Adaptive Proportional-Integral Clock Synchronization in Wireless Sensor Networks

被引:49
|
作者
Yildirim, Kasim Sinan [1 ,2 ]
Carli, Ruggero [3 ]
Schenato, Luca [3 ]
机构
[1] Ege Univ, Dept Comp Engn, TR-35100 Izmir, Turkey
[2] Delft Univ Technol, Embedded Software Grp, NL-2628 CD Delft, Netherlands
[3] Univ Padua, Dept Informat Engn, I-35131 Padua, Italy
关键词
Adaptive gain tuning; blind communication; proportional-integral (PI) feedback; time synchronization; TIME SYNCHRONIZATION; OFFSET; SKEW;
D O I
10.1109/TCST.2017.2692720
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we present a novel control-theoretic time synchronization algorithm, named PISync for synchronizing sensor nodes in wireless sensor networks (WSNs). The PISync algorithm is based on an adaptive proportional-integral controller. It applies a proportional feedback (P) and an integral feedback (I) on the local measured synchronization errors to compensate the differences between the clock offsets and the clock speeds. We present practical flooding-based and fully distributed protocol implementations of the PISync algorithm, and we provide theoretical analysis to highlight the benefits of this approach in terms of improved steady-state error and scalability as compared with existing synchronization algorithms. We show through theoretical analysis, real-world experiments, and simulations that PISync protocols have better or comparable performance over existing protocols in the WSN literature in terms of rate of convergence and steady-state error with the additional advantages of requiring minimal CPU overhead, memory allocation, and code footprint independent of network size and topology, and of employing blind communication.
引用
收藏
页码:610 / 623
页数:14
相关论文
共 50 条
  • [21] A fast clock synchronization algorithm for wireless sensor networks
    Xie, Kan
    Cai, Qianqian
    Fu, Minyue
    AUTOMATICA, 2018, 92 : 133 - 142
  • [22] Efficient clock synchronization for clustered wireless sensor networks
    Benzaid, Chafika
    Bagaa, Miloud
    Younis, Mohamed
    AD HOC NETWORKS, 2017, 56 : 13 - 27
  • [23] A ROBUST CLOCK SYNCHRONIZATION ALGORITHM FOR WIRELESS SENSOR NETWORKS
    Kim, Jang-Sub
    Lee, Jaehan
    Serpedin, Erchin
    Qaraqe, Khalid
    2011 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2011, : 3512 - 3515
  • [24] Secure and resilient clock synchronization in wireless sensor networks
    Sun, K
    Ning, P
    Wang, C
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2006, 24 (02) : 395 - 408
  • [25] JOINT LOCALIZATION AND CLOCK SYNCHRONIZATION FOR WIRELESS SENSOR NETWORKS
    Chepuri, Sundeep Prabhakar
    Leus, Geert
    van der Veen, Alle-Jan
    2012 CONFERENCE RECORD OF THE FORTY SIXTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS (ASILOMAR), 2012, : 1432 - 1436
  • [26] An Efficient Clock Synchronization Protocol for Wireless Sensor Networks
    Benzaid, Chafika
    Bagaa, Miloud
    Younis, Mohamed
    2014 INTERNATIONAL WIRELESS COMMUNICATIONS AND MOBILE COMPUTING CONFERENCE (IWCMC), 2014, : 718 - 723
  • [27] Analysis of a clock synchronization protocol for wireless sensor networks
    Heidarian, Faranak
    Schmaltz, Julien
    Vaandrager, Frits
    THEORETICAL COMPUTER SCIENCE, 2012, 413 (01) : 87 - 105
  • [28] Analysis of a Clock Synchronization Protocol for Wireless Sensor Networks
    Heidarian, Faranak
    Schmaltz, Julien
    Vaandrager, Frits
    FM 2009: FORMAL METHODS, PROCEEDINGS, 2009, 5850 : 516 - 531
  • [29] Chaining Clock Synchronization: an Energy-Efficient Clock Synchronization Scheme for Wireless Sensor Networks
    Lee, Sang Hoon
    Choi, Lynn
    2009 10TH INTERNATIONAL SYMPOSIUM ON PERVASIVE SYSTEMS, ALGORITHMS, AND NETWORKS (ISPAN 2009), 2009, : 172 - 177
  • [30] RMTS: A robust clock synchronization scheme for wireless sensor networks
    Zhang, Xuxin
    Chen, Honglong
    Lin, Kai
    Wang, Zhibo
    Yu, Jiguo
    Shi, Leyi
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2019, 135 : 1 - 10