東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Node clustering by data mining for w...

State University of New York at Binghamton., Computer Science.

Linked to FindBook

Google Book

Amazon

博客來

Node clustering by data mining for wireless sensor networks.

Record Type:	Electronic resources : Monograph/item
Title/Author:	Node clustering by data mining for wireless sensor networks./
Author:	Huang, Chao.
Description:	83 p.
Notes:	Adviser: Lei Yu.
Contained By:	Masters Abstracts International47-03.
Subject:	Computer Science. -
Online resource:	http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=1460668
ISBN:	9780549940388

Node clustering by data mining for wireless sensor networks.
Huang, Chao.

Node clustering by data mining for wireless sensor networks. - 83 p.

Adviser: Lei Yu.

Thesis (M.S.)--State University of New York at Binghamton, 2008.

Wireless sensor networks provide opportunity to gather large volume of data for applications spanning from scientific, industrial, to military fields. The most challenging issue in the development of wireless sensor network applications is energy constraint. Recent works of node clustering in wireless sensor networks often rely on energy-centric protocols focusing on energy efficiency in order to prolong network lifetime. However, they have ignored data quality, another important factor in protocol design. Ignoring data quality limits exiting protocols to simple statistical type of applications, such as finding the MIN, MAX, or AVG of the sensor readings. They are not applicable to applications where the goal is to collect data for off-line analysis.

ISBN: 9780549940388Subjects--Topical Terms:

626642
Computer Science.

Node clustering by data mining for wireless sensor networks.
LDR:02317nmm 2200301 a 45 001 891227
005 20101111
008 101111s2008 ||||||||||||||||| ||eng d
020 $a 9780549940388
035 $a (UMI)AAI1460668
035 $a AAI1460668
040 $a UMI $c UMI
100 1 $a Huang, Chao. $3 1065220
245 1 0 $a Node clustering by data mining for wireless sensor networks.
300 $a 83 p.
500 $a Adviser: Lei Yu.
500 $a Source: Masters Abstracts International, Volume: 47-03, page: 1698.
502 $a Thesis (M.S.)--State University of New York at Binghamton, 2008.
520 $a Wireless sensor networks provide opportunity to gather large volume of data for applications spanning from scientific, industrial, to military fields. The most challenging issue in the development of wireless sensor network applications is energy constraint. Recent works of node clustering in wireless sensor networks often rely on energy-centric protocols focusing on energy efficiency in order to prolong network lifetime. However, they have ignored data quality, another important factor in protocol design. Ignoring data quality limits exiting protocols to simple statistical type of applications, such as finding the MIN, MAX, or AVG of the sensor readings. They are not applicable to applications where the goal is to collect data for off-line analysis.
520 $a The problem we are trying to solve is to design energy-efficient and high data quality node clustering protocols that utilize both system data and application-specific sensor data, and are applicable to a wide range of wireless sensor network applications. In this work, we develop data-centric node clustering protocols by techniques of data mining. The analysis and comparison of both energy-centric and data-centric node clustering protocols on real-world datasets show that by incorporating application-specific sensor data into node clustering is effective in both prolonging network lifetime and assuring data quality.
590 $a School code: 0792.
650 4 $a Computer Science. $3 626642
690 $a 0984
710 2 $a State University of New York at Binghamton. $b Computer Science. $3 1058053
773 0 $t Masters Abstracts International $g 47-03.
790 $a 0792
790 1 0 $a Kang, Kyoung-Don $e committee member
790 1 0 $a Meng, Weiyi $e committee member
790 1 0 $a Yu, Lei, $e advisor
791 $a M.S.
792 $a 2008
856 4 0 $u http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=1460668