Intelligence for Embedded Systems A Methodological Approach /

• Main Author: Alippi, Cesare (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Subjects: Engineering.; Special purpose computers.; Computational intelligence.; Electronics.; Microelectronics.; Electronics and Microelectronics, Instrumentation.; Computational Intelligence.; Special Purpose and Application-Based Systems.

Addressing current issues of which any engineer or computer scientist should be aware, this monograph is a response to the need to adopt a new computational paradigm as the methodological basis for designing pervasive embedded systems with sensor capabilities. The requirements of this paradigm are t...

Table of Contents:

• Introduction
• From Metrology to Digital Data
• Uncertainty, Informaiton and Learning Mechanisms
• Randomized Algorithms
• Robustness Analysis
• Emotional Cognitive Mechanisms for Embedded Systems
• Performance Estimation and Probably Approximately Correct Computation
• Intelligent Mechanisms in Embedded Systems
• Learning in Nonstationary and Evolving Environments
• Fault Diagnosis Systems.