Sensor data processing using genetic algorithms

被引:0
|
作者
Hauser, JW [1 ]
Purdy, CN [1 ]
机构
[1] Univ Cincinnati, ECECS, Cincinnati, OH 45221 USA
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
An off-the-shelf package is commonly used to generate an approximating polynomial from partial sensor data. The floating-point coefficients are rounded to the target architecture's size. Rounding errors can actually be due to this solution space translation. A genetic algorithm can be used to find the optimal coefficient set in the restricted target space.
引用
收藏
页码:1112 / 1115
页数:4
相关论文
共 50 条
  • [41] Near optimal sensor selection in the Columbia River (CORIE) observation network for data assimilation using genetic algorithms
    Dang, Thanh
    Frolov, Sergey
    Bulusu, Nirupama
    Feng, Wu-Chi
    Baptista, Antonio
    DISTRIBUTED COMPUTING IN SENSOR SYSTEMS, PROCEEDINGS, 2007, 4549 : 253 - +
  • [42] Optimization of acousto-ultrasonic sensor networks using genetic algorithms based on experimental and numerical data sets
    Marks, Ryan
    Clarke, Alastair
    Featherston, Carol A.
    Pullin, Rhys
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2017, 13 (11):
  • [43] Data gathering algorithms in sensor networks using energy metrics
    Lindsey, S
    Raghavendra, C
    Sivalingam, KM
    IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2002, 13 (09) : 924 - 935
  • [44] Processing model of multi-scale geospatial data based on genetic algorithms
    Deng, Hongyan
    Wu, Fang
    Zhao, Qian
    Dong, Dongmei
    GEOINFORMATICS 2007: GEOSPATIAL INFORMATION TECHNOLOGY AND APPLICATIONS, PTS 1 AND 2, 2007, 6754
  • [45] Automatic feature extraction and stereo image processing with genetic algorithms for LiDAR data
    Yu, TT
    Yang, M
    Chen, CS
    Computer Graphics, Imaging and Vision: New Trends, 2005, : 307 - 309
  • [46] Integrated Sensor Placement and Leak Localization Using Geospatial Genetic Algorithms
    Boatwright, Shaun
    Mounce, Stephen
    Romano, Michele
    Boxall, Joby
    JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT, 2023, 149 (09)
  • [47] Optimization of a sun-sensor illumination pattern using genetic algorithms
    Godard
    Enright, John
    2006 CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, VOLS 1-5, 2006, : 1809 - +
  • [48] Soft Sensor design for a Sulfur Recovery Unit using Genetic Algorithms
    Di Bella, A.
    Fortuna, L.
    Graziani, S.
    Napoli, G.
    Xibilia, M. G.
    2007 IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING, CONFERENCE PROCEEDINGS BOOK, 2007, : 593 - +
  • [49] Improving Reputation Systems for Wireless Sensor Networks using Genetic Algorithms
    Bankovic, Zorana
    Fraga, David
    Carlos Vallejo, Juan
    Manuel Moya, Jose
    GECCO-2011: PROCEEDINGS OF THE 13TH ANNUAL GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 2011, : 1643 - 1650
  • [50] Adaptive design optimization of wireless sensor networks using genetic algorithms
    Ferentinos, Konstantinos P.
    Tsiligiridis, Theodore A.
    COMPUTER NETWORKS, 2007, 51 (04) : 1031 - 1051