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101.
This article analyzes the bias dependence of gate‐drain capacitance (Cgd) and gate‐source capacitance (Cgs) in the AlGaN/GaN high electron mobility transistors under a high drain‐to‐source voltage (Vds) from the perspective of channel shape variation, and further simplifies Cgd and Cgs to be gate‐to‐source voltage (Vgs) dependent only at high Vds. This method can significantly reduce the number of parameters to be fitted in Cgd and Cgs and therefore lower the difficulty of model development. The Angelov capacitance models are chosen for verifying the effectiveness of simplification. Good agreement between simulated and measured small‐signal S‐parameters, large‐signal power sweep, and power contours comprehensively proves the accuracy of this simplification method. 相似文献
102.
Multimedia Tools and Applications - The pedestrian re-identification problem (i.e., re-id) is essential and pre-requisite in multi-camera video surveillance studies, provided the fact that... 相似文献
103.
针对目前基于全局特征的图像描述模型存在细节语义信息不足的问题,提出结合全局和局部特征的图像中文描述模型.该模型采用编码器-解码器框架,在编码阶段,分别使用残差网络(residual networks,ResNet)和Faster R-CNN提取图像的全局特征和局部特征,提高模型对不同尺度图像特征的利用.采用嵌入了残差连接结构和视觉注意力结构的双向门控循环单元(bi-directional gated recurrent unit,BiGRU)作为解码器(BiGRU with residual connection and attention,BiGRU-RA).模型可以自适应分配图像特征和文本权重,改善图像特征区域和上下文信息的映射关系.此外,加入基于强化学习的策略梯度对模型的损失函数进行改进,直接对评价指标CIDEr进行优化.在AI Challenger全球挑战赛图像中文描述数据集上进行训练和实验,实验结果表明,该模型获得更高的评分,生成的描述语句更准确、更详细. 相似文献
104.
In this paper, the neural network-based adaptive decentralized learning control is investigated for nonlinear interconnected
systems with input constraints. Because the decentralized control of interconnected systems is related to the optimal control
of each isolated subsystem, the decentralized control strategy can be established by a series of optimal control policies. A
novel policy iteration algorithm is presented to solve the Hamilton–Jacobi–Bellman equation related to the optimal control
problem. This algorithm is implemented under the actor-critic structure where both neural networks are simultaneously
updated to approximate the optimal control policy and the optimal cost function, respectively. The additional stabilizing term
is introduced and an improved weight updating law is derived, which relaxes the requirement of initial admissible control
policy. Besides, the input constraints of interconnected systems are taken into account and the Hamilton–Jacobi–Bellman
equation is solved in the presence of input constraints. The interconnected system states and the weight approximation errors
of two neural networks are proven to be uniformly ultimately bounded by utilizing Lyapunov theory. Finally, the effectiveness
of the proposed decentralized learning control method is verified by simulation results. 相似文献
105.
Hu Chuang Zang Guo-Long Luo Jun-Tao Liu Qi Zhao Quan 《Journal of Applied Electrochemistry》2021,51(6):847-859
Journal of Applied Electrochemistry - The electrocatalytic reduction of CO2 is a promising research direction in resource utilization and sustainable energy development. However, there is still a... 相似文献
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108.
Image geo-tagging has drawn a great deal of attention in recent years. The geographic information associated with images can be used to promote potential applications such as location recognition or virtual navigation. In this paper, we propose a novel approach for accurate mobile image geo-tagging in urban areas. The approach is able to provide a comprehensive set of geo-context information based on the current image, including the real location of the camera and the viewing angle, as well as the location of the captured scene. Moreover, the parsed building facades and their geometric structures can also be estimated. First, for the image to be geo-tagged, we perform partial duplicate image retrieval to filter crowd-sourced images capturing the same scene. We then employ the structure-from-motion technique to reconstruct a sparse 3D point cloud of the scene. Meanwhile, the geometric structure of the query image is analyzed to extract building facades. Finally, by combining the reconstructed 3D scene model and the extracted structure information, we can register the camera location and viewing direction to a real-world map. The captured building location and facade orientation are also aligned. The effectiveness of the proposed system is demonstrated by experiment results. 相似文献
109.
在EV-DO网络中,信令监测系统对于用户数据业务运营的分析尤为重要。针对EV-DO网络中的重要数据接口R-P接口间A11及PPP信令CDR(Call Data Record)的合成,结合主叫和寻呼过程的业务特征,提出一系列优化及改进方案。经过EV-DO现网数据的测试以及产生的相应实验结果表明,优化信令与业务数据消息间的关联机制,缩短了数据网络寻呼与用户主叫业务信令的追踪统计时间最高可达30 s,指标的细化提升了故障定位准确性。这项改进方案对于优化网络运维的分析平台有着重要意义。 相似文献
110.