Fault-tolerance analysis of a wireless sensor network with distributed classification codes

Po-Ning Chen; Tsang Yi Wang; Yunghsiang S. Han; Pramod K. Varshney; Chien Yao; Shin Lin Shieh

doi:10.1109/ISIT.2006.261836

Fault-tolerance analysis of a wireless sensor network with distributed classification codes

Po-Ning Chen^*, Tsang Yi Wang, Yunghsiang S. Han, Pramod K. Varshney, Chien Yao, Shin Lin Shieh

^*此作品的通信作者

電機工程學系

研究成果: Conference contribution › 同行評審

摘要

In this work, we analyze the performance of a wireless sensor network with distributed classification codes, where independence across sensors, including local observations, local classifications and sensor-fusion link noises, is assumed. In terms of large deviations technique, we establish the necessary and sufficient condition under which the minimum Hamming distance fusion error vanishes as the number of sensors tends to infinity. With the necessary and sufficient condition and the upper performance bounds, the relation between the fault-tolerance capability of a distributed classification code and its pair-wise Hamming distances is characterized.

原文	English
主出版物標題	Proceedings - 2006 IEEE International Symposium on Information Theory, ISIT 2006
頁面	217-221
頁數	5
DOIs	https://doi.org/10.1109/ISIT.2006.261836
出版狀態	Published - 1 12月 2006
事件	2006 IEEE International Symposium on Information Theory, ISIT 2006 - Seattle, WA, 美國持續時間: 9 7月 2006 → 14 7月 2006

出版系列

名字	IEEE International Symposium on Information Theory - Proceedings
ISSN（列印）	2157-8101

Conference

Conference	2006 IEEE International Symposium on Information Theory, ISIT 2006
國家/地區	美國
城市	Seattle, WA
期間	9/07/06 → 14/07/06

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10.1109/ISIT.2006.261836

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Link to publication in Scopus

引用此

Chen, P.-N., Wang, T. Y., Han, Y. S., Varshney, P. K., Yao, C., & Shieh, S. L. (2006). Fault-tolerance analysis of a wireless sensor network with distributed classification codes. 於 Proceedings - 2006 IEEE International Symposium on Information Theory, ISIT 2006 (頁 217-221). 文章 4035953 (IEEE International Symposium on Information Theory - Proceedings). https://doi.org/10.1109/ISIT.2006.261836

@inproceedings{16784c9e813e4f2e9dba0329781252aa,

title = "Fault-tolerance analysis of a wireless sensor network with distributed classification codes",

abstract = "In this work, we analyze the performance of a wireless sensor network with distributed classification codes, where independence across sensors, including local observations, local classifications and sensor-fusion link noises, is assumed. In terms of large deviations technique, we establish the necessary and sufficient condition under which the minimum Hamming distance fusion error vanishes as the number of sensors tends to infinity. With the necessary and sufficient condition and the upper performance bounds, the relation between the fault-tolerance capability of a distributed classification code and its pair-wise Hamming distances is characterized.",

author = "Po-Ning Chen and Wang, {Tsang Yi} and Han, {Yunghsiang S.} and Varshney, {Pramod K.} and Chien Yao and Shieh, {Shin Lin}",

year = "2006",

month = dec,

day = "1",

doi = "10.1109/ISIT.2006.261836",

language = "English",

isbn = "1424405041",

series = "IEEE International Symposium on Information Theory - Proceedings",

pages = "217--221",

booktitle = "Proceedings - 2006 IEEE International Symposium on Information Theory, ISIT 2006",

note = "2006 IEEE International Symposium on Information Theory, ISIT 2006 ; Conference date: 09-07-2006 Through 14-07-2006",

}

Chen, P-N, Wang, TY, Han, YS, Varshney, PK, Yao, C & Shieh, SL 2006, Fault-tolerance analysis of a wireless sensor network with distributed classification codes. 於 Proceedings - 2006 IEEE International Symposium on Information Theory, ISIT 2006., 4035953, IEEE International Symposium on Information Theory - Proceedings, 頁 217-221, 2006 IEEE International Symposium on Information Theory, ISIT 2006, Seattle, WA, 美國, 9/07/06. https://doi.org/10.1109/ISIT.2006.261836

Fault-tolerance analysis of a wireless sensor network with distributed classification codes. / Chen, Po-Ning; Wang, Tsang Yi; Han, Yunghsiang S. 等.
Proceedings - 2006 IEEE International Symposium on Information Theory, ISIT 2006. 2006. p. 217-221 4035953 (IEEE International Symposium on Information Theory - Proceedings).

研究成果: Conference contribution › 同行評審

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AU - Chen, Po-Ning

AU - Wang, Tsang Yi

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AU - Yao, Chien

AU - Shieh, Shin Lin

PY - 2006/12/1

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N2 - In this work, we analyze the performance of a wireless sensor network with distributed classification codes, where independence across sensors, including local observations, local classifications and sensor-fusion link noises, is assumed. In terms of large deviations technique, we establish the necessary and sufficient condition under which the minimum Hamming distance fusion error vanishes as the number of sensors tends to infinity. With the necessary and sufficient condition and the upper performance bounds, the relation between the fault-tolerance capability of a distributed classification code and its pair-wise Hamming distances is characterized.

AB - In this work, we analyze the performance of a wireless sensor network with distributed classification codes, where independence across sensors, including local observations, local classifications and sensor-fusion link noises, is assumed. In terms of large deviations technique, we establish the necessary and sufficient condition under which the minimum Hamming distance fusion error vanishes as the number of sensors tends to infinity. With the necessary and sufficient condition and the upper performance bounds, the relation between the fault-tolerance capability of a distributed classification code and its pair-wise Hamming distances is characterized.

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DO - 10.1109/ISIT.2006.261836

M3 - Conference contribution

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SN - 9781424405046

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BT - Proceedings - 2006 IEEE International Symposium on Information Theory, ISIT 2006

T2 - 2006 IEEE International Symposium on Information Theory, ISIT 2006

Y2 - 9 July 2006 through 14 July 2006

ER -

Fault-tolerance analysis of a wireless sensor network with distributed classification codes

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