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Millimeter-wave modeling based on transformer model for InP high electron mobility transistor
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作者 ZHANG Ya-Xue ZHANG Ao GAO Jian-Jun 《红外与毫米波学报》 北大核心 2025年第4期534-539,共6页
In this paper,the small-signal modeling of the Indium Phosphide High Electron Mobility Transistor(InP HEMT)based on the Transformer neural network model is investigated.The AC S-parameters of the HEMT device are train... In this paper,the small-signal modeling of the Indium Phosphide High Electron Mobility Transistor(InP HEMT)based on the Transformer neural network model is investigated.The AC S-parameters of the HEMT device are trained and validated using the Transformer model.In the proposed model,the eight-layer transformer encoders are connected in series and the encoder layer of each Transformer consists of the multi-head attention layer and the feed-forward neural network layer.The experimental results show that the measured and modeled S-parameters of the HEMT device match well in the frequency range of 0.5-40 GHz,with the errors versus frequency less than 1%.Compared with other models,good accuracy can be achieved to verify the effectiveness of the proposed model. 展开更多
关键词 transformer model neural network high electron mobility transistor(HEMT) small signal model
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The influence ofⅤ/Ⅲratio on electron mobility of the InAs_(x)Sb_(1-x)layers grown on GaAs substrate by molecular beam epitaxy
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作者 ZHANG Jing YANG Zhi +3 位作者 ZHENG Li-Ming ZHU Xiao-Juan WANG Ping YANG Lin 《红外与毫米波学报》 北大核心 2025年第1期25-32,共8页
This paper discusses the influence of Sb/In ratio on the transport properties and crystal quality of the 200 nm InAs_(x)Sb_(1-x)thin film.The Sb content of InAs_(x)Sb_(1-x)thin film in all samples was verified by HRXR... This paper discusses the influence of Sb/In ratio on the transport properties and crystal quality of the 200 nm InAs_(x)Sb_(1-x)thin film.The Sb content of InAs_(x)Sb_(1-x)thin film in all samples was verified by HRXRD of the symmetrical 004 reflections and asymmetrical 115 reflections.The calculation results show that the Sb component was 0.6 in the InAs_(x)Sb_(1-x)thin film grown under the conditions of Sb/In ratio of 6 and As/In ratio of 3,which has the highest electron mobility(28560 cm^(2)/V·s)at 300 K.At the same time,the influence ofⅤ/Ⅲratio on the transport properties and crystal quality of Al_(0.2)In_(0.8)Sb/InAs_(x)Sb_(1-x)quantum well heterostructures also has been investigated.As a result,the Al_(0.2)In_(0.8)Sb/InAs_(0.4)Sb_(0.6)quantum well heterostructure with a channel thickness of 30 nm grown under the conditions of Sb/In ratio of 6 and As/In ratio of 3 has a maximum electron mobility of 28300 cm^(2)/V·s and a minimum RMS roughness of 0.68 nm.Through optimizing the growth conditions,our samples have higher electron mobility and smoother surface morphology. 展开更多
关键词 molecular beam epitaxy InAs_(x)Sb_(1-x) Ⅴ/Ⅲratio high electron mobility
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Oxygen vacancy induced carrier mobility enhancement in nano-multilayered ZrO_(2):Y_(2)O_(3)/SrTiO_(3) thin films for non-volatile memory devices
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作者 YANG Ze-ou HUANG Xiao-zhong +3 位作者 HU Hai-long MA Bing-yang SHANG Hai-long YUE Jian-ling 《Journal of Central South University》 SCIE EI CAS CSCD 2024年第10期3674-3687,共14页
