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Titlebook: Intelligence for Embedded Systems; A Methodological App Cesare Alippi Book 2014 Springer International Publishing Switzerland 2014 Advanced

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書(shū)目名稱Intelligence for Embedded Systems
副標(biāo)題A Methodological App
編輯Cesare Alippi
視頻videohttp://file.papertrans.cn/470/469314/469314.mp4
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
圖書(shū)封面Titlebook: Intelligence for Embedded Systems; A Methodological App Cesare Alippi Book 2014 Springer International Publishing Switzerland 2014 Advanced
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
關(guān)鍵詞Advanced Computing Devices; Cognitive Systems; Computational Intelligence; Embedded Systems; Intelligent
版次1
doihttps://doi.org/10.1007/978-3-319-05278-6
isbn_softcover978-3-319-38232-6
isbn_ebook978-3-319-05278-6
copyrightSpringer International Publishing Switzerland 2014
The information of publication is updating

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Introduction, sensor/actuator networks (e.g., those associated with services running on mobiles and wireless sensor networks) has made possible the design and implementation of several sophisticated applications where large amounts of real-time data are collected to constitute a . picture as time passes. Acquire
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Uncertainty, Information, and Learning Mechanisms,ithin a computational flow. We found uncertainty associated with data representation of input variables (e.g., introduced by the truncation and rounding operators) and that propagated along the computational flow. Moreover, we have uncertainty associated with models learned from data and, finally, t
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Robustness Analysis,ecting the structural parameters or not. Current robustness analyses mostly assume the small perturbation hypothesis to make the mathematics amenable and derive the relationship between perturbations affecting the computational flow/variables and the induced loss in performance in a closed form. How
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Intelligent Mechanisms in Embedded Systems,traction level we encounter those forms of intelligence that, through adaptation, affect the voltage/clock frequency of the system to reduce the power consumption as well as those aiming to maximize the harvested energy in photovoltaic cells. Adaptive sensing, clock synchronization, and intelligent
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