Dynamic compensation of Nonlinear sensors by a learning-from-examples approach

doi:10.1109/TIM.2008.922074

	Dynamic compensation of Nonlinear sensors by a learning-from-examples approach
	Marconato, Anna 1; Hu, Mingqing 2; Boni, Andrea 1; Petri, Dario 1
	2008-08-01
发表期刊	IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
ISSN	0018-9456
卷号	57 期号:8 页码:1689-1694
摘要	In this paper, we address the problem of nonlinear sensor dynamic compensation that will be performed on board wireless sensor network nodes. To this aim, we design suitable reduced-complexity learning-from-example algorithms and implement them on resource-constrained devices, namely, 8-bit microcontrollers. The proposed approach is validated with simulations on different examples of nonlinear sensor models.
关键词	dynamic compensation low power microcontroller implementation reduced-set methods support vector machines for regression (SVRs) wireless sensor networks (WSNs)
DOI	10.1109/TIM.2008.922074
收录类别	SCI
语种	英语
WOS研究方向	Engineering ; Instruments & Instrumentation
WOS类目	Engineering, Electrical & Electronic ; Instruments & Instrumentation
WOS记录号	WOS:000258183500025
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计	被引频次：16[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/11098
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Marconato, Anna
作者单位	1.Univ Trent, Dept Informat & Commun Technol, I-38100 Trento, Italy 2.Chinese Acad Sci, Inst Comp Technol, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Marconato, Anna,Hu, Mingqing,Boni, Andrea,et al. Dynamic compensation of Nonlinear sensors by a learning-from-examples approach[J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT,2008,57(8):1689-1694.
APA	Marconato, Anna,Hu, Mingqing,Boni, Andrea,&Petri, Dario.(2008).Dynamic compensation of Nonlinear sensors by a learning-from-examples approach.IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT,57(8),1689-1694.
MLA	Marconato, Anna,et al."Dynamic compensation of Nonlinear sensors by a learning-from-examples approach".IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 57.8(2008):1689-1694.