The influence of oxygen vacancy-dominated carrier mobility on the performance of memristors has attractedconsiderable attention.The device’s carrier mobility can be significantly improved by forming a nano-multilayer... The influence of oxygen vacancy-dominated carrier mobility on the performance of memristors has attractedconsiderable attention.The device’s carrier mobility can be significantly improved by forming a nano-multilayeredheterostructure when the individual layer thickness is below a critical value.In this work,Pt/[ZrO_(2):Y_(2)O_(3)(YSZ)/SrTiO_(3)(STO)]n/Nb:SrTiO_(3)(NSTO)memristive devices were configurated through laser pulse deposited YSZ/STO nanomultilayeredactive layer with both Pt and NSTO acting as top and counter electrodes.Specifically,the Pt/[YSZ/STO]5/NSTO device with five consecutive layers of YSZ/STO thin film shows superior memristor performance,and itscorresponding carrier mobility presents a significantly enhanced value compared to that of other periodic numbers ofYSZ/STO composed memristive devices.This can be attributed to the increase of oxygen vacancy concentration in thedevice,as evidenced by both experimental results and theoretical analysis.This work provides a significant approach inimproving the performance of memristor dominated by oxygen vacancy transporting mechanism. 展开更多
关键词 YSZ/STO nano-multilayered thin film MEMRISTOR oxygen vacancy carrier mobility
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New multicast scheme based on Dynamic mobility prediction in mobile IPv6 environment 被引量:2
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作者 黄国盛 陈志刚 +3 位作者 赵明 王路露 霍英 刘安丰 《Journal of Central South University of Technology》 EI 2007年第3期386-392,共7页
A new mobile multicast scheme called mobility prediction based mobile multicast(MPBMM) was proposed. In MPBMM, when a mobile node (MN) roams among subnets during a multicast session, MN predicts the next subnet, to wh... A new mobile multicast scheme called mobility prediction based mobile multicast(MPBMM) was proposed. In MPBMM, when a mobile node (MN) roams among subnets during a multicast session, MN predicts the next subnet, to which MN will attach, by the information of its position and mobility speed, consequently speeds up the handoff procedure. Simulation results show that the proposed scheme can minimize the loss of multicast packets, reduce the delay of subnet handoff, decrease the frequency of multicast tree reconfiguration, and optimize the delivery path of multicast packets. When MN moves among subnets at different speeds (from 5 to 25 ms), the maximum loss ratio of multicast packets is less than0.2%, the maximum inter-arrival time of multicast packets is 117 ms, so the proposed scheme can meet the QoS requirements of real-time services. In addition, MPBMM can support the mobility of multicast source. 展开更多
关键词 mobile multicast mobile IPv6 hierarchical structure dynamic mobility prediction
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Evaluation of mobility impact on urban work zones using statistical models 被引量:1
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作者 LIU Pei ZHANG Jian +3 位作者 QU Jun-rong LU Jia-jian CHENG Yang TAN Hua-chun 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第6期1513-1521,共9页
