A complementary binary code based phase unwrapping method

Phase unwrapping is used to establish the mapping relationship between camera and projector, which is one of the key technologies in fringe projection profilometry(FPP) based three-dimensional(3D) measurement. Although complementary Gray code assisted phase unwrapping technology can get a good result on the periodic boundary, it needs more coded images to obtain a high frequency fringe. Aiming at this problem, a complementary binary code assisted phase unwrapping method is proposed in this paper...     

多媒体通信中智能化媒体内同步机制

本文提出了一种智能化视频流量的预测和同步机制（ＩＦＳＭ）,它由ＢＰ神经网络流量预测器（ＢＰＮＮ）、输出缓冲区和基于模糊神经网络（ＦＮＮ）的输出速率决策器所组成。ＢＰＮＮ采用一种在线训练的ＢＰ神经网络预测在将来的一定时间间隔（ＦＩ）内的平均分组速率,ＦＮＮ决策器根据预测的流量特性和缓冲区中的分组数动态地调节下一个分组输出的时间。仿真结果表明：与窗口机制相比,ＩＦＳＭ能够使视频流量取得较高的连续性和较低的时延,并且由于ＦＮＮ的学习能力,ＩＦＳＭ可以自适应地调节相应参数以满足不同的服务质量的要求。     

Remarkable synergistic effect in cobalt-iron nitride/alloy nanosheets for robust electrochemical water splitting

Design and synthesis of noble-metal-free bifunctional catalysts for efficient and robust electrochemical water splitting are of significant importance in developing clean and renewable energy sources for sustainable energy consumption.Herein,a simple three-step strategy is reported to construct cobalt-iron nitride/alloy nanosheets on nickel foam(CoFe-NA/NF)as a bifunctional catalyst for both hydrogen evolution reaction(HER)and oxygen evolution reaction(OER).The electrocatalyst with optimized composition(CoFe-NA2/NF)can achieve ultralow overpotentials of 73 mV and 250 mV for HER and OER,respectively,at a current density of 10 mA cm^-2 in 1 M KOH.Notably,the electrolyzer based on this electrocatalyst is able to boost the overall water splitting with a cell voltage of 1.564 V to deliver 10 mA cm^-2 for at least 50 h without obvious performance decay.Furthermore,our experiment and theoretical calculation demonstrate that the combination of cobalt-iron nitride and alloy can have low hydrogen adsorption energy and facilitate water dissociation during HER.In addition,the surface reconstruction introduces metal oxyhydroxides to optimize the OER process.Our work may pave a new pathway to design bifunctional catalysts for overall water splitting.     

分段线性神经网络的逼近理论

随着分段线性函数的广泛应用,本文尝试研究浅层和深层的分段线性神经网络的逼近理论.作者将应用于三层感知机模型的万能逼近定理拓展到分段线性神经网络中,并给出与隐藏神经元个数相关的逼近误差估计.利用分段线性函数构造锯齿函数的显式方法,证明解析函数可以通过分段线性神经网络的深度堆叠以指数速率逼近,并辅以相应的数值实验.     

A Nanosheet-Assembled SnO2-Integrated Anode

There is an ever-increasing trend toward bendable and high-energy-density electrochemical storage devices with high strength to fulfil the rapid development of flexible electronics, but they remain a great challenge to be realised by the traditional slurry-casting fabrication processes. To overcome these issues, herein, a facile strategy was proposed to design integrating an electrode with flexible, high capacity, and high tensile strength nanosheets with interconnected copper micro-fibre as a collector, loaded with a novel hierarchical SnO₂ nanoarchitecture, which were assembled into core–shell architecture, with a 1D micro-fibre core and 2D nanosheets shell. When applied as anode materials for LIBs, the resultant novel electrode delivers a large reversible specific capacity of 637.2 mAh g⁻¹ at a high rate of 1C. Such superior capacity may benefit from rational design based on structural engineering to boost synergistic effects of the integrated electrode. The outer shell with the ultrathin 2D nanoarchitecture blocks can provide favourable Li⁺ lateral intercalation lengths and more beneficial transport routes for electrolyte ions, with sufficient void space among the nanosheets to buffer the volume expansion. Furthermore, the interconnected 1D micro-fibre core with outstanding metallic conductivity can offer an efficient electron transport pathway along axial orientation to shorten electron transport. More importantly, the metal’s remarkable flexibility and high tensile strength provide the hybrid integrated electrode with strong bending and stretchability relative to sintered carbon or graphene hosts. The presented strategy demonstrates that this rational nanoarchitecture design based on integrated engineering is an effective route to maintain the structural stability of electrodes in flexible LIBs.     

