On the use data reduction algorithms for real-time wireless sensor networks

被引：0
|
作者：
de Aquino, Andre L. L. [1 ]
Figueiredo, Carlos M. S. [1 ]
Nakamura, Eduardo F. [1 ]
Loureiro, Antonio A. F. [1 ]
Fernandes, Antnio Otavio [1 ]
Coelho, Claudionor J. N., Jr. [1 ]
机构：
[1] Univ Fed Minas Gerais, Dept Comp Sci, Belo Horizonte, MG, Brazil
来源：
2007 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS, VOLS 1-3 | 2007年
关键词：
D O I：
暂无
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
This work presents the design of real-time applications for wireless sensor networks (WSNs) by using an algorithm based on data stream to process the sensor data. The proposed algorithm is based on sampling techniques applied to data histograms created from original data streams acquired by sensor nodes. As a result, the algorithm provides a sample of log n items to represent the original data stream of n, elements. In this work, we show how to use the data reduction algorithm in real-time WSN design.
引用
收藏
页码：382 / 387
页数：6
相关论文
共 50 条
  • [1] Data Centric Sensor Stream Reduction for Real-Time Applications in Wireless Sensor Networks
    Lins Aquino, Andre Luiz
    Nakamura, Eduardo Freire
    SENSORS, 2009, 9 (12) : 9666 - 9688
  • [2] An Opportunistic Routing for Real-time Data in Wireless Sensor Networks
    Oh, Seungmin
    Yim, Yongbin
    Lee, Jeongcheol
    Park, Hosung
    Kim, Sang-Ha
    2013 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2013, : 1157 - 1162
  • [3] Real-time data management on wireless sensor networks: A survey
    Diallo, Ousmane
    Rodrigues, Joel J. P. C.
    Sene, Mbaye
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2012, 35 (03) : 1013 - 1021
  • [4] RELIABLE AND REAL-TIME DATA DISSEMINATION IN WIRELESS SENSOR NETWORKS
    Kim, Ki-Il
    Park, SangJoon
    Park, Hyeon
    Ham, Young Hwan
    2008 IEEE MILITARY COMMUNICATIONS CONFERENCE: MILCOM 2008, VOLS 1-7, 2008, : 4059 - +
  • [5] Real-Time Packet Scheduling for Real-Time Wireless Sensor Networks
    Chennakesavula, Pradeep
    Ebenezer, Jemimah
    Murty, S. A. V. Satya
    Jayakumar, T.
    PROCEEDINGS OF THE 2013 3RD IEEE INTERNATIONAL ADVANCE COMPUTING CONFERENCE (IACC), 2013, : 273 - 276
  • [6] A Novel Approach for Real-Time Data Management in Wireless Sensor Networks
    Sarkar, Joy Lal
    Panigrahi, Chhabi Rani
    Pati, Bibudhendu
    Das, Himansu
    PROCEEDINGS OF 3RD INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING, NETWORKING AND INFORMATICS, ICACNI 2015, VOL 2, 2016, 44 : 599 - 607
  • [7] Critical data real-time routing in industrial wireless sensor networks
    Kumar, Manish
    Tripathi, Rajeev
    Tiwari, Sudarshan
    IET WIRELESS SENSOR SYSTEMS, 2016, 6 (04) : 144 - 150
  • [8] Energy minimization for real-time data gathering in wireless sensor networks
    Yu, Yang
    Prasanna, Viktor K.
    Krishnamachari, Bhaskar
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2006, 5 (11) : 3087 - 3096
  • [9] Security Solution for Real-Time Data Access in Wireless Sensor Networks
    Luo, Hanguang
    Wen, Guangjun
    Su, Jian
    CLOUD COMPUTING AND SECURITY, PT VI, 2018, 11068 : 37 - 48
  • [10] Distributed Scheduling for Real-Time Data Collection in Wireless Sensor Networks
    Xu, Xiaohua
    Li, Xiang-Yang
    Song, Min
    2013 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2013, : 426 - 431
12345