This work correlated the detailed work zone location and time data from the Wis LCS system with the five-min inductive loop detector data. One-sample percentile value test and two-sample Kolmogorov-Smirnov(K-S) test w... This work correlated the detailed work zone location and time data from the Wis LCS system with the five-min inductive loop detector data. One-sample percentile value test and two-sample Kolmogorov-Smirnov(K-S) test were applied to compare the speed and flow characteristics between work zone and non-work zone conditions. Furthermore, we analyzed the mobility characteristics of freeway work zones within the urban area of Milwaukee, WI, USA. More than 50% of investigated work zones have experienced speed reduction and 15%-30% is necessary reduced volumes. Speed reduction was more significant within and at the downstream of work zones than at the upstream. 展开更多
关键词 ITS data mobility IMPACT WORK ZONE STATISTICAL model
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Interference management via access control and mobility prediction in two-tier heterogeneous networks 被引量:1
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作者 肖竹 陈杰 +2 位作者 王东 李仁发 易克初 《Journal of Central South University》 SCIE EI CAS 2014年第8期3169-3177,共9页
Abstract: Two-tier heterogeneous networks (HetNets), where the current cellular networks, i.e., macrocells, are overlapped with a large number of randomly distributed femtocells, can potentially bring significant b... Abstract: Two-tier heterogeneous networks (HetNets), where the current cellular networks, i.e., macrocells, are overlapped with a large number of randomly distributed femtocells, can potentially bring significant benefits to spectral utilization and system capacity. The interference management and access control for open and closed femtocells in two-tier HetNets were focused. The contributions consist of two parts. Firstly, in order to reduce the uplink interference caused by MUEs (macrocell user equipments) at closed femtocells, an incentive mechanism to implement interference mitigation was proposed. It encourages femtoeells that work with closed-subscriber-group (CSG) to allow the interfering MUEs access in but only via uplink, which can reduce the interference significantly and also benefit the marco-tier. The interference issue was then studied in open-subscriber-group (OSG) femtocells from the perspective of handover and mobility prediction. Inbound handover provides an alternative solution for open femtocells when interference turns up, while this accompanies with PCI (physical cell identity) confusion during inbound handover. To reduce the PCI confusion, a dynamic PCI allocation scheme was proposed, by which the high handin femtocells have the dedicated PCI while the others share the reuse PCIs. A Markov chain based mobility prediction algorithm was designed to decide whether the femtoeell status is with high handover requests. Numerical analysis reveals that the UL interference is managed well for the CSG femtocell and the PCI confusion issue is mitigated greatly in OSG femtocell compared to the conventional approaches. 展开更多
关键词 FEMTOCELL MACROCELL interference management heterogeneous networks access control HANDOVER mobility prediction
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Chemical fractions and potential mobility of lead in soils irrigated by sewage in Pearl River Delta,South China 被引量:1
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作者 黄冠星 陈宗宇 +3 位作者 孙继朝 刘景涛 张玉玺 王金翠 《Journal of Central South University》 SCIE EI CAS 2012年第9期2620-2626,共7页
