Title :
Modeling and benchmarking Ultra-Wideband localization for mobile robots
Author :
Bahr, Alexander ; Feldman, Alexander ; Colli-Vignarelli, James ; Robert, Stephan ; Dehollain, Catherine ; Martinoli, Alcherio
Author_Institution :
Distrib. Intell. Syst. & Algorithms Lab., Ecole Polytech. Fed. de Lausanne (EPFL), Lausanne, Switzerland
Abstract :
Ultra-Wideband Impulse Radio (UWB-IR) is a technology that has great potential to solve numerous mobile robotic and asset tracking problems in GPS-denied environments. Our goal is to help software and hardware designers in improving the state-of-the-art in UWB-based robotic localization. We developed a test-bed where an UWB transmitter is attached to a mobile robot. By combining the received signals with the robot´s position log acquired through the dead-reckoning sensors, we obtain UWB signals which are well referenced with respect to the transmitter-receiver distance and orientation. In addition, we provide a model for every component of the setup. The entire setup allows us to simulate from first principles every aspect of an UWB localization system and then to implement low-level signal processing as well as higher-level modulation and localization techniques. We implement an Automatic Gain Control (AGC) algorithm to demonstrate the rapid proto-typing capabilities of the test-bed. Our work shows how an UWB robotic system and its models can be involved in all phases of the development of a technology that can help robot´s navigation, localization and communication algorithms.
Keywords :
mobile robots; radio receivers; radio transmitters; ultra wideband communication; GPS-denied environments; UWB localization system; UWB robotic system; UWB transmitter; UWB-IR; UWB-based robotic localization; asset tracking problem; automatic gain control; deadreckoning sensors; low-level signal processing; mobile robotic problem; mobile robots; rapid prototyping capabilities; robot communication; robot localization; robot navigation; transmitter-receiver distance; ultra-wideband impulse radio; ultra-wideband localization; Gain control; Mathematical model; Mobile robots; Numerical models; Receivers; Transmitters; Benchmarking; UWB modeling; robot navigation;
Conference_Titel :
Ultra-Wideband (ICUWB), 2012 IEEE International Conference on
Conference_Location :
Syracuse, NY
Print_ISBN :
978-1-4577-2031-4
DOI :
10.1109/ICUWB.2012.6340421