An analytical study of central and in-network data processing for wireless sensor networks

被引:2
作者
Gaber, Mohamed Medhat [1 ]
Roehm, Uwe [2 ]
Herink, Karel [2 ]
机构
[1] Monash Univ, Melbourne, Vic 3145, Australia
[2] Univ Sydney, Sydney, NSW 2006, Australia
关键词
Wireless sensor network; Performance evaluation;
D O I
10.1016/j.ipl.2009.10.008
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper compares the performance of centralized and in-network data processing for wireless sensor networks (WSNs) under various deployment conditions on the real sensor hardware Sun SPOT from Sun Microsystems. We define several criteria to measure the quality of responses in WSN applications. Guided by an extensive experimental study, we discuss in detail the performance impacts of different deployment factors on algorithms that implement both centralized and in-network computing. Finally, performance guidelines are given to algorithm designers for WSN applications. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:62 / 70
页数:9
相关论文
共 50 条
  • [21] A Study of Data Forwarding in Wireless Sensor Networks
    Jiang, Wei
    2017 IEEE 3RD INFORMATION TECHNOLOGY AND MECHATRONICS ENGINEERING CONFERENCE (ITOEC), 2017, : 576 - 584
  • [22] Information Processing and Data Management Technology in Wireless Sensor Networks
    Liu, Yong
    Liang, Baohua
    Jiang, Jiabao
    INTERNATIONAL JOURNAL OF ONLINE ENGINEERING, 2018, 14 (09) : 66 - 81
  • [23] Study of Timing Properties on Data Collection and Query Processing Techniques in Wireless Sensor Networks
    Belfkih, Abderrahmen
    Sadeg, Bruno
    Duvallet, Claude
    Amanton, Laurent
    SENSORNETS: PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON SENSOR NETWORKS, 2015, : 77 - 84
  • [24] An In-network Forwarding Index for Processing Historical Location Query in Object-Tracking Sensor Networks
    Chen, Chao-Chun
    Lo, Chung-Bin
    UBIQUITOUS COMPUTING AND MULTIMEDIA APPLICATIONS, PT I, 2011, 150 : 233 - +
  • [25] An Analytical Study of LEACH Routing Protocol for Wireless Sensor Network
    Jambli, Mohd Nazim
    Bandan, Mohd Imran
    Pillay, Kosheila Sundram
    Suhaili, Sinarwati Mohamad
    2018 IEEE CONFERENCE ON WIRELESS SENSORS (ICWISE), 2018, : 44 - 49
  • [26] An In-Network Reduction Algorithm for Real-time Wireless Sensor Network Applications
    Aquino, Andre L. L.
    Loureiro, Antonio A. F.
    Fernandes, Antonio O.
    Mini, Raquel A. F.
    WMUNEP'08 : PROCEEDINGS OF THE FOURTH ACM INTERNATIONAL WORKSHOP ON WIRELESS MULTIMEDIA NETWORKING AND PERFORMANCE MODELING, 2008, : 18 - 25
  • [27] In-network Distributed Event Boundary Computation in Wireless Sensor Networks: Challenges, State of the art and Future Directions
    Jabeen, Farhana
    Nawaz, Sarfraz
    KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2013, 7 (11): : 2804 - 2823
  • [28] Differential data processing technique to improve the performance of wireless sensor networks
    Lim, Kwang Kyu
    Park, JiSu
    Shon, Jin Gon
    JOURNAL OF SUPERCOMPUTING, 2019, 75 (08) : 4489 - 4504
  • [29] Differential data processing technique to improve the performance of wireless sensor networks
    Kwang Kyu Lim
    JiSu Park
    Jin Gon Shon
    The Journal of Supercomputing, 2019, 75 : 4489 - 4504
  • [30] 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