this paper we present a solution to this problem with a non-intrusive localization technique based on the promotion of periodic RF signal fadings. Using a radio-frequency (RF) transmitter and a receiver, the most adequate setups in order to motivate the appearance of periodic fadings are explored, and discrete and model-based localization methodologies are proposed on this basis. Simulations of radio-wave propagation in dielectric waveguides are compared to experimental results, where a quad rotor was flown in a tunnel recording the Received Signal Strength (RSS). Based on the agreement between them, we believe that filtering approaches including the propagation model can lead to a precise localization in this kind of environments.
Keywords :
SLAM (robots); dielectric waveguides; filtering theory; radio receivers; radio transmitters; radiowave propagation; tunnels; RF receiver; RF transmitter; RSS; dielectric waveguide; discrete localization methodology; filtering approach; model-based localization methodology; nonintrusive localization technique; periodic RF signal fading; propagation model; quadrotor; radiofrequency receiver; radiofrequency transmitter; radiowave propagation; received signal strength; simultaneous localization and mapping; tunnel recording; Attenuation; Electromagnetic waveguides; Fading; Receiving antennas; Robots; Transmitters; localization; modal theory; periodic fadings; tunnel environments; wireless communications;
Conference_Titel :
Military Communications Conference (MILCOM), 2014 IEEE
Conference_Location :
Baltimore, MD
DOI :
10.1109/MILCOM.2014.57