The chemical fractions,i.e.,water soluble(WS),exchangeable(Ex),carbonate(Car),weakly organic(WO),Fe-Mn oxide(FMO),strongly organic(SO),residual(Res) fraction,of Pb in irrigated soils in South China were investigated b... The chemical fractions,i.e.,water soluble(WS),exchangeable(Ex),carbonate(Car),weakly organic(WO),Fe-Mn oxide(FMO),strongly organic(SO),residual(Res) fraction,of Pb in irrigated soils in South China were investigated by a modified Tessier sequential extraction technique.The results show that the chemical fraction of Pb in soil is mainly the Res fraction and followed by FMO fraction,and the WS,WO,FMO,and SO fractions in topsoils(0-10 cm) are higher than those in subsoils(30-40 cm).The sum of contents of WS and Ex fractions(SWE) in topsoils is significantly positively related with that in subsoils,indicating the strong mobility of Pb in WS and Ex fractions in soils,and the SWE in soils is higher than the German trigger value for the transfer path soil-plant,indicating the high bioavailability of Pb in soils of this area.Fortunately,SWE and the ratio of WS and Ex fractions(RWE) to the sum of all fractions generally decrease with the soil depth in soil profile and the RWE in soil profile is lower than 0.5%,indicating the low pollution risk for Pb in groundwater.In addition,soil particles,pH and Fe2O3 play an important role in the impact of mobility and chemical fractions of Pb in soils. 展开更多
关键词 chemical fractions mobility LEAD irrigated soil soil profile
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Virtual reality mobility model for wireless ad hoc networks 被引量:1
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作者 Yu Ziyue Gong Bo He Xingui 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2008年第4期819-826,共8页
For wireless ad hoc networks simulation, node's mobility pattern and traffic pattern are two key elements. A new simulation model is presented based on the virtual reality collision detection algorithm in obstacle en... For wireless ad hoc networks simulation, node's mobility pattern and traffic pattern are two key elements. A new simulation model is presented based on the virtual reality collision detection algorithm in obstacle environment, and the model uses the path planning method to avoid obstacles and to compute the node's moving path. Obstacles also affect node's signal propagation. Considering these factors, this study implements the mobility model for wireless ad hoc networks. Simulation results show that the model has a significant impact on the performance of protocols. 展开更多
关键词 wireless ad hoc networks computer simulation network protocols mobility models
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1.0μm gate-length InP-based InGaAs high electron mobility transistors by mental organic chemical vapor deposition 被引量:1
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作者 高成 李海鸥 +1 位作者 黄姣英 刁胜龙 《Journal of Central South University》 SCIE EI CAS 2012年第12期3444-3448,共5页
InGaAs high electron mobility transistors (HEMTs) on InP substrate with very good device performance have been grown by mental organic chemical vapor deposition (MOCVD). Room temperature Hall mobilities of the 2-D... InGaAs high electron mobility transistors (HEMTs) on InP substrate with very good device performance have been grown by mental organic chemical vapor deposition (MOCVD). Room temperature Hall mobilities of the 2-DEG are measured to be over 8 700 cm^2/V-s with sheet carrier densities larger than 4.6× 10^12 cm^ 2. Transistors with 1.0 μm gate length exhibits transconductance up to 842 mS/ram. Excellent depletion-mode operation, with a threshold voltage of-0.3 V and IDss of 673 mA/mm, is realized. The non-alloyed ohmic contact special resistance is as low as 1.66×10^-8 Ω/cm^2, which is so far the lowest ohmic contact special resistance. The unity current gain cut off frequency (fT) and the maximum oscillation frequency (fmax) are 42.7 and 61.3 GHz, respectively. These results are very encouraging toward manufacturing InP-based HEMT by MOCVD. 展开更多
