Modeling for Congestion Prediction in Wireless Sensor Network Using Traffic Demands Analysis

机译：基于流量需求分析的无线传感器网络拥塞预测建模

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Wireless sensor network is an event based system with several sensor nodes. Reliable data transfer at the sink is based on collective information provided by sensor nodes. However, due to the unreliable wireless communication nature, it is hard to guarantee the end-to-end reliability and timeliness. Hence, we propose a congestion prediction model that ensures the reliable delivery of packets to a base station, and that minimizes packet dropping within sensor network. This model includes a node traffic and path traffic prediction that occur network congestion. Simulation is demonstrated using ns-2 and matlab.

机译：无线传感器网络是一个基于事件的系统，具有多个传感器节点。接收器上可靠的数据传输基于传感器节点提供的集体信息。然而，由于不可靠的无线通信性质，难以保证端到端的可靠性和及时性。因此，我们提出了一种拥塞预测模型，该模型可确保将分组可靠地传递到基站，并最大程度地减少传感器网络中的分组丢失。该模型包括发生网络拥塞的节点流量和路径流量预测。使用ns-2和matlab演示了仿真。

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来源
《Mathematical methods for information science and economics》|2012年|206-211|共6页
会议地点 Montreux(CH)
作者
GA-WON LEE; SANG-HO NA; EUI-NAM HUH;
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作者单位

Department of Computer Engineering Kyung HeeUniversity 1 Seochon-dong, Giheung-gu, Yongin-si, Gyeonggi-do REPUBLIC OF KOREA;

Department of Computer Engineering Kyung HeeUniversity 1 Seochon-dong, Giheung-gu, Yongin-si, Gyeonggi-do REPUBLIC OF KOREA;

Department of Computer Engineering Kyung HeeUniversity 1 Seochon-dong, Giheung-gu, Yongin-si, Gyeonggi-do REPUBLIC OF KOREA;

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原文格式 PDF
正文语种 eng
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关键词
WSN; Congestion Prediction; Traffic Demands Analysis; Node Traffic; Path Traffic; Traffic Modeling;

机译：WSN；拥塞预测；交通需求分析；节点流量；路径流量；交通建模;

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专利

1. Congestion Prediction Modeling for Quality of Service Improvement in Wireless Sensor Networks [J] . Eui-Nam Huh, Ga-Won Lee, Sung-Young Lee Sensors . 2014,第5期

机译：无线传感器网络中改善服务质量的拥塞预测模型
2. 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
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. Modeling for Congestion Prediction in Wireless Sensor Network Using Traffic Demands Analysis [C] . GA-WON LEE, SANG-HO NA, EUI-NAM HUH WSEAS International Conference on Applied Mathematics . 2013

机译：业务需求分析对无线传感器网络拥塞预测建模
5. Congestion control in the Internet with mixed traffic sources and heterogeneous wireless access networks. [D] . Pan, Yi. 2008

机译：混合流量来源和异构无线访问网络在Internet中的拥塞控制。
6. Congestion Prediction Modeling for Quality of Service Improvement in Wireless Sensor Networks [O] . Ga-Won Lee, Sung-Young Lee, Eui-Nam Huh 2014

机译：无线传感器网络中改善服务质量的拥塞预测模型
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

Modeling for Congestion Prediction in Wireless Sensor Network Using Traffic Demands Analysis

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