Polynomial Regression for Data Gathering in Environmental Monitoring Applications

机译：用于环境监测应用中数据收集的多项式回归

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How to prolong the lifetime of wireless sensor networks is one of the most important design issues. In order to tackle this issue, we propose an energy-efficient polynomial regression-based data gathering algorithm in environmental monitoring applications

机译：如何延长无线传感器网络的寿命是最重要的设计问题之一。为了解决这个问题，我们提出了一种在环境监测应用中基于节能多项式回归的数据收集算法。

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来源
《GLOBECOM 2007, 2007 IEEE Global Telecommunications Conference》|2007年|P.1307-1311|共5页
会议地点 WashingtonDCUSA
作者
Guojun Wang; Jiannong Cao; Huan Wang; Minyi Guo;
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polynomials; regression analysis; telecommunication network reliability; wireless sensor networks; data gathering; data transmissions; energy savings; environmental monitoring; polynomial regression; regression function; wireless sensor networks;

机译：多项式回归分析;电信网络可靠性；无线传感器网络；数据收集；数据传输；节约能源；环境监测;多项式回归回归函数无线传感器网络;

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1. Sampling-based incremental information gathering with applications to robotic exploration and environmental monitoring [J] . Jadidi Maani Ghaffari, Miro Jaime Valls, Dissanayake Gamini The International journal of robotics research . 2019,第6期

机译：基于采样的增量信息收集及其在机器人勘探和环境监测中的应用
2. Sampling-based incremental information gathering with applications to robotic exploration and environmental monitoring [J] . Jadidi Maani Ghaffari, Miro Jaime Valls, Dissanayake Gamini The International journal of robotics research . 2019,第6期

机译：基于采样的增量信息，与机器人勘探和环境监测应用
3. Efficient Data Gathering based on Linear Regression in Wireless Multivariate Monitoring Sensor Networks [J] . Guofeng Yang, Chunsheng Li, Haotian Yang Information Technology Journal . 2013,第12期

机译：无线多元监测传感器网络中基于线性回归的高效数据收集
4. Polynomial Regression for Data Gathering in Environmental Monitoring Applications [C] . Guojun Wang, Jiannong Cao, Huan Wang, IEEE Global Telecommunications Conference . 2007

机译：环境监测应用中的数据收集多项式回归
5. On nonparametric estimation and inference with censored data, bandwidth selection for local polynomial regression, and subset selection in explanatory regression analyses [D] . Peterson, Derick Randall. 1998

机译：关于非参数估计和删失数据推断，局部多项式回归的带宽选择以及解释性回归分析中的子集选择
6. Local Polynomial Estimation of Heteroscedasticity in a Multivariate Linear Regression Model and Its Applications in Economics [O] . Liyun Su, Yanyong Zhao, Tianshun Yan, -1

机译：异方差的局部多项式估计多元线性回归模型及其在经济上的应用
7. Polynomial regression for data gathering in environmental monitoring applications [O] . Wang, G, Cao, J, Wang, H, 2007

机译：用于环境监测应用中数据收集的多项式回归
8. EPA's Environmental Monitoring and Assessment Program: Availability of Broad-Scale Environmental Data and Opportunities for Use in Environmental Modeling Applications [R] . Latimer, R. W., Paul, J. F., Rosen, J. S. 1994

机译：Epa的环境监测和评估计划：大规模环境数据的可用性和环境建模应用中使用的机会

Polynomial Regression for Data Gathering in Environmental Monitoring Applications

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