紫色球杆菌视紫红质光谱特性的机器学习研究

近年来，机器学习等人工智能技术被应用于蛋白质工程，其在蛋白质结构、功能预测、催化活性等研究中具有独特优势。在未知蛋白质结构的情况下，将蛋白质序列和功能特性与机器学习相结合，基于序列-活性关系（innovative sequence-activity relationship，ISAR）算法，将蛋白质氨基酸序列数字化，用快速傅里叶变换（fast four transform，FFT）进行预处理，再进行偏最小二乘回归建模，可在数据集较少情况下拟合得到最佳模型。通过机器学习对紫色球杆菌视紫红质（gloeobacter violaceus rhodopsin，GR）的突变体蛋白质氨基酸序列与光谱最大吸收波长进行建模，获得了最佳模型。用最佳索引LEVM760106建模得到的确定系数R² 为0.944，均方误差E为11.64。用小波变换进行的预处理，其R² 虽也约为0.944，但E大于11.64，不及FFT进行的预处理。方法较好地解决了蛋白质序列与功能特性之间的数学建模问题，在蛋白质工程中可为预测更优的突变体提供支持。     

碳纤维复合材料丝束带剪断状态快速检测方法

为解决在狭小空间内无法准确有效识别碳纤维丝束带剪断状态的问题,提出了一种基于电信号的碳纤维丝束带剪断状态的检测方法,并设计了相应的剪断状态监测硬件及软件系统。该检测方法首先通过简单的检测电路以及数据采集卡,实现对碳纤维丝束带剪断过程中的电信号实时采集,然后对采集得到的信号进行低通滤波处理,获取电压信号的峰值,将峰值与设定的检测阈值相比较,可以有效识别出碳纤维丝束带的剪断情况。实验结果表明,在进行剪断操作时,未完全剪断的碳纤维丝束带电阻为10~500Ω,而完全剪断的丝束带电阻为无穷大,将丝束带与检测电路连接,电阻的变化即可反映到两电极间的电压变化。实验中,完全剪断时,丝束带两端电压从0V大幅跃升到4.377 03V,大于设定的阈值,而未完全剪断时,丝束带两端电压从0 V小幅跃升到0.067 97V,小于设定的阈值1V,均可有效识别剪断状态,证明该方法检测结果较为准确。该方法可以在铺丝头内部的狭小空间进行检测,同时能够快速识别出碳纤维丝束带的剪断状态。     

复数,实数及实对称数据下Bruun FFT算法的实现

本文在复数、实数以及实对称数据下研究和实现了Ｂｒｕｕｎ ＦＦＴ算法。文章分析和评价了各种数据下ＢｒｕｕｎＦＦＴ的运算量和特点，提出了算法的实现结构和方法。最后给了ＴＭＳ３２０Ｃ３０上的运算时间，我们实现的算法比基２ＦＦＴ速度提高３５％。     

The acoustic characteristics of clause, sentence and paragraph boundaries in Chinese Putonghua

The acoustic and perceptive characteristics of discourse units, including clauses, simple sentences, compound sentences and paragraphs, were studied. The acoustic characteristics were based on the analysis of a speech corpus consisted of ten monologues. The Perceived Boundary Strength (PBS) of the monologues was labeled on a five-point scale by 25 participants. The main results are as follows: (1) There is a significant difference in the PBS of clauses (corresponding to intonational phrase), sentences (including simple sentences and compound sentences) and paragraphs. But the PBS of simple sentences and compound sentences is the same, and the pitch reset and pause are also not significantly different between these two kinds of boundaries. (2) The pitch-based cue used to distinguish clauses, sentences and paragraphs appears to be the difference between pre- and post-boundary syllables, but not simply the pitch value of either syllable alone. (3) Declination mainly occurs within intonational phrases, whereas there is no consistent global declination in sentences or in paragraphs. (4) Pauses are longer and more varied at the boundary of larger discourse units. Moreover, there is a significant positive correlation between pause duration and degree of pitch reset at clause boundaries, but not at sentence or paragraph boundaries.     

21世纪最具潜力的新型带隙材料——声子晶体

半导体发展中遇到的极大障碍,使许多研究人员开始研究光子晶体。然而,声子晶体比光子晶体具有更丰富的物理内涵,它是一种新型声学功能带隙材料。研究声子晶体的重要意义在于其广阔的应用前景,而且在研究过程中,还可能发现新现象和新规律,进而促进物理学的发展。一、什么是声子晶体声子晶体的概念诞生于20世纪90年代,是仿照光子晶体的概念而命名的。我们都知道,具有光子禁带的周期性电介质结构功能材料称为光子晶体,光子能量落在光子禁带中的光波将被禁止,不能在光子晶体中传播。通过对光子晶体周期结构及其缺陷进行设计,可以人为地调控光子…     

Advances in micro-perforated panel absorbers

Theoretical and experimental investigations on the performance of micro-perforated -panel absorbers are reviewed in this paper. By reviewing recent research work, this paper reveals a relationship between the maximum absorption coefficient and the limit of the absorption frequency bandwidth. It has been demonstrated that the absorption frequency bandwidth can be extended up to 3 or 4 octaves as the diameters of the micro-holes decrease. This has become possible with the development of the technologies for manufacturing micro-perforated panels, such as laser drilling, powder metallurgy, welded meshing and electro-etching to form micrometer order holes. In this paper, absorption characteristics of such absorbers in random fields and in high sound intensity are discussed both theoretically and experimentally. A new absorbing structure based on micro-perforated-panel absorbers demonstrate experimentally high sound absorption capability. This review shows that the micro-perforated-panel absorber has potentials to be one of ideal absorbing materials in the 21st century.     

高频聚焦换能器声场的激光测量法

本文描述了一种使用激光测振技术测量高频聚焦换能器声场布的方法，并给出了使用该方法对一种高频聚换能器进行测量的结果，通过理论计算对结果的正确性进行了验证。     

一种基于段的基音检测算法

作为语音信号处理领域一项基本、关键的技术,基音检测在语音信号处理中扮演着重要的角色,一直是语音信号处理的一个研究热点.首先对传统的基于短时自相关函数法的基音检测进行了研究;在此基础上提出了一种能同时检测一段语音信号基音周期的方法,有效地克服了传统基音检测算法只能检测一帧语音信号基音的缺点.进行了实验仿真,结果表明通过去野点,中值平滑等后处理的基于段的基音检测算法比传统的基于帧的基音检测算法具有更好的抗噪性.     

探针式水位跟踪仪的设计与应用

介绍了水位跟踪原理,分析了一种新型的探针式水位跟踪仪及其构成。     

Theoretical analysis of the acoustical characteristics of suspended micro-perforated panel absorbers

Sound absorption characteristics of suspended micro-perforated panel absorbers were investigated theoretically. The method of half thickness model of such panel absorber with quadripole analysis was used for predicting its acoustic performance. The analysis results show that the predictions agree well with the measurements of absorption in the reverberation chamber. The factors affecting the absorption characteristics for such absorbers were discussed, and some rules as design guidelines were given.