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
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