基于改进人工鱼群-蛙跳算法优化LSSVM参数短期负荷预测

短期电力负荷预测在电力系统安全调度、经济运行方面起到关键作用。在用最小二乘支持向量机进行负荷预测时,参数选择将直接影响预测精度。为了提高LSSVM负荷预测精度,文中提出一种基于Levy变异自适应视野人工鱼群-蛙跳算法对LSSVM进行参数优化的方法。以某县负荷、天气等历史数据对LSSVM进行训练,建立LAVAFSA-SFLA-LSSVM、AFSA-LSSVM、LAFSA-SFLA-LSSVM共3种预测模型,对该地区某日24 h的电力负荷进行预测。算例结果表明,LAVAFSA-SFLA-LSSVM预测精度比AFSA-LSSVM和LAFSA-SFLA-LSSVM更高,预测误差更小。     

基于光阻原理的降水现象测量系统研究

降水是气象观测的常规项目,是研究全球水热循环和气候变化的重要参数。实现降水现象自动观测是我国气象领域未来发展规划的一项重要内容。介绍了一种激光降水现象测量系统,设计了激光对射式光学测量结构,实现了对降水粒子遮光信号的精确捕获;研制了基于相关原理的微弱信号检测系统,保证粒子速度、粒径等信息的准确测量;在数据信号处理上,采用了数据平滑算法降低了系统噪声。研制的系统能够准确完成雨滴谱分布、降水量、降水类型的测量,并且与雨量筒和国外同类仪器进行了观测比对, 数据具有较好的一致性,能满足对降水现象自动观测的要求。     

Self-repelling snakes for topology-preserving segmentation models.

The implicit framework of the level-set method has several advantages when tracking propagating fronts. Indeed, the evolving contour is embedded in a higher dimensional level-set function and its evolution can be phrased in terms of a Eulerian formulation. The ability of this intrinsic method to handle topological changes (merging and breaking) makes it useful in a wide range of applications (fluid mechanics, computer vision) and particularly in image segmentation, the main subject of this paper. Nevertheless, in some applications, this topological flexibility turns out to be undesirable: for instance, when the shape to be detected has a known topology, or when the resulting shape must be homeomorphic to the initial one. The necessity of designing topology-preserving processes arises in medical imaging, for example, in the human cortex reconstruction. It is known that the human cortex has a spherical topology so throughout the reconstruction process this topological feature must be preserved. Therefore, we propose in this paper a segmentation model based on an implicit level-set formulation and on the geodesic active contours, in which a topological constraint is enforced.     

红外成像制导中的三维目标识别

首先介绍了随机方位观察模型 ,在此基础上得到图像中的角度大小与目标模型中角度大小的对应关系 ,提出了图像中的角度大小的概率密度函数 ,然后根据最大似然比准则得到三维目标识别的统计决策规则 ,并应用该规则去识别红外成像制导中的几种具体目标 ,取得了比较好的识别效果 ,证明了所提方法在红外成像制导中的三维目标识别的有效性。     

基于遗传算法的温度控制系统设计

温度控制在现代自动化工业现场非常普遍：比如在;台金、化工、建材等各类现代工业中,均广泛使用反应炉、加热炉等设备,这类设备在工作过程中往往需要对其温度进行准确的测控。常规的温度控制算法往往是采用PID等基本过程的控制算法,但是PID往往难以达到很多场合对于控制速度、精度等方面的要求。尝试使用遗传算法来进行温度控制,并进行了Multisim仿真分析。仿真结果证明新的算法,其控制效果改进明显。     

Noise Feedback Coding Revisited： Refurbished Legacy Codecs and New Coding Models

Noise feedback coding(NFC) has attracted renewed interest with the recent standardization of backward-compatible enhancements for ITU-T G.711 and G.722.It has also been revisited with the emergence of proprietary speech codecs,such as BV16,BV32,and SILK,that have structures different from CELP coding.In this article,we review NFC and describe a novel coding technique that optimally shapes coding noise in embedded pulse-code modulation(PCM) and embedded adaptive differential PCM(ADPCM).We describe how this new technique was incorporated into the recent ITU-T G.711.1,G.711 App.III,and G.722 Annex B(G.722B) speech-coding standards.     

基于复合式抛物面聚光器的LED反光杯建模研究

针对复合式抛物面聚光器(CPC)无法在TracePro软件中直接建模的不足,结合TracePro软件特点,对CPC关键参数进行了分析,通过数学模型对参数之间的几何关系进行了推导,得出了计算公式,实现了CPC在TracePro中的建模。将CPC设计成反光杯应用于LED灯具中,可方便地进行光学模拟和分析,进而有效地缩短产品开发周期和开发成本。为CPC设计提供了数学依据,通过建模验证了该方法的可行性,有效提高了设计效率。结果表明,用通过该方法设计出的CPC做成的LED反光杯,可以极大地提高灯具的发光效率。为其在照明领域的发展应用提供了更好的使用价值和前景。     

High‐Performance Ultraviolet Photodetector Based on a Few‐Layered 2D NiPS3 Nanosheet

2D materials, represented by transition metal dichalcogenides (TMDs), have attracted tremendous research interests in photoelectronic and electronic devices. However, for their relatively small bandgap (<2 eV), the application of traditional TMDs into solar‐blind ultraviolet (UV) photodetection is restricted. Here, for the first time, NiPS₃ nanosheets are grown via chemical vapor deposition method. The nanosheets thinning to 3.2 nm with the lateral size of dozens of micrometers are acquired. Based on the various nanosheets, a linearity is found between the Raman intensity of specific A_g modes and the thickness, providing a convenient method to determine their layer numbers. Furthermore, a UV photodetector is fabricated using few‐layered 2D NiPS₃ nanosheets. It shows an ultrafast rise time shorter than 5 ms with an ultralow dark current less than 10 fA. Notably, this UV photodetector demonstrates a high detectivity of 1.22 × 10¹² Jones, outperforming some traditional wide‐bandgap UV detectors. The wavelength‐dependent photoresponsivity measurement allows the direct observation of an admirable cut‐off wavelength at 360 nm, which indicates a superior spectral selectivity. The promising photodetector performance, accompanied with the controllable fabrication and transfer process of nanosheet, lays the foundation of applying 2D semiconductors for ultrafast UV light detection.     

一种基于QoS的无线Mesh网络DSR路由优化算法

无线Mesh网络(Wireless Mesh Network,简称WMN)是一种新型的高容量、高速率的分布式宽带无线网络,是下一代无线网络的关键技术。在综合考虑带宽、传输拥塞、网络吞吐量等方面因素,将博弈论的思想引入动态源路由(Dynamic Source Routing,简称DSR)算法中,提出一种基于博弈论的DSR路由优化算法,经分析与仿真表明,该路由能有效减小时延,提高数据传输效率,提升网络传输的服务质量(Quality of Service,简称QoS)。     

Performance Analysis of Full-Duplex Vehicle-to-Vehicle Relay System over Double-Rayleigh Fading Channels

Mobile Networks and Applications - In this paper, we study the performance of a full-duplex (FD) relay system in vehicle-to-vehicle (V2V) communication. In this relay communication system, the...