Bidirectional Feedback Dynamic Particle Filter with Big Data for the Particle Degeneracy Problem

Particle Filter(PF) is a data assimilation method to solve recursive state estimation problem which does not depend on the assumption of Gaussian noise, and is able to be applied for various systems even with non-linear and non-Gaussian noise. However, while applying PF in dynamic systems, PF undergoes particle degeneracy,sample impoverishment, and problems of high computational complexity. Rapidly developing sensing technologies are providing highly convenient availability of real-time big traffic data from the system under study like never before. Moreover, some sensors can even receive control commands to adjust their monitoring parameters. To address these problems, a bidirectional dynamic data-driven improvement framework for PF(B3 DPF) is proposed.The B3 DPF enhances feedback between the simulation model and the big traffic data collected by the sensors,which means the execution strategies(sensor data management, parameters used in the weight computation,resampling) of B3 DPF can be optimized based on the simulation results and the types and dimensions of traffic data injected into B3 DPF can be adjusted dynamically. The first experiment indicates that the B3 DPF overcomes particle degeneracy and sample impoverishment problems and accurately estimates the state at a faster speed than the normal PF. More importantly, the new method has higher accuracy for multidimensional random systems.In the rest of experiments, the proposed framework is applied to estimate the traffic state on a real road network and obtains satisfactory results. More experiments can be designed to validate the universal properties of B3 DPF.     

A New Adaptive Formant Vocoder

A new type of vocoder system based upon formant analysis is presented in this paper. The LMS adaptive algorithm is used for tracking formants of speech signals. The results of computer simulation show that the new vocoder has better synthesized speech quality.     

阶段原型法及其支持环境

本文介绍了阶段原型法(SPA)及其支持环境(PEMIS)的总体结构和主要功能,探讨了知识库和推理机制在循环控制中的作用,以及软件重用技术、图形接口技术和应用生成技术等实现技术。     

UNIX操作系统初始化过程分析

本文作者曾对UNIX分时操作系统第六版和第七版的核心代码作过分析,尔后又对该系统的几个重要的外围程序和工具性程序做了解剖。UNIX初始化程序(包括init,getty和login)规模小、结构简单;但是,对初始化过程的深入了解,有助于理解系统活动的全过程,同时也是分析其他程序(如Shell)所不可缺少的准备。     

低糖白茶饮料的研制

本试验以福鼎白茶为主要原料开发低糖白茶饮料.首先通过茶水比、温度、时间三个因素设计正交试验,并根据正交试验的结果确定最佳浸提条件;其次将根据此最佳浸提条件得到的茶汤按一定的浓度梯度加入去离子水稀释,确定最佳稀释量;然后在上述最佳条件所得到的茶汤中加入不同浓度组合的辅料白砂糖和维生素C并确定最佳添加量;最后经杀菌制得天然低糖白茶饮料.     

调和测度

“调和”这个概念在数学中有多种意义，本书所讲的调和测度来源于解偏微分方程有关Laplace方程的Dirichlet问题。Dirichlet问题的解称为调和函数，如果它在边界上等于给定的函数。最简单的情形是平面区域，可以定义区域边界的子集在某点的调和测度来解决系列单复变函数和位势理论的问题。这样，调和测度成为重要的理论工具。近20多年，在这方面有突破性进展，本书就是介绍这些进展的专著。     

草酸体系荧光分析法同时测定钐、铕、铽、镝

本文作者发现草酸对钐、铕、铽和镝等离子均有荧光增敏效应,其绝对检测限分别达到0.79、0.02、0.018和0.70ppm。用标准曲线法测定了不产生熄(或(?))灭效应的钪、钇、镱和镥等重稀土混合氧化物中的铕、铽、镝含量,取得满意的结果。     

烷氧基钛水解制备TiO_2超细粒子 Ⅱ.水解反应动力学及粒子形成

测定了烷氧基钛水解成核的诱导时间,研究了水解反应形成TiO_2超细粒子的机理,及溶剂和反应底物对水解反应机理的影响规律。导出了丁氧基钛在醇溶剂中的水解反应速率方程与对应的水解和聚结反应历程该机理同实验结果相吻合。     

鳙鱼(Aristichthys nobilis)外周血细胞的细微结构

本文用光镜(Wright氏染色和组化反应)和透射电镜观察鳙鱼外周血细胞.在Wright’s染色的血涂片上,可以区分:红细胞、淋巴细胞、血栓细胞、单核细胞和颗粒细胞.淋巴细胞是数目最多的白细胞,而单核细胞的数目较少.电镜观察下,红细胞的细胞器较少,只有一些囊泡样体和少量线粒体.血栓细胞由于有大量的液泡和边周微管而与小淋巴细胞有较大区别.虽然单核细胞在体积和形态上酷似颗粒细胞,但单核细胞有更丰富的粗面内质网和游离核糖体,而颗粒细胞含更多的特殊颗粒.颗粒细胞有两种类型:Ⅰ型颗粒细胞和Ⅱ型颗粒细胞.这两种颗粒细胞都是嗜中性粒细胞,是同一种细胞的不同发育时期.本文还描述了这两种颗粒细胞的重要特征.