Unsupervided pattern recognition for the classification of EMG signals

The shapes and firing rates of motor unit action potentials (MUAP's) in an electromyographic (EMG) signal provide an important source of information for the diagnosis of neuromuscular disorders. In order to extract this information from EMG signals recorded at low to moderate force levels, it is required: i) to identify the MUAP's composing the EMG signal, ii) to classify MUAP's with similar shape, and iii) to decompose the superimposed MUAP waveforms into their constituent MUAP's. For the classification of MUAP's two different pattern recognition techniques are presented: i) an artificial neural network (ANN) technique based on unsupervised learning, using a modified version of the self-organizing feature maps (SOFM) algorithm and learning vector quantization (LVQ) and ii) a statistical pattern recognition technique based on the Euclidean distance. A total of 1213 MUAP's obtained from 12 normal subjects, 13 subjects suffering from myopathy, and 15 subjects suffering from motor neuron disease were analyzed. The success rate for the ANN technique was 97.6% and for the statistical technique 95.3%. For the decomposition of the superimposed waveforms, a technique using crosscorrelation for MUAP's alignment, and a combination of Euclidean distance and area measures in order to classify the decomposed waveforms is presented. The success rate for the decomposition procedure was 90%.     

逆向工程实体模型重建技术研究

针对CMM扫描线数据,进行了数据分层和数据排序,完成了数据拓扑关系的建立.研究了距离阈值法和向量角度法相结合的数据精简方法和基于分层维的特征提取技术.以基于分层维的数据处理技术研究为基础,提出了一种利用数据点特征的非均匀有理B样条(NURBS)曲面重构方法,在Solidworks中实现了实体模型的重建.     

Light emission in AlGaAs/GaAs HEMTs and GaAs MESFETs induced by hotcarriers

Light emission in submicrometer gate AlGaAs/GaAs HEMTs and GaAs MESFETs has been observed at high drain bias values (>4.0 V). The spectral distribution of the emitted photons in the 1.7-2.9-eV range does not correspond to a simple Maxwellian distribution function of the electron energies in the channel. Light emission is observed in correspondence with nonnegligible gate and substrate hole currents, due to the collection of holes generated by impact ionization     

基于高性能单片机的双CPU通用数控系统

讨论了基于高性能单片机的双CPU的通用数控系统的设计。系统采用两个高性能单片机为处理器，处理器间相互通信，协调工作。软件采用模块化设计。使用时针对具体数控系统功能要求，将通用系统略加增删，便能满足客户需求，体现了数控系统的通用性。通过在STAR-06TQ数控涂漆机上的实际应用，证明本系统能够满足预期设计要求。     

Development of “kink” in the output I–V characteristics of pseudomorphic hemt's after hot-electron accelerated testing

Large decreases in the drain current in the linear and low V_ds region followed by a “kink” in the output I_d-V_ds characteristics have been found after hot electron stress test in AlGaAs/InGaAs/GaAs power pseudomorphic HEMT's. Decrease in the transconductance measured in linear region, increase in the drain parasitic resistance and trasconductance frequency dispersion have also been observed and attributed to the generation of electron traps in the gate-to-drain access region.     

Accelerated Life Test of High Brightness Light Emitting Diodes

Short-term accelerated life test activity on high brightness light emitting diodes is reported. Two families of 1-W light-emitting diodes (LEDs) from different manufacturers were submitted to distinct stress conditions: high temperature storage without bias and high dc current test. During aging, degradation mechanisms like light output decay and electrical property worsening were detected. In particular, the degradation in light efficiency induced by thermal storage was found to follow an exponential law, and the activation energy of the process was extrapolated. Aged devices exhibited a modification of the package epoxy color from white to brown. The instability of the package contributes to the overall degradation in terms of optical and spectral properties. In addition, an increase in thermal resistance was detected on one family of LEDs. This increase induces higher junction temperature levels during operative conditions. In order to correlate the degradation mechanisms and kinetics found during thermal stress, a high dc current stress was performed. Results from this comparative analysis showed similar behavior, implying that the degradation process of dc current aged devices is thermal activated due to high temperatures reached by the junction during stress. Finally, the different effects of the stress on two families of LEDs were taken into account in order to identify the impact of aging on device structure.     

一种改善BLDCM调速性能的模糊矢量控制策略

针对永磁无刷直流电机(BLDCM)在方波控制时转矩脉动大、电流畸变程度大以及反电势不稳定造成转速波动的问题,本文在分析BLDCM控制方式的基础上,将这些问题的原因归结于控制时的电流换相以及反电势并非理想方波电势。基于此,针对电动汽车BLDCM提出一种基于模糊控制的无刷直流电机矢量控制调速策略,此策略使用模糊控制器对转速误差进行调节,进而增强系统的调速性能;使用矢量控制取代方波控制,进而克服转矩脉动、电流畸变以及反电势不稳定等问题。实验结果表明,本文提出的控制策略能较好地抑制转矩脉动,并使电流以及转速更加平滑稳定。     

An experimental study for transmitting MPEG-2 streams over ATM networks

This paper presents a comparative study of different techniques aiming at transmitting MPEG-2 streams over ATM networks, with emphasis on the presentation of practical results achieved on an experimental platform available at LSI, a laboratory of the University of São Paulo, Brazil. This study has the purpose to determine some tuning parameters for optimizing the implementation of distributed multimedia applications on different network technologies. The focus of this experimental study has been on non-native ATM techniques like “Classical IP over ATM” and “LAN Emulation”, as well as native ATM techniques based on direct access service primitives to AAL5. The influence of different parameters, like packet length, buffer size, CPU speed, on the resulting throughput has been studied. Furthermore, a testing tool is being developed for assessing the transmission of MPEG-2 streams based on the practical experience achieved so far. These results will permit the evaluation of different network technologies and also help in the development of distributed multimedia applications like video-on-demand, videoconferencing and telemedicine.