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16QAM
Digital transmission using 16qam
- 2010-06-28 23:18:06下载
- 积分:1
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RAYLEIGHFADINGMODELGENERATIONwithcodin
RAYLEIGH FADING MODEL GENERATION
- 2010-08-12 01:15:21下载
- 积分:1
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优秀论文及配套源码 SVM Short-term-Load-Forecasting
优秀论文及配套源码。首先阐述了负荷预测的应用研究现状,概括了负荷预测的特点及其影响因素,归纳了短期负荷预测的常用方法,并分析了各种方法的优劣;接着介绍了作为支持向量机(SVM)理论基础的统计学习理论和SVM的原理,推导了SVM回归模型;本文采用最小二乘支持向量机(LSSVM)模型,根据浙江台州某地区的历史负荷数据和气象数据,分析影响预测的各种因素,总结了负荷变化的规律性,对历史负荷数据中的“异常数据”进行修正,对负荷预测中要考虑的相关因素进行了归一化处理。LSSVM中的两个参数对模型有很大影响,而目前依然是基于经验的办法解决。对此,本文采用粒子群优化算法对模型参数进行寻优,以测试集误差作为判决依据,实现模型参数的优化选择,使得预测精度有所提高。实际算例表明,本文的预测方法收敛性好、有较高的预测精度和较快的训练速度。(first expounds the recent application research of load forecasting, summarized the characteristics of load forecasting and influencing factors, summed up common methods of short-term load forecasting, and analyzed the advantages and disadvantages of each method then introduced statistical learning theory and the principle of SVM as the basis of support vector machine (SVM ) theory, SVM regression model is derived this paper adopted least squares support vector machine (LSSVM) model, according to the historical load data and meteorological data of a certain area of Zhejiang Taizhou, Analysised the various factors affecting the forecast, summed up the regularity of load change , amended "outliers" in the historical load data,the load forecasting factors to be considered were normalized. The two parameters of LSSVM have a significant impact on the model, but it is still soluted based on the experience currently. So, this paper adopted particle swarm optimization algorithm to optimized )
- 2021-04-01 17:09:08下载
- 积分:1
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UCA_ULA_ujwol
radiation pattern of dipole
- 2010-12-04 02:49:30下载
- 积分:1
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MIMO
MIMO Systems for Rayleigh and Ricean Fading channels. Performance Analysis underdifferent channel conditions
- 2015-01-17 23:17:07下载
- 积分:1
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ieee
This is the IEEE Second benchmark model.
- 2012-07-30 19:24:10下载
- 积分:1
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Datamining
algorithme id3 pour construire les arbres de decision
- 2015-02-11 05:16:44下载
- 积分:1
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a
说明: 求解各复杂混沌程序的最大李指数,以便于分析混沌系统的各种性质.(Chaotic procedures for solving the complex the largest Lyapunov exponent in order to facilitate analysis of various properties of chaotic systems.)
- 2011-04-19 09:40:01下载
- 积分:1
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地球物理反演的matlab工具箱 Geophysical inversion for matlab toolbox
适用于地球物理反演的matlab工具箱,可以以此工具箱进行相应的反演分析(Geophysical inversion for matlab toolbox, this kit can make the appropriate back analysis)
- 2020-11-07 15:19:48下载
- 积分:1
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USE
用于车牌识别技术中图像分割,对比几种微分算子的边缘检测和形态学分割(License plate recognition technology for image segmentation, compared to several differential operator edge detection and morphological segmentation)
- 2013-11-11 09:32:19下载
- 积分:1