Advanced Techniques for Assertion-Based Verification in Hardware Designs Using Data Mining Algorithms

£89.50

Advanced Techniques for Assertion-Based Verification in Hardware Designs Using Data Mining Algorithms

Electronics engineering Electronics: circuits and components Embedded systems

Author: Mohammad Reza Heidari Iman

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Collection: Engineering

Language: English

Published by: Springer

Published on: 1st July 2025

Format: LCP-protected ePub

ISBN: 9783031904103


Introduction

This book introduces leading-edge techniques for verifying the complex electronic systems used in industries such as aerospace, automotive, and medical devices, and ensuring the safety and security of these systems. By focusing on advanced verification and security verification methods, the author addresses the critical need to detect and prevent potential bugs, errors, and vulnerabilities such as Hardware Trojans in embedded systems. With an emphasis on innovative approaches to assertion-based verification, this book provides valuable insights for engineers, researchers, and professionals dedicated to enhancing the functional verification, security, and trustworthiness of critical technological systems.

Methods and Techniques

The methods described in this book address key shortcomings in current automatic assertion miners used for assertion-based verification, such as long execution times, excessive and redundant assertion generation, and inconsistency among generated assertions. The author discusses several innovative methods, tools and techniques, such as ARTmine, IMMizer, and Dominance, which enhance functional verification, and facilitate the automatic generation, evaluation, and minimization of assertions. Additionally, novel techniques are introduced for security verification, including a security-based assertion miner for RISC-V processors and ADAssure for debugging and bug localization in autonomous driving control algorithms of autonomous vehicles.

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