Organic Nanoplatforms for Iodinated Contrast Media in CT Imaging

X-ray computed tomography (CT) imaging can produce three-dimensional and high-resolution anatomical images without invasion, which is extremely useful for disease diagnosis in the clinic. However, its applications are still severely limited by the intrinsic drawbacks of contrast media (mainly iodinated water-soluble molecules), such as rapid clearance, serious toxicity, inefficient targetability and poor sensitivity. Due to their high biocompatibility, flexibility in preparation and modification and simplicity for drug loading, organic nanoparticles (NPs), including liposomes, nanoemulsions, micelles, polymersomes, dendrimers, polymer conjugates and polymeric particles, have demonstrated tremendous potential for use in the efficient delivery of iodinated contrast media (ICMs). Herein, we comprehensively summarized the strategies and applications of organic NPs, especially polymer-based NPs, for the delivery of ICMs in CT imaging. We mainly focused on the use of polymeric nanoplatforms to prolong circulation time, reduce toxicity and enhance the targetability of ICMs. The emergence of some new technologies, such as theragnostic NPs and multimodal imaging and their clinical translations, are also discussed.     

Spatiotemporal Utilization of Latent Heat in Erythritol-based Phase Change Materials as Solar Thermal Fuels

Solar thermal fuels (STFs) have been particularly concerned as sustainable future energy due to their impressive ability to store solar energy in chemical bonds and controllably release thermal energy. However, currently studied STFs mainly focus on molecule-based materials with high photochemical activity, toxicity, and compromised features, which greatly restricts their applications in practical scenarios of solar energy utilization. Herein, we present a novel erythritol-based composite phase change material (PCM) as a new type of STFs with an outstanding capability to store solar energy as latent heat in its stable supercooling state and release thermal energy as needed. This composite PCM with stored thermal energy can be maintained stably at room temperature and subsequently release latent heat as high as 224.9 J/g during the crystallization process triggered by thermal stimuli. Remarkably, solar energy can be converted into latent heat stored in the composite PCM over months. Through mechanical stimulations, the released latent heat can increase the temperature of the composite up to 91 °C. This work presents a new concept of using spatiotemporal storage and release of latent heat in PCMs for solar energy utilization, making it a potential candidate as STFs for developing future clean energy techniques.     

Steering control in autonomous vehicles using deep reinforcement learning

A novel deep reinforcement learning-based steering control method of autonomous vehicles is proposed. A distortionless compressing method of action space is presented. Convolutional neural networks (CNNs) are designed to serve as an action policy. Driver experience is investigated and modeled to optimize policy of new actions exploration. Experimental results show that the proposed algorithm has better robustness and smoothness. Moreover, it is applicable to different roads, velocities or wire-control systems.     

基于多参数加权分数阶傅里叶变换的星座预编码系统研究与实现

针对当前多参数加权分数阶傅里叶变换(Multiple Parameters Weighted-type FRactional Fourier Transform, MP-WFRFT)星座特征缺乏定量研究的缺限,该文提出一种新型的星座叠加数学模型。通过分别研究信号的时域及频域分量,给出了星座模糊及裂变的定性及定量分析结论,并搭建了基于MP-WFRFT的星座预编码系统。通过构建相关混合整数优化模型,并利用遗传算法进行模型优化,进而设计出符合预期通信需求的预编码系统。经仿真分析,验证了所提出的星座叠加数学模型及优化方案的正确性;同时通过USRP硬件平台测试表明了所搭建的基于MP-WFRFT星座预编码系统的可行性。     

退火温度和溅射时间对磁控溅射法制备Mg2Si薄膜的影响

采用磁控溅射法和原位退火工艺在钠钙玻璃衬底上制备 Mg2Si 薄膜。首先在钠钙玻璃衬底上交替溅射沉积两层Si、Mg 薄膜,冷却至室温后原位退火4 h,制备出一系列 Mg2Si 薄膜样品。通过 X 射线衍射仪(XRD) 、 扫描电子显微镜(SEM)对所得薄膜样品的晶体结构和表面形貌进行表征, 讨论了退火温度和溅射Si/Mg/Si/Mg 时间对制备 Mg2Si 薄膜的影响。结果表明,采用磁控溅射法在钠钙玻璃衬底上交替溅射两层Si、Mg 薄膜, 通过原位退火方式成功制备出单一相的 Mg2Si 薄膜,溅射Si/Mg/Si/Mg 的时间为12.5/9/12.5/9 min,退火温度为550 ℃ 时,制备的 Mg2Si 薄膜结晶度最好,连续性和致密性最强。这对后续 Mg2Si 薄膜器件的设计与制备提供了重要的参考。 积两层Si、Mg 薄膜, 冷却至室温后原位退火4 h, 制备出一系列 Mg2Si 薄膜样品. 通过 X 射线衍射仪(XRD) 、 扫描 电子显微镜(SEM)对所得薄膜样品的晶体结构和表面形貌进行表征, 讨论了退火温度和溅射Si/Mg/Si/Mg 时间 对制备 Mg2Si 薄膜的影响. 结果表明, 采用磁控溅射法在钠钙玻璃衬底上交替溅射两层Si、Mg 薄膜, 通过原位退火 方式成功制备出单一相的 Mg2Si 薄膜, 溅射Si/Mg/Si/Mg 的时间为12.5/9/12.5/9 min, 退火温度为550 ℃ 时, 制 备的 Mg2Si 薄膜结晶度最好, 连续性和致密性最强. 这对后续 Mg2Si 薄膜器件的设计与制备提供了重要的参考.