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World Journal of Engineering Research and Technology

( An ISO 9001:2015 Certified International Journal )

An International Peer Reviewed Journal for Engineering Research and Technology

An Official Publication of Society for Advance Healthcare Research (Reg. No. : 01/01/01/31674/16)

ISSN 2454-695X

Impact Factor : 7.029

ICV : 79.45

WJERT Citation

  All Since 2020
 Citation  172  110
 h-index  7  5
 i10-index  1  0

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Abstract

INTEGRATED VALIDATION AND DATA-DRIVEN DESIGN IN AUTONOMOUS SYSTEMS: A CASE STUDY APPROACH

Riyan Mohammed and Sharfuddin Mohammed*

ABSTRACT

This paper presents a comprehensive case study approach to integrated validation and data-driven design strategies applied in autonomous systems. Through the lens of academic insights and simulation methodologies, we explore how structured testing, model-based design, and sensor validation contribute to the reliability and efficiency of next-generation vehicle platforms. The study also incorporates data-driven development cycles that enhance safety, performance, and adaptability in autonomous driving scenarios. This paper draws upon cross-domain insights from mechanical engineering, control systems, and intelligent automation to emphasize the role of validation in dynamic system development.

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