Mathematical Test Effort Estimation for Dependability Assessment of Sensor-Based Driver Assistance Systems

Bock F, Siegl S, German R (2016)


Publication Language: English

Publication Type: Conference contribution, Conference Contribution

Publication year: 2016

Publisher: Institute of Electrical and Electronics Engineers Inc.

Edited Volumes: Proceedings - 42nd Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2016

Pages Range: 222-226

Conference Proceedings Title: 2016 42th Euromicro Conference on Software Engineering and Advanced Applications (SEAA)

Event location: St. Raphael Resort, Limassol, Zypern CY

ISBN: 9781509028191

DOI: 10.1109/SEAA.2016.49

Abstract

The development of modern driver assistance systems in the automotive domain requires extensive testing, for safety as well as for legal reasons. This is especially the case for sensor-based systems that provide support for autonomous driving: if they fail, an accident may occur with fatal consequences. In the majority of cases, the required test effort is roughly estimated by means of previous project data, expert knowledge or based on economical factors. As an alternative, a general mathematical approach is presented in this paper, which is focused on black box systems with sensor data fusion. It enables new projects related with sensor data fusion to estimate the required test effort for a given scenario.

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How to cite

APA:

Bock, F., Siegl, S., & German, R. (2016). Mathematical Test Effort Estimation for Dependability Assessment of Sensor-Based Driver Assistance Systems. In 2016 42th Euromicro Conference on Software Engineering and Advanced Applications (SEAA) (pp. 222-226). St. Raphael Resort, Limassol, Zypern, CY: Institute of Electrical and Electronics Engineers Inc..

MLA:

Bock, Florian, Sebastian Siegl, and Reinhard German. "Mathematical Test Effort Estimation for Dependability Assessment of Sensor-Based Driver Assistance Systems." Proceedings of the 42nd Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2016, St. Raphael Resort, Limassol, Zypern Institute of Electrical and Electronics Engineers Inc., 2016. 222-226.

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