关键词 metamorphic device mental organic chemical vapor deposition high electron mobility transistors InP substrate INGAAS
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A quality of service routing protocol based on mobility prediction in mobile ad hoc networks 被引量:5
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作者 王建新 邓曙光 +1 位作者 陈松乔 陈建二 《Journal of Central South University of Technology》 2003年第1期53-57,共5页
A QoS routing protocol based on mobility prediction is proposed. The protocol selects the steadiest path based on mobility prediction and QoS requirements on bandwidth, delay, and so forth. The main properties of the ... A QoS routing protocol based on mobility prediction is proposed. The protocol selects the steadiest path based on mobility prediction and QoS requirements on bandwidth, delay, and so forth. The main properties of the protocol as follows. (1) Each node just broadcasts its own information, so the packet is very small and can get to the destination in a very short time. (2) When another path is built for the same QoS requirements, the original path has higher priority. (3) The update messages are reduced by using mobility prediction. (4) Data packets carry the information of link change using piggyback, which is helpful for forecasting the link status more accurately. (5) When source node gets Resource Reserve and reconnect packets at the same time, it selects reconnect packet over Resource Reserve packet. The results of simulation show that the protocol has good network performance with low control overload, and efficiently supports transmitting multimedia with QoS requirements in mobile ad hoc networks. 展开更多
关键词 mobile ad HOC networks PREDICTION QoS ROUTING
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Mobility factors of cracked ore in vibrating-ore draw shafts
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作者 吴爱祥 姜立春 陈嘉生 《Journal of Central South University of Technology》 2005年第1期78-82,共5页
The mobile factors of cracked ore in vibrating-ore draw shafts were analyzed. The results show that the mobile coefficient of cracked ores will be mainly influenced by the combination of ore physical factors if the st... The mobile factors of cracked ore in vibrating-ore draw shafts were analyzed. The results show that the mobile coefficient of cracked ores will be mainly influenced by the combination of ore physical factors if the structure dimension and parameters of vibrating ore-draw shafts are sure. It decreases with increasing the cohesion, lump content, lump size and powder content and increases with increasing the porosity. The coefficient decreases with increasing the moisture content, but increases after the moisture content reaches a certain value. Uniform grain leads to better mobility, non-uniform grain leads to worse mobility. The value of the mobile coefficient should be in a range of 0.3-1.1 when designing the vibrating ore-draw shafts. According to correlation degree of grey system (theory,) the effects of factors on the mobility of cracked ore are given in the weight decreasing consequence as follows: moisture content, lump content, distribution of grain size, lump size, porosity, cohesion and powder ore content. It is unreasonable to neglect any one because the values of their weights are not obvious. 展开更多
