Using Algorithms on Smart Transducer: An IEEE Standard Perspective

被引：14

作者：

Liu, Zheng ^{[1
]}

Banakhr, Fahd ^{[2
]}

Monte, Gustavo ^{[3
]}

Huang, Victor ^{[4
]}

机构：

[1] Toyota Technol Inst, Intelligent Informat Proc Lab, Nagoya, Aichi 4688511, Japan

[2] Univ Loughborough, Leicester LE11 3TU, Leics, England

[3] Univ Tecnol Nacl, RA-1014 Buenos Aires, DF, Argentina

[4] Better World Advertising, San Francisco, CA 94108 USA

来源：

IEEE SENSORS JOURNAL | 2015年 / 15卷 / 05期

关键词：

Smart transducer; algorithm; feature extraction; sensor knowledge fusion; INTERNET;

D O I：

10.1109/JSEN.2014.2360987

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This paper describes the role of algorithm development in the IEEE standard 21451.001. The purpose is to promote and enhance the computational capabilities of smart transducers and facilitate the flow from sensor raw data processing to sensor knowledge fusion. A case study on real-time segmentation and labeling is conducted to demonstrate the feasibility of the first layer algorithm. The key role of the IEEE 21451.001 standard is to standardize the data structure for user-defined application code and pattern learning algorithms and regulate the protocols for data sharing and exchange. The considerations for the standard development are illustrated and discussed. The foreseeable impact of the standard for algorithms is highlighted as well.

引用

页码：2523 / 2530

页数：8

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