Title :
360°-Environment sensing and signal processing for an automotive pre-crash application
Author :
Zuther, Sebastian ; Dietmayer, Klaus
Author_Institution :
Group Res. & Adv. Eng., Daimler AG, Ulm, Germany
Abstract :
In this paper a new and flexible 360°-environment sensing system using short range radar sensors and active seat belt pretensioners is presented. To detect critical targets from a wide variety of closing angles, a total of only four radar sensors is used. The number of sensors can be changed, without altering the underlying sensor fusion and target detection algorithms. The challenges of pre-crash systems are presented and the multi-sensor fusion and signal processing algorithms are shown. To be able to react to highly dynamic driving maneuvers, an interacting multiple model filter (IMM) is used. A pre-crash algorithm for 360°-environment sensing is introduced. To verify the system effectiveness, a simple, yet effective, system test has been developed. Test data is gained and evaluated for different critical situations. The presented pre-crash system serves as a basis for new driver assistance and safety functions, which helps to increase overall driving safety, even in dense traffic and urban driving situations.
Keywords :
automotive electronics; radar signal processing; road safety; road traffic; road vehicle radar; sensor fusion; automotive precrash application; environment sensing; highly dynamic driving maneuver; interacting multiple model filter; radar sensors; sensor fusion; signal processing; target detection; urban driving; Automotive engineering; Belts; Object detection; Radar detection; Radar signal processing; Safety; Sensor fusion; Sensor systems; Signal processing; Signal processing algorithms;
Conference_Titel :
Vehicular Electronics and Safety (ICVES), 2009 IEEE International Conference on
Conference_Location :
Pune
Print_ISBN :
978-1-4244-5442-6
DOI :
10.1109/ICVES.2009.5400325