Heterogeneous sensor networks traffic control algorithm based on CARIMA prediction

机译：基于CARIMA预测的异构传感器网络流量控制算法

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Aiming at the problems that they are slowly responded, working unstably etc. in sensor networks traffic control algorithms, we propose a traffic control algorithm based on CARIMA prediction. According to the traffic distribution, the parameter in CARIMA model are recognized online. The CARIMA predictive control sequences are obtained by objective function. The generation rates of source nodes are updated based on control sequences. Simulation results show that the proposed algorithm can effectively improve network throughput and maintain the intermediate node queue length, which achieves congestion control and improves the network QoS performance.

机译：针对传感器网络流量控制算法中响应速度慢，工作不稳定等问题，提出了一种基于CARIMA预测的流量控制算法。根据流量分布，可以在线识别CARIMA模型中的参数。 CARIMA预测控制序列是通过目标函数获得的。源节点的生成速率基于控制序列进行更新。仿真结果表明，该算法可以有效提高网络吞吐量，并保持中间节点队列长度，达到拥塞控制，提高网络QoS性能。

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《International Conference on Automatic Control and Dynamic Optimization Techniques》|2016年|1687-1691|共5页
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Luo Cheng; Zhang Qinyu; Xie Weixin; Yu Jia;
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Predictive models; Prediction algorithms; Predictive control; Linear programming; Heuristic algorithms; Object recognition; Adaptation models;

机译：预测模型;预测算法;预测控制;线性规划;启发式算法;目标识别;适应模型;

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专利

1. Traffic Congestion Evaluation and Signal Control Optimization Based on Wireless Sensor Networks: Model and Algorithms [J] . Wei Zhang, Guozhen Tan, Nan Ding, Mathematical Problems in Engineering . 2012,第pta12期

机译：基于无线传感器网络的交通拥堵评估和信号控制优化：模型和算法
2. Traffic Congestion Evaluation and Signal Control Optimization Based on Wireless Sensor Networks: Model and Algorithms [J] . WeiZhang, GuozhenTan, NanDing, Mathematical Problems in Engineering: Theory, Methods and Applications . 2012,第6期

机译：基于无线传感器网络的交通拥堵评估和信号控制优化：模型和算法
3. Traffic Congestion Evaluation and Signal Control Optimization Based on Wireless Sensor Networks: Model and Algorithms [J] . WeiZhang, GuozhenTan, NanDing, Mathematical Problems in Engineering: Theory, Methods and Applications . 2012,第6期

机译：基于无线传感器网络的交通拥堵评估和信号控制优化：模型和算法
4. Heterogeneous sensor networks traffic control algorithm based on CARIMA prediction [C] . Luo Cheng, Zhang Qinyu, Xie Weixin, International Conference on Automatic Control and Dynamic Optimization Techniques . 2016

机译：基于卡西马预测的异构传感器网络流量控制算法
5. Online dynamic traffic assignment-based algorithms for managing real-time traffic networks. [D] . Shi, Huajing. 2004

机译：基于在线动态交通分配的算法，用于管理实时交通网络。
6. Fast Decision Algorithms in Low-Power Embedded Processors for Quality-of-Service Based Connectivity of Mobile Sensors in Heterogeneous Wireless Sensor Networks [O] . María D. Jaraíz-Simón, Juan A. Gómez-Pulido, Miguel A. Vega-Rodríguez, 2012

机译：低功耗嵌入式处理器中的快速决策算法用于异构无线传感器网络中基于质量的移动传感器连接
7. Traffic Congestion Evaluation and Signal Control Optimization Based on Wireless Sensor Networks: Model and Algorithms [O] . Wei Zhang, Guozhen Tan, Nan Ding, 2012

机译：基于无线传感器网络的交通拥堵评估和信号控制优化：型号和算法

Heterogeneous sensor networks traffic control algorithm based on CARIMA prediction

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