Time Synchronization in Wireless Sensor Networks based on Newton’s Adaptive Algorithm

机译：基于牛顿自适应算法的无线传感器网络中的时间同步

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This paper proposes a novel time synchronization protocol inspired by the adaptive Newton search algorithm. The clock model of nodes are modeled as an adaptive filter and a pairwise steady state and convergence analyses are presented. A protocol is derived from the derived algorithm and compared experimentally to the Gradient Descent Synchronization(GraDeS) protocol and the Average Proportional Integral Synchronization (AvgPISync) protocol. Experimental results showed similar error performance as AvgPISync but far outperformed both protocols in terms of convergence time. The protocol is lightweight, robust and simple to implement.

机译：本文提出了一种由Adaptive Newton搜索算法启发的新型时间同步协议。节点的时钟模型被建模为自适应滤波器，并提出了成对稳态和收敛分析。协议从派生算法导出，并通过实验比较至梯度下降同步（等级）协议和平均比例积分同步（AVGPISync）协议。实验结果显示出与AvgPisync相似的误差性能，但在收敛时间方面非常超越这两个协议。该协议是重量轻，强大而且易于实现的。

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《Asilomar Conference on Signals, Systems, and Computers》|2018年|xxxii 746 p. :|共5页
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Ramadan Abdul-Rashid; Azzedine Zerguine;
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中图分类总体结构、系统结构;
关键词
Clocks; Synchronization; Wireless sensor networks; Protocols; Convergence; Logic gates; Adaptation models;

机译：时钟;同步;无线传感器网络;协议;融合;逻辑门;适应模型;

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专利

1. Adaptive time window linear regression algorithm for accurate time synchronization in wireless sensor networks [J] . Juan J. Perez-Solano, Santiago Felici-Castell Ad hoc networks . 2015,第ptaa期

机译：自适应时间窗线性回归算法，用于无线传感器网络中的精确时间同步
2. Gradient Descent Algorithm Inspired Adaptive Time Synchronization in Wireless Sensor Networks [J] . Kasım Sinan Yıldırım IEEE sensors journal . 2016,第13期

机译：无线传感器网络中的梯度下降算法启发了自适应时间同步
3. Mobile beacon-based adaptive time synchronization for wireless sensor networks [J] . He Jingsha, Xuan Xinggang, Zhu Nafei, Eurasip Journal on Wireless Communications and Networking . 2018,第期

机译：无线传感器网络的基于移动信标的自适应时间同步
4. Time Synchronization in Wireless Sensor Networks based on Newton’s Adaptive Algorithm [C] . Ramadan Abdul-Rashid, Azzedine Zerguine 2018 52nd Asilomar Conference on Signals, Systems, and Computers . 2018

机译：基于牛顿自适应算法的无线传感器网络中的时间同步
5. Relative clock drift rate based secure time synchronization for wireless sensor networks. [D] . Choi, Jae Sung. 2006

机译：无线传感器网络基于相对时钟漂移速率的安全时间同步。
6. Pair Nodes Clock Synchronization Algorithm Based on Kalman Filter for Underwater Wireless Sensor Networks [O] . Xiaomeng Ni, Ting Lu, Sijia Ye, 2021

机译：基于Kalman滤波器的水下无线传感器网络的对节点时钟同步算法
7. Gradient Descent Algorithm Inspired Adaptive Time Synchronization in Wireless Sensor Networks [O] . Yildirim, Kasim Sinan 2015

机译：梯度下降算法启发自适应时间同步无线传感器网络
8. Hybrid Time Synchronization Algorithm Based on Broadcast Sequencing for Wireless Sensor Networks. [R] . Park, S. C. 2014

机译：基于广播排序的无线传感器网络混合时间同步算法。

Time Synchronization in Wireless Sensor Networks based on Newton’s Adaptive Algorithm

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