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• W211697718 abstract "This thesis makes five important contributions to the development of an automotive safety system: filtering algorithms, three modelling frameworks concerning the usage of radar detections in tracking, vehicle motion, and decision-making for intervention decisions, and finally the implementation architecture.In the filtering context, we have developed a new sigma-point method for estimating the moments of a transformed Gaussian random variable. These estimates are derived from analytical expressions and are based on evaluations of the transforming function. The method is applied to the moment estimation task in a Gaussian filter and the resulting algorithm is denoted the marginalised Kalman filter (MKF).Compared to traditional radar models, ours is specifically designed for vehicle radars, which often yield several measurements from each object. These measurements can provide useful information, such as vehicle orientation, if they are accurately modelled. We introduce a tracking filter using such a sensor model, and show how the complex data association problem can be facilitated by merging similar hypotheses into groups.The presented vehicle motion model includes the control input from the driver. Uncertainties regarding, e.g., driver style, are formally treated with increased prediction accuracy as a result. Similar to this model, the third framework also takes the driver into consideration by allowing interventions only when the driver is believed to accept them. Our evaluations indicate an increased benefit in collision avoidance systems --- particularly in traffic situations where the future trajectory of another road user is hard for the driver to predict.Finally, we present a modular functional design for implementing a real-time data fusion system. We conclude that a tracking system, using modern estimation techniques, is well suited for sensor data fusion in an automotive environment." @default.
• W211697718 created "2016-06-24" @default.
• W211697718 creator A5003075014 @default.
• W211697718 date "2011-01-01" @default.
• W211697718 modified "2023-09-25" @default.
• W211697718 title "Filtering and modelling for automotive safety systems" @default.
• W211697718 cites W1213379166 @default.
• W211697718 cites W1483307070 @default.
• W211697718 cites W1490742194 @default.
• W211697718 cites W1492592098 @default.
• W211697718 cites W1495343868 @default.
• W211697718 cites W1498984805 @default.
• W211697718 cites W1513008779 @default.
• W211697718 cites W1518922396 @default.
• W211697718 cites W1520710862 @default.
• W211697718 cites W1531532259 @default.
• W211697718 cites W1548366749 @default.
• W211697718 cites W1548575096 @default.
• W211697718 cites W1548592398 @default.
• W211697718 cites W1557424146 @default.
• W211697718 cites W1560787681 @default.
• W211697718 cites W1568122762 @default.
• W211697718 cites W1585310960 @default.
• W211697718 cites W1671221977 @default.
• W211697718 cites W1749494163 @default.
• W211697718 cites W1965392255 @default.
• W211697718 cites W1965555277 @default.
• W211697718 cites W1966184693 @default.
• W211697718 cites W1971278239 @default.
• W211697718 cites W1976625337 @default.
• W211697718 cites W1981753958 @default.
• W211697718 cites W1984745417 @default.
• W211697718 cites W1985249384 @default.
• W211697718 cites W1993235647 @default.
• W211697718 cites W1995686871 @default.
• W211697718 cites W1996335363 @default.
• W211697718 cites W2001817222 @default.
• W211697718 cites W2002418905 @default.
• W211697718 cites W2003550515 @default.
• W211697718 cites W2005938103 @default.
• W211697718 cites W2007692097 @default.
• W211697718 cites W2008089983 @default.
• W211697718 cites W2008791833 @default.
• W211697718 cites W2011833091 @default.
• W211697718 cites W2015610461 @default.
• W211697718 cites W2017022358 @default.
• W211697718 cites W2020934227 @default.
• W211697718 cites W2022144657 @default.
• W211697718 cites W2024484949 @default.
• W211697718 cites W2024747986 @default.
• W211697718 cites W2031086754 @default.
• W211697718 cites W2043357888 @default.
• W211697718 cites W2045656233 @default.
• W211697718 cites W2053616907 @default.
• W211697718 cites W2054091988 @default.
• W211697718 cites W2057265280 @default.
• W211697718 cites W2057487175 @default.
• W211697718 cites W2062232866 @default.
• W211697718 cites W2076186907 @default.
• W211697718 cites W2083885339 @default.
• W211697718 cites W2086175709 @default.
• W211697718 cites W2086331781 @default.
• W211697718 cites W2086351947 @default.
• W211697718 cites W2089080831 @default.
• W211697718 cites W2089743634 @default.
• W211697718 cites W2094837528 @default.
• W211697718 cites W2095287147 @default.
• W211697718 cites W2095839956 @default.
• W211697718 cites W2096651706 @default.
• W211697718 cites W2098450792 @default.
• W211697718 cites W2098613108 @default.
• W211697718 cites W2099207192 @default.
• W211697718 cites W2100338616 @default.
• W211697718 cites W2101068204 @default.
• W211697718 cites W2102512337 @default.
• W211697718 cites W2102605209 @default.
• W211697718 cites W2102882097 @default.
• W211697718 cites W2104130465 @default.
• W211697718 cites W2104660831 @default.
• W211697718 cites W2105433369 @default.
• W211697718 cites W2105905583 @default.
• W211697718 cites W2105934661 @default.
• W211697718 cites W2106993639 @default.
• W211697718 cites W2107802551 @default.
• W211697718 cites W2108973411 @default.
• W211697718 cites W2110006698 @default.
• W211697718 cites W2110720940 @default.
• W211697718 cites W2117816453 @default.
• W211697718 cites W2120096422 @default.
• W211697718 cites W2120717581 @default.
• W211697718 cites W2121434944 @default.
• W211697718 cites W2122773086 @default.
• W211697718 cites W2123050817 @default.
• W211697718 cites W2123487311 @default.
• W211697718 cites W2123665586 @default.
• W211697718 cites W2125105520 @default.
• W211697718 cites W2126423185 @default.
• W211697718 cites W2126736494 @default.
• W211697718 cites W2127472055 @default.
• W211697718 cites W2127923214 @default.

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