Title :
Towards a generic and efficient environment model for ADAS
Author :
Grewe, R. ; Hohm, Andree ; Hegemann, S. ; Lueke, S. ; Winner, Hermann
Author_Institution :
Div. Chassis & Safety, Continental, Lindau am Bodensee, Germany
Abstract :
In research projects for future ADAS functions a dense environment model covering free space is often necessary, which is obtained by complementing or replacing a common object list by a grid based environment model. The drawbacks of grid based models are their demands for memory, computational resources and bandwidth. This paper analyzes the influence of data compression on accuracy and resource demand of a grid. By using a simple compression scheme the transmission bandwidth and the required computational resources can be significantly reduced.
Keywords :
data compression; driver information systems; grid computing; ADAS function; compression scheme; computational resources; data compression; dense environment model; efficient environment model; free space; grid based environment model; research project; resource demand; transmission bandwidth; Computational modeling; Image coding; Quantization; Redundancy; Road transportation; Sensors; Vehicles;
Conference_Titel :
Intelligent Vehicles Symposium (IV), 2012 IEEE
Conference_Location :
Alcala de Henares
Print_ISBN :
978-1-4673-2119-8
DOI :
10.1109/IVS.2012.6232146