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State-of-the-Art Versus Time-Triggered Object Tracking in Advanced Driver Assistance Systems : Evoluzione dello stato dell'arte su tracciamento degli oggetti in sistemi di assistenza alla guida avanzati, in: International Journal of Advanced Robotic Systems

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Autor Koplin, Moritz; Elmenreich, Wilfried
Publicat  InTech Open Access Publisher, 2013
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Abstract Most state‐of‐the‐art driver assistance systems
cannot guarantee that real‐time images of object states are
updated within a given time interval, because the object
state observations are typically sampled by uncontrolled
sensors and transmitted via an indeterministic bus system
such as CAN. To overcome this shortcoming, a paradigm
shift toward time‐triggered advanced driver assistance
systems based on a deterministic bus system, such as
FlexRay, is under discussion.
In order to prove the feasibility of this paradigm shift,
this paper develops different models of a state‐of‐the‐art
and a time‐triggered advanced driver assistance system
based on multi‐sensor object tracking and compares them
with regard to their mean performance. The results show
that while the state‐of‐the‐art model is advantageous in
scenarios with low process noise, it is outmatched by the
time‐triggered model in the case of high process noise,
i.e., in complex situations with high dynamic.
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no fulltext found International Journal of Advanced Robotic Systems
Autor: Ottaviano, Erika; Ceccarelli, Marco; Husty, Manfred; Yu, Sung-Hoon; Kim, Yong-Tae; Park, Chang-Woo; Hyun, Chang-Ho; Chen, Xiulong; Feng, Weiming; Sun, Xianyang; Gao, Qing; Grigorescu, Sorin M.; Pozna, Claudiu; Liu, Wanli; Zhankui, Wang; Guo, Meng; Fu, Guoyu; Zhang, Jin; Chen, Wenyuan; Peng, Fengchao; Yang, Pei; Chen, Chunlin; Ding, Rui; Yu, Junzhi; Yang, Qinghai; Tan, Min; Polden, Joseph; Pan, [...]
Publicat: 2004
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Documents: International Journal of Advanced Robotic Systems
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DMG-Lib FaviconDMG-Lib https://www.dmg-lib.org/dmglib/handler?docum=31065009
Europeana FaviconEuropeana  http://www.europeana.eu/portal/record/2020801/dmglib_handler_docum_31065009.html
PDF FaviconPDF  State-of-the-Art Versus Time-Triggered Object Tracking in Advanced Driver Assistance Systems
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Time of publication 2013
License information Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License

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