中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
首页 机构 成果 学者
  
  1. CAS IR Grid
  2. 计算技术研究所
  3. 中国科学院计算技术研究所
  4. 中国科学院计算技术研究所期刊论文
  5. 英文
Dynamic compensation of Nonlinear sensors by a learning-from-examples approach

文献类型：期刊论文

作者Marconato, Anna1; Hu, Mingqing2; Boni, Andrea1; Petri, Dario1
刊名IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
出版日期2008-08-01
卷号57期号:8页码:1689-1694
关键词dynamic compensation low power microcontroller implementation reduced-set methods support vector machines for regression (SVRs) wireless sensor networks (WSNs)
ISSN号0018-9456
DOI10.1109/TIM.2008.922074
英文摘要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.
WOS研究方向Engineering ; Instruments & Instrumentation
语种英语
WOS记录号WOS:000258183500025
出版者IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
源URL[http://119.78.100.204/handle/2XEOYT63/11097]  
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.

入库方式： OAI收割

来源：计算技术研究所

浏览0
下载0
收藏0
其他版本

除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。