Transmission Times Reconstruction in a Telecontrolled Real-Time System

被引:3
作者
Valdez Martinez, Jorge Salvador [1 ]
Delgado Reyes, Gustavo [2 ]
Guevara Lopez, Pedro [2 ]
Cano Rosas, Jose Luis [2 ]
机构
[1] Univ Tecnol Emiliano Zapata Estado Morelos, Emiliano Zapata, Morelos, Mexico
[2] Inst Politecn Nacl, Mexico City, DF, Mexico
关键词
Hidden Markov models; Kalman filters; Internet; IEEE transactions; Real-time systems; Irrigation; Integrated circuit modeling; Kalman filter; Real-time system; Reconstruction; Transmission time; Telecontrol;
D O I
10.1109/TLA.2019.8863304
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The objective of this paper is to present the reconstruction of the transmission times existing in the real-time systems telecontrol process, based on digital filtering methods, specifically the Kalman filter, applied to a set of measured values obtained through the use of a workbench designed for remote systems telecontrol. For a successful of reconstruction of the measured times, it was important to ensure the level of dependence of the random variables by characterizing the transmission times. As a final result, a successful reconstruction was obtained, which was validated using some descriptive measures such as the first and second moment of probability, as well as the quadratic error to verify this affirmation. This allowed us to conclude that the reconstruction technique is acceptable to characterize the dynamics of this temporal constraint.
引用
收藏
页码:349 / 357
页数:9
相关论文
共 26 条
  • [1] Alzate M., 2003, REV INGENIERIA, V9, P63
  • [2] Satellite data collection & forwarding systems
    Antonini, M
    De Luise, A
    Ruggieri, M
    Teotino, D
    [J]. IEEE AEROSPACE AND ELECTRONIC SYSTEMS MAGAZINE, 2005, 20 (09) : 25 - 29
  • [3] Bernat G., 2003, YCS2003353, P1
  • [4] Casilari E, 1998, THESIS U MALAGA MALA, P1
  • [5] On the MAC/Network/Energy Performance Evaluation of Wireless Sensor Networks: Contrasting MPH, AODV, DSR and ZTR Routing Protocols
    Del-Valle-Soto, Carolina
    Mex-Perera, Carlos
    Orozco-Lugo, Aldo
    Lara, Mauricio
    Galvan-Tejada, Giselle M.
    Olmedo, Oscar
    [J]. SENSORS, 2014, 14 (12): : 22811 - 22847
  • [6] Delgado G., 2014, 11 C INT INN DES TEC
  • [7] Fuentes J. L., 2000, THESIS, P1
  • [8] Infante JCG, 2008, COMPUT SIST, V11, P390
  • [9] Guevara P., 2003, PHYTON-INT J EXP BOT, P12
  • [10] Gustafsson F., 2000, ADAPTIVE FILTERING C, P150