基于深度森林的多级特征融合SAR目标识别

大多数传统的合成孔径雷达(SAR)目标识别方法仅仅使用了单一的幅度特征,但是由于斑点噪声的存在,仅仅使用幅度特征会限制识别的性能.为了进一步提高SAR目标识别的性能,该文提出了一个基于深度森林的多级特征融合SAR目标识别方法.首先,在特征提取阶段,提取了多级幅度特征和多级密集尺度不变特征变换(Dense-SIFT)特征.幅度特征反映了目标反射强度,Dense-SIFT特征描述了目标的结构特征.而多级特征可以从局部到全局表征目标.随后,为了更完整、充分地反映SAR目标信息,借鉴深度森林的思想对多级幅度特征和多级Dense-SIFT特征进行联合利用.一方面通过堆叠的方式不断将多级幅度特征和多级Dense-SIFT特征进行融合,另一方面通过逐层的特征变换挖掘深层信息.最后利用得到的深层融合特征对目标进行识别任务.该文在MSTAR数据集上进行对比实验,实验结果表明所提算法在性能方面取得了提升,且其性能对超参数设置具有一定的鲁棒性.     

A load-aware energy-efficient and throughput-maximized asynchronous duty cycle MAC for wireless sensor networks

Being a pivotal resource, conservation of energy has been considered as the most striking issue in the wireless sensor network research. Several works have been performed in the last years to devise duty cycle based MAC protocols which optimize energy conservation emphasizing low traffic load scenario. In contrast, considering the high traffic situation, another research trend has been continuing to optimize both energy efficiency and channel utilization employing rate and congestion control at the MAC layer. In this paper, we propose A Load-aware Energy-efficient and Throughput-maximized Asynchronous Duty Cycle MAC (LET-MAC) protocol for wireless sensor networks to provide an integrated solution at the MAC layer considering both the low-and high-traffic scenario. Through extensive simulation using ns-2, we have evaluated the performance of LET-MAC. LET-MAC achieves significant energy conservation during low traffic load (i.e., no event), compared to the prior asynchronous protocol, RI-MAC, as well as attains optimal throughput through maximizing the channel utilization and maintains lower delay in regard to the CSMA/CA-like protocol during a high volume of traffic (i.e., when an event occurs).     

一种UHFRFID系统宽带标签天线的设计

基于微带天线结构,设计了一款适用于整个UHF RFID系统的新型宽带标签天线。在H型贴片上开H槽,形成了两个相近的谐振点,调整H槽的位置和大小,使两个谐振点靠近耦合,从而拓展了天线带宽。通过改变贴片底部矩形槽深度和微带线长度调整天线的输入阻抗。使用软件HFSS14.0进行仿真分析。结果表明,该天线具有很好的宽频特性(766～989 MHz,回波损耗S11<10 dB),在超高频段(840～960 MHz)内具有良好的阻抗匹配特性。     

类单晶PZT纳米纤维的静电纺丝制备探索

以硝酸锆（Zr（NO3）4·5H2O）,乙酸铅（Pb（CH3COO）2·3H2O）,钛酸四丁酯（Ti（OC4H9）4）和聚乙烯吡咯烷酮（PVP）为原料,采用sol-gel和静电纺丝法,结合烧结工艺首次制备了在准同型相界附近的类单晶PZT纳米纤维.利用热重分析、X射线衍射仪、扫描电镜和透射电镜等表征方法,对类单晶PZT纤维的热分解过程、晶体结构、微观相貌和形成机理等进行了分析和解释.研究结果表明：经过400℃预退火0.5h以及750℃烧结2h后,可形成具有类单晶结构的PZT纳米纤维,纤维直径约在80 ～ 100 nm左右,晶体结构为典型的钙钛矿相.形成这种类单晶结构的主要机理是在预退火期,有机物充分分解形成无规则非晶网络,随着烧结温度的升高,取向基本一致的小晶粒经历了形核、长大、吞噬,最终形成类单晶纳米纤维.在准同型相界附近的类单晶PZT纳米纤维在纳米压电器件和微机电系统领域具有广泛的应用前景.     

Indoline-based donor molecule for efficient co-evaporated organic photovoltaics

We demonstrated the use of an asymmetrical donor–acceptor-type indoline dye—D131, developed for dye-sensitized solar cells, as an electron donor and fullerene C₇₀ as an electron acceptor for thermal co-evaporated bulk-heterojunction organic solar cells (OSCs). In spite of the presence of intermolecular hydrogen bonds among D131 molecules, they can be thermally evaporated in high vacuum at a relatively low temperature of 220 °C. The blend ratio and thickness of the active layer of D131/C₇₀ blend films in OSCs were optimized to achieve a maximum power-conversion efficiency of 4.5% with a short-circuit current of 9.1 mA cm^?2, an open-circuit voltage of 0.89 V, and a fill factor of 0.56 under AM 1.5G solar illumination (100 mW cm^?2), which is the best value reported so far for OSCs based on indoline-based donor materials.     

High-performance polymer light emitting diodes with interface-engineered graphene anodes

Recently, graphene-based organic light emitting diodes (OLEDs) were successfully demonstrated using graphene as anodes. However, the graphene electrodes have not been utilized for polymer light emitting diodes (PLEDs) yet, although the simpler device structure and the solution-based fabrication process of PLEDs are expected to be more advantageous in terms of time and cost. Here we demonstrate high-performance polymer light emitting diodes (PLEDs) with simple two-layer structures using interface-engineered single-layer graphene films as anodes. The single-layer graphene synthesized by chemical vapor deposition methods was transferred onto a glass substrate utilizing an elastic stamp, and its work function was engineered by varying the duration and the power of ultraviolet ozone (UVO) treatment. Thus, we were able to optimize the contact between silver electrodes and the graphene anodes, leading to the considerable enhancement of light-emitting performance.     

显著物体提取算法综述

随着基于显著性的视觉注意计算框架的演化和机器视觉应用的不断增长,显著物体提取成为基于显著性的视觉注意研究领域的重要研究方向。文中介绍了显著物体提取算法的最新研究成果。首先给出了显著物体提取的关键问题。然后根据不同的提取框架对现有的显著物体提取算法进行了分类和分析。并在一个包含1 000幅图像的公开的显著物体数据集上对不同的显著物体提取算法进行了评测。最后总结并展望了显著物体提取算法下一步发展方向。     

在片高低温S参数TRL校准件的研制

为了经济有效地提高在片高低温S参数试验系统的准确度,设计制作了在片高低温TRL校准件.首先,总结了目前常用的3种在片高低温S参数校准方法的具体做法和不足;其次,介绍了TRL校准件的设计和定义的方法;然后,阐述了校准件的使用方法;最后,通过相关试验,对该校准件的校准效果进行了验证,结果表明,该方法的测量效果较为理想,具有一定的推广使用价值.