DocumentCode :
2012961
Title :
Precise timestamping and temporal synchronization in multi-sensor fusion
Author :
Huck, Tobias ; Westenberger, Antje ; Fritzsche, Martin ; Schwarz, Tilo ; Dietmayer, Klaus
Author_Institution :
Dept. Environ. Perception, Daimler AG, Ulm, Germany
fYear :
2011
fDate :
5-9 June 2011
Firstpage :
242
Lastpage :
247
Abstract :
This paper presents a new approach to exact timestamping of asynchronous measurements in a multi-sensor setup. In order to improve the performance of a single sensor, driver assistance systems use several different sensors which have different latencies that usually cannot be measured directly. These unknown latencies pose a problem in data association and temporal synchronization. Consequently, a method to estimate or incorporate the latencies is needed in all sensor fusion algorithms in order to derive the real time of a measurement. In this paper a method is described to compensate the sensor latencies even if they cannot be observed directly.
Keywords :
data handling; driver information systems; sensor fusion; synchronisation; asynchronous measurement; data association; driver assistance system; exact timestamping; multisensor fusion; precise timestamping; real time measurement; sensor latency compensation; temporal synchronization; Approximation methods; Clocks; Estimation; Kalman filters; Prediction algorithms; Synchronization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Vehicles Symposium (IV), 2011 IEEE
Conference_Location :
Baden-Baden
ISSN :
1931-0587
Print_ISBN :
978-1-4577-0890-9
Type :
conf
DOI :
10.1109/IVS.2011.5940472
Filename :
5940472
Link To Document :
بازگشت