TY - GEN
T1 - Localization and place recognition using an ultra-wide band (UWB) radar
AU - Takeuchi, Eijiro
AU - Elfes, Alberto
AU - Roberts, Jonathan
N1 - Publisher Copyright:
© Springer International Publishing Switzerland 2015.
PY - 2015
Y1 - 2015
N2 - This paper presents an approach to mobile robot localization, place recognition and loop closure using a monostatic ultra-wide band (UWB) radar system. The UWB radar is a time-of-flight based range measurement sensor that transmits short pulses and receives reflected waves from objects in the environment. The main idea of the poposed localization method is to treat the received waveform as a signature of place. The resulting echo waveform is very complex and highly depends on the position of the sensor with respect to surrounding objects. On the other hand, the sensor receives similar waveforms from the same positions.Moreover, the directional characteristics of dipole antenna is almost omnidirectional. Therefore, we can localize the sensor position to find similar waveform from waveform database. This paper proposes a place recognitionmethod based on waveform matching, presents a number of experiments that illustrate the high positon estimation accuracy of our UWB radar-based localization system, and shows the resulting loop detection performance in a typical indoor office environment and a forest.
AB - This paper presents an approach to mobile robot localization, place recognition and loop closure using a monostatic ultra-wide band (UWB) radar system. The UWB radar is a time-of-flight based range measurement sensor that transmits short pulses and receives reflected waves from objects in the environment. The main idea of the poposed localization method is to treat the received waveform as a signature of place. The resulting echo waveform is very complex and highly depends on the position of the sensor with respect to surrounding objects. On the other hand, the sensor receives similar waveforms from the same positions.Moreover, the directional characteristics of dipole antenna is almost omnidirectional. Therefore, we can localize the sensor position to find similar waveform from waveform database. This paper proposes a place recognitionmethod based on waveform matching, presents a number of experiments that illustrate the high positon estimation accuracy of our UWB radar-based localization system, and shows the resulting loop detection performance in a typical indoor office environment and a forest.
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U2 - 10.1007/978-3-319-07488-7_19
DO - 10.1007/978-3-319-07488-7_19
M3 - Conference contribution
AN - SCOPUS:84928266517
T3 - Springer Tracts in Advanced Robotics
SP - 275
EP - 288
BT - Field and Service Robotics - Results of the 9th International Conference
A2 - Mejias, Luis
A2 - Corke, Peter
A2 - Roberts, Jonathan
A2 - Roberts, Jonathan
PB - Springer Verlag
T2 - 9th International Conference on Field and Service Robotics, FSR 2013
Y2 - 9 December 2013 through 11 December 2013
ER -