A Mapping of Assurance Techniques for Learning Enabled Autonomous Systems to the Systems Engineering Lifecycle

Christian Ellis; Maggie Wigness; Lance Fiondella

doi:10.1109/icaa52185.2022.00013

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Conference paper · 2022

Assurance, Reliability & Security

A Mapping of Assurance Techniques for Learning Enabled Autonomous Systems to the Systems Engineering Lifecycle

Christian Ellis, Maggie Wigness, Lance Fiondella

2022 IEEE International Conference on Assured Autonomy (ICAA), pp. 28-35, 2022

PDF DOI: 10.1109/icaa52185.2022.00013 arXiv Publisher

Systems engineering V-model with stages outlined in black, green and orange to mark development, acquisition and sustainment phases of assurance work. — Fig. 1. Recent work in assurance for LEAS is mapped to relevant stages of the MITRE systems engineering lifecycle [6], into 3 distinct categories—development, acquisition, and sustainment.

Abstract

This study maps various assurance techniques applicable to learning-enabled autonomous systems onto the systems engineering lifecycle, providing a framework for integrating assurance practices throughout system development.

Cite

@inproceedings{ellis2022mapping,
  title = {{A Mapping of Assurance Techniques for Learning Enabled Autonomous Systems to the Systems Engineering Lifecycle}},
  author = {Christian Ellis and Maggie Wigness and Lance Fiondella},
  year = {2022},
  booktitle = {2022 IEEE International Conference on Assured Autonomy (ICAA)},
  pages = {28--35},
  doi = {10.1109/icaa52185.2022.00013}
}