In-Network Data Processing Architecture for Energy Efficient Wireless Sensor Networks

被引：0

作者：

He, Weiwei ^{[1
]}

Yang, Shuang-Hua ^{[1
]}

Yang, Lili ^{[2
]}

Li, Ping ^{[3
]}

机构：

[1] Univ Loughborough, Dept Comp Sci, Loughborough LE11 3TU, Leics, England

[2] Univ Loughborough, Sch Business & Econ, Loughborough LE11 3TU, Leics, England

[3] Liaoning Shihua Univ, Sch Informat & Control Engn, Fushun, Peoples R China

来源：

2015 IEEE 2ND WORLD FORUM ON INTERNET OF THINGS (WF-IOT) | 2015年

关键词：

In-network data processing; Wireless Sensor Network; Data compression; Event detection;

D O I：

暂无

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

In traditional WSNs, the sensor nodes are used only for capturing data, which is analyzed in a centralized base station. This requires a continuous communication but wastes the energy of sensor nodes and results in a reduction of the overall network lifetime. In this paper, we proposed an in-network data processing architecture to improve the energy efficiency and the scalability and the accuracy of sensor networks. We also adapted a data mining algorithm to process data for matching a specific event. The simulations show a reduction in energy consumption and an improvement in data accuracy.

引用

页码：299 / 304

页数：6

共 50 条

[21] In-network Training and Distributed Event Detection in Wireless Sensor Networks
Wittenburg, Georg
Dziengel, Norman
Schiller, Jochen
SENSYS'08: PROCEEDINGS OF THE 6TH ACM CONFERENCE ON EMBEDDED NETWORKED SENSOR SYSTEMS, 2008, : 387 - 388
[22] HIPaG: An energy-efficient in-network join for distributed condition tables in sensor networks
Jeon, Joo Hyuk
Lee, Ki Yong
Yoo, Jae Soo
Kim, Myoung Ho
JOURNAL OF SYSTEMS AND SOFTWARE, 2009, 82 (07) : 1073 - 1086
[23] Power Efficient Data Query Processing Protocol for Wireless Sensor Networks
Cui Yanrong
Cao Jiaheng
2007 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-15, 2007, : 2372 - 2375
[24] Error-Control Truncated SVD Technique for In-Network Data Compression in Wireless Sensor Networks
Alam, Md Khorshed
Abd Aziz, Azrina
Abd Latif, Suhaimi
Abd Aziz, Azniza
IEEE ACCESS, 2021, 9 : 13829 - 13844
[25] Energy efficient multi-sink positioning and architecture for Wireless Sensor Networks
Baumgartner, Karl
Robert, Stephan
PROCEEDINGS OF THE FIFTH IASTED INTERNATIONAL CONFERENCE ON COMMUNICATIONS, INTERNET, AND INFORMATION TECHNOLOGY, 2006, : 289 - +
[26] A Review on Energy Efficient Strategies for Corona Based Architecture in Wireless Sensor Networks
Agrawala, Aaniya
Katyal, Vidhi
Pandey, Neha
Jain, Astha
Jha, Vivekanand
2022 IEEE WORLD AI IOT CONGRESS (AIIOT), 2022, : 400 - 406
[27] An Energy Efficient Clustering Scheme for Data Aggregation in Wireless Sensor Networks
Meng, Jin-Tao
Yuan, Jian-Rui
Feng, Sheng-Zhong
Wei, Yan-Jie
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2013, 28 (03) : 564 - 573
[28] Wireless Sensor Network (WSN) Model Targeting Energy Efficient Wireless Sensor Networks Node Coverage
Jia, Runliang
Zhang, Haiyu
IEEE ACCESS, 2024, 12 : 27596 - 27610
[29] Energy-efficient adaptive data compression in wireless sensor networks
Kolo, Jonathan Gana
Ang, Li-Minn
Seng, Kah Phooi
Shanmugam, S. Anandan
Lim, David Wee Gin
INTERNATIONAL JOURNAL OF SENSOR NETWORKS, 2016, 22 (04) : 229 - 247
[30] An Energy Efficient Clustering Scheme for Data Aggregation in Wireless Sensor Networks
Jin-Tao Meng
Jian-Rui Yuan
Sheng-Zhong Feng
Yan-Jie Wei
Journal of Computer Science and Technology, 2013, 28 : 564 - 573

← 1 2 3 4 5 →