书目名称 | Intelligence for Embedded Systems |
副标题 | A Methodological App |
编辑 | Cesare Alippi |
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概述 | A comprehensive, interdisciplinary treatment of intelligent systems, teaching the reader everything from metrology to cognition.Shows students and engineers how to understand basic mechanisms and desi |
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描述 | .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 applicatio |
出版日期 | Book 2014 |
关键词 | Advanced Computing Devices; Cognitive Systems; Computational Intelligence; Embedded Systems; Intelligent |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-319-05278-6 |
isbn_softcover | 978-3-319-38232-6 |
isbn_ebook | 978-3-319-05278-6 |
copyright | Springer International Publishing Switzerland 2014 |