Intelligence for embedded systems: a methodological approach
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cham [u.a.]
Springer
2014
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| Schlagworte: | |
| Online-Zugang: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource |
| ISBN: | 9783319052786 |
| DOI: | 10.1007/978-3-319-05278-6 |
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Datensatz im Suchindex
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| adam_text | INTELLIGENCE FOR EMBEDDED SYSTEMS
/ ALIPPI, CESARE
: 2014
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
FROM METROLOGY TO DIGITAL DATA
UNCERTAINTY, INFORMAITON AND LEARNING MECHANISMS
RANDOMIZED ALGORITHMS
ROBUSTNESS ANALYSIS
EMOTIONAL COGNITIVE MECHANISMSFOR EMBEDDED SYSTEMS
PERFORMANCE ESTIMATION AND PROBABLY APPROXIMATELY CORRECT COMPUTATION
INTELLIGENT MECHANISMS IN EMBEDDED SYSTEMS
LEARNING IN NONSTATIONARY AND EVOLVING ENVIRONMENTS
FAULT DIAGNOSIS SYSTEMS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
INTELLIGENCE FOR EMBEDDED SYSTEMS
/ ALIPPI, CESARE
: 2014
ABSTRACT / INHALTSTEXT
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 TO CONTROL COMPLEXITY, TO LIMIT COST AND ENERGY
CONSUMPTION, AND TO PROVIDE ADAPTATION AND COGNITION ABILITIES ALLOWING
THE EMBEDDED SYSTEM TO INTERACT PROACTIVELY WITH THE REAL WORLD. THE
QUEST FOR SUCH INTELLIGENCE REQUIRES THE FORMALIZATION OF A NEW
GENERATION OF INTELLIGENT SYSTEMS ABLE TO EXPLOIT ADVANCES IN DIGITAL
ARCHITECTURES AND IN SENSING TECHNOLOGIES.THE BOOK SHEDS LIGHT ON THE
THEORY BEHIND INTELLIGENCE FOR EMBEDDED SYSTEMS WITH SPECIFIC FOCUS ON:
ROBUSTNESS (THE ROBUSTNESS OF A COMPUTATIONAL FLOW AND
ITS EVALUATION); INTELLIGENCE (HOW TO MIMIC THE
ADAPTATION AND COGNITION ABILITIES OF THE HUMAN BRAIN),
THE CAPACITY TO LEARN IN NON-STATIONARY AND EVOLVING ENVIRONMENTS BY
DETECTING CHANGES AND REACTING ACCORDINGLY; AND A NEW
PARADIGM THAT, BY ACCEPTING RESULTS THAT ARE CORRECT IN PROBABILITY,
ALLOWS THE COMPLEXITY OF THE EMBEDDED APPLICATION THE BE KEPT UNDER
CONTROL. THEORIES, CONCEPTS AND METHODS ARE PROVIDED TO MOTIVATE
RESEARCHERS IN THIS EXCITING AND TIMELY INTERDISCIPLINARY AREA.
APPLICATIONS SUCH AS PORTING A NEURAL NETWORK FROM A HIGH-PRECISION
PLATFORM TO A DIGITAL EMBEDDED SYSTEM AND EVALUAT ING ITS ROBUSTNESS
LEVEL ARE DESCRIBED.EXAMPLES SHOW HOW THE METHODOLOGY INTRODUCED CAN BE
ADOPTED IN THE CASE OF CYBER-PHYSICAL SYSTEMS TO MANAGE THE INTERACTION
BETWEEN EMBEDDED DEVICES AND PHYSICAL WORLD.. RESEARCHERS AND GRADUATE
STUDENTS IN COMPUTER SCIENCE AND VARIOUS ENGINEERING-RELATED DISCIPLINES
WILL FIND THE METHODS AND APPROACHES PROPOUNDED IN INTELLIGENCE FOR
EMBEDDED SYSTEMS OF GREAT INTEREST. THE BOOK WILL ALSO BE AN IMPORTANT
RESOURCE FOR PRACTITIONERS WORKING ON EMBEDDED SYSTEMS AND APPLICATIONS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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| spellingShingle | Alippi, Cesare Intelligence for embedded systems a methodological approach Ingenieurwissenschaften Software engineering Electronics Engineering |
| title | Intelligence for embedded systems a methodological approach |
| title_auth | Intelligence for embedded systems a methodological approach |
| title_exact_search | Intelligence for embedded systems a methodological approach |
| title_full | Intelligence for embedded systems a methodological approach Cesare Alippi |
| title_fullStr | Intelligence for embedded systems a methodological approach Cesare Alippi |
| title_full_unstemmed | Intelligence for embedded systems a methodological approach Cesare Alippi |
| title_short | Intelligence for embedded systems |
| title_sort | intelligence for embedded systems a methodological approach |
| title_sub | a methodological approach |
| topic | Ingenieurwissenschaften Software engineering Electronics Engineering |
| topic_facet | Ingenieurwissenschaften Software engineering Electronics Engineering |
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