关键词 vibrating ore-draw SHAFT mobile coefficient gray system theory COHESIVENESS
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High dynamic mobile topology-based clustering algorithm for UAV swarm networks
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作者 CHEN Siji JIANG Bo +2 位作者 XU Hong PANG Tao GAO Mingke 《Journal of Systems Engineering and Electronics》 2025年第4期1103-1112,共10页
Unmanned aerial vehicles(UAVs)have become one of the key technologies to achieve future data collection due to their high mobility,rapid deployment,low cost,and the ability to establish line-of-sight communication lin... Unmanned aerial vehicles(UAVs)have become one of the key technologies to achieve future data collection due to their high mobility,rapid deployment,low cost,and the ability to establish line-of-sight communication links.However,when UAV swarm perform tasks in narrow spaces,they often encounter various spatial obstacles,building shielding materials,and high-speed node movements,which result in intermittent network communication links and cannot support the smooth comple-tion of tasks.In this paper,a high mobility and dynamic topol-ogy of the UAV swarm is particularly considered and the high dynamic mobile topology-based clustering(HDMTC)algorithm is proposed.Simulation and real flight verification results verify that the proposed HDMTC algorithm achieves higher stability of net-work,longer link expiration time(LET),and longer node lifetime,all of which improve the communication performance for UAV swarm networks. 展开更多
关键词 unmanned aerial vehichle(UAV)swarm network UAV clustering mobility virtual tube.
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融合Mobile Vit和倒置门控编解码的视网膜血管分割算法 被引量:1
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作者 梁礼明 阳渊 +2 位作者 朱晨锟 何安军 吴健 《北京航空航天大学学报》 北大核心 2025年第3期712-723,共12页
针对视网膜血管分割时存在背景噪声干扰、边界纹理模糊和微细血管提取难等问题,提出一种融合Mobile Vit和倒置门控编解码的视网膜血管分割算法(FMVG-Net)。改进Mobile Vit模块,在编码部分实现双联合特征提取;利用多谱注意力模块,从频域... 针对视网膜血管分割时存在背景噪声干扰、边界纹理模糊和微细血管提取难等问题,提出一种融合Mobile Vit和倒置门控编解码的视网膜血管分割算法(FMVG-Net)。改进Mobile Vit模块,在编码部分实现双联合特征提取;利用多谱注意力模块,从频域维度减少图像特征信息缺失,精确分割血管前景像素;提出特征自适应融合模块,建立血管纹理上下文依赖关系,提高血管分割灵敏度;优化编解码结构,设计倒置门控编解码模块,进一步捕获空间信息与深层语义信息,提高视网膜血管图像分割精度。在公共数据集DRIVE、STARE和CHASE_DB1上对所提算法进行实验,特异性分别为0.9863、0.9897和0.9873,准确度分别为0.9709、0.9754和0.9760,敏感度分别为0.8109、0.8010和0.8079。仿真实验证明,所提网络对视网膜血管分割具有较好的分割效果,为眼科疾病的诊断提供了新窗口。 展开更多
关键词 视网膜血管 Mobile Vit模块 离散余弦变换 倒置门控编解码模块 特征自适应融合
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基于幅值密度特征的调制格式识别方法
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作者 周顺勇 胡琴 +2 位作者 陆欢 张航领 彭梓洋 《光通信技术》 北大核心 2025年第1期101-106,共6页
为了提升未来弹性光网络的性能,提出了一种基于幅值密度特征的调制格式识别方法。该方法将幅值密度特征作为改进的Mobile Net V2模型的输入,通过特征识别确定调制格式类型,并引入了归一化注意力机制(NAM),实现对传输信号调制格式的精准... 为了提升未来弹性光网络的性能,提出了一种基于幅值密度特征的调制格式识别方法。该方法将幅值密度特征作为改进的Mobile Net V2模型的输入,通过特征识别确定调制格式类型,并引入了归一化注意力机制(NAM),实现对传输信号调制格式的精准识别。在28 GBaud正交相移键控(QPSK)、8电平正交幅度调制(8QAM)、16QAM、32QAM、64QAM和128QAM传输系统中验证了该方案的可行性。实验结果表明:每种调制格式在达到100%识别准确率时所需的最低光信噪比(OSNR)均低于其对应的20%前向纠错(FEC)阈值,而且,在较宽的OSNR范围内达到了99.62%的识别准确率;在存在残余色散的光网络中,该方案仍能保持较高的识别性能。 展开更多
关键词 调制格式识别 光通信 幅值密度特征 Mobile ViT 归一化注意力机制
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出行即服务系统理论与实践:回顾与展望 被引量:2
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作者 王晓霞 张明霞 +3 位作者 李佳雯 许亿欣 王甜 张磊 《生态学报》 CAS CSCD 北大核心 2024年第7期2859-2872,共14页
交通是城市绿色低碳转型中最受关注的领域之一,也是数字化渗透及数字平台最为活跃的领域。出行即服务(Mobility as a Service, MaaS)系统是绿色交通的典型代表,是一种新型交通组织和供给方式,反映了当前出行需求的深刻变化和城市交通组... 交通是城市绿色低碳转型中最受关注的领域之一,也是数字化渗透及数字平台最为活跃的领域。出行即服务(Mobility as a Service, MaaS)系统是绿色交通的典型代表,是一种新型交通组织和供给方式,反映了当前出行需求的深刻变化和城市交通组织范式转变的耦合。全球范围内已出现了上百个大小规模不等和模式各异的MaaS实践创新,北京MaaS是中国持续至今、影响最大的MaaS实践。目前MaaS实践提出的理论和方法主要基于欧美发达国家,无法充分描述和分析中国实践。在文献研究的基础上,延伸纳入了中国经验,提出了具有全球普适性的一个MaaS系统分析框架,强调辨析全球范围内的MaaS异同均可以从三个维度展开,即嵌入的社会背景、发展目标和产生的社会经济环境影响;并应用此框架对国内外五个典型MaaS进行了比较研究,重点解码了北京MaaS的激励机制、商业模式和商业生态。本文旨在推动MaaS理论和研究方法的全球发展,重点提出了四个方面的关注:(1)MaaS系统的发展再次考验着城市交通如何回归其公共属性;(2)MaaS实践嵌入在城市社会背景中,具有明显的差异性。模式选择是对城市既有社会背景和交通格局的继承,但也可能就此发生转向。MaaS打开了一次城市交通转型的机会窗口;(3)MaaS系统的可持续运营依然面临挑战;(4)数字技术带来数据产权、数据隐私和安全等亟待解决的新问题。所有研究案例表明,数字技术的快速发展需要匹配治理模式创新,MaaS生态的协同进化至关重要。 展开更多
关键词 出行即服务(mobility as a Service MaaS)系统 分析框架 北京实践
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香港港铁于5月1日起试行 乘客携带猫、犬同乘轻铁
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《中国工作犬业》 2025年第5期73-73,共1页
中新网宣布,于2025年5月1日起在轻铁推出为期2个月的“猫犬同行”试行计划,让乘客可在周末及公众假期携带猫、犬乘搭轻铁。须于4月11日起透过MTR Mobile应用程序购买“猫犬同行证”,月费99港元可无限次使用,宠主车费需另付。考虑到营运... 中新网宣布,于2025年5月1日起在轻铁推出为期2个月的“猫犬同行”试行计划,让乘客可在周末及公众假期携带猫、犬乘搭轻铁。须于4月11日起透过MTR Mobile应用程序购买“猫犬同行证”,月费99港元可无限次使用,宠主车费需另付。考虑到营运安全及公共卫生,保障猫、犬的乘车安全和减少对其他乘客的影响,港铁为试行计划定下若干规则,包括每位乘客需购买并持有“猫犬同行证”方可携带猫、犬乘搭轻铁;每位同行证持有人每程仅可携带一只猫或一头犬;乘客在进入轻铁月台范围前,须将猫、犬完全放入专用袋或背包内并关好,同时须在每卡轻铁的尾门上下车,并逗留在车厢尾部等。 展开更多
关键词 携带 试行计划 轻铁 乘客 MTR Mobile应用程序
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基于Kriging遗传算法的高速公路应急车道管控优化 被引量:3
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作者 唐进君 胡立鹏 +1 位作者 李明洋 张璇 《系统仿真学报》 CAS CSCD 北大核心 2024年第5期1165-1178,共14页
针对如何在不同交通流状况下有效提高高速公路运行效率和降低安全风险的问题,提出基于Kriging代理模型的遗传算法优化应急车道管控策略。结合应急车道开放策略的时空特性设计数学优化模型,通过引入Kriging代理模型,结合遗传算法搭建优... 针对如何在不同交通流状况下有效提高高速公路运行效率和降低安全风险的问题,提出基于Kriging代理模型的遗传算法优化应急车道管控策略。结合应急车道开放策略的时空特性设计数学优化模型,通过引入Kriging代理模型,结合遗传算法搭建优化框架,采用仿真软件获取数据训练代理模型,以此求解带有开放时间和开放空间双重约束的总行程时间与总碰撞暴露时间最小化问题。对车道控制时间与空间变量的变化频次进行了约束,并对目标函数中效率与安全指标权重变化对优化结果的影响进行了分析。实验表明:该优化方法使路网总行程时间减小14.9%,碰撞暴露时间减小44.2%,控制效果提升。 展开更多
关键词 智慧高速 应急车道 Kriging代理模型 遗传算法 时空约束 SUMO(simulation of urban mobility)
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基于深度强化学习的IRS辅助NOMA-MEC通信资源分配优化 被引量:1
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作者 方娟 刘珍珍 +1 位作者 陈思琪 李硕朋 《北京工业大学学报》 CAS CSCD 北大核心 2024年第8期930-938,共9页
为了解决无法与边缘服务器建立直连通信链路的盲区边缘用户卸载任务的问题,设计了一个基于深度强化学习(deep reinforcement learning, DRL)的智能反射面(intelligent reflecting surface, IRS)辅助非正交多址(non-orthogonal multiple ... 为了解决无法与边缘服务器建立直连通信链路的盲区边缘用户卸载任务的问题,设计了一个基于深度强化学习(deep reinforcement learning, DRL)的智能反射面(intelligent reflecting surface, IRS)辅助非正交多址(non-orthogonal multiple access, NOMA)通信的资源分配优化算法,以获得由系统和速率和能源效率(energy efficiency, EE)加权的最大系统收益,从而实现绿色高效通信。通过深度确定性策略梯度(deep deterministic policy gradient, DDPG)算法联合优化传输功率分配和IRS的反射相移矩阵。仿真结果表明,使用DDPG算法处理移动边缘计算(mobile edge computing, MEC)的通信资源分配优于其他几种对比实验算法。 展开更多
关键词 非正交多址(non-orthogonal multiple access NOMA) 智能反射面(intelligent reflecting surface IRS) 深度确定性策略梯度(deep deterministic policy gradient DDPG)算法 移动边缘计算(mobile edge computing MEC) 能源效率(energy efficiency EE) 系统收益
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高迁移率族蛋白与真核基因表达调控 被引量:19
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作者 徐佳 刘志锋 姜勇 《生物化学与生物物理进展》 SCIE CAS CSCD 北大核心 2005年第5期397-402,共6页
高迁移率族蛋白(high mobility group protein,HMG)是一系列的染色质相关蛋白,广泛存在于真核生物细胞中,含量丰富,因其在聚丙烯酰胺凝胶电泳中的高迁移率而得名.HMG蛋白家族可分为HMGB、HMGA和HMGN三类亚家族,各亚家族有其特征的结构域... 高迁移率族蛋白(high mobility group protein,HMG)是一系列的染色质相关蛋白,广泛存在于真核生物细胞中,含量丰富,因其在聚丙烯酰胺凝胶电泳中的高迁移率而得名.HMG蛋白家族可分为HMGB、HMGA和HMGN三类亚家族,各亚家族有其特征的结构域,这些结构域介导了HMG和DNA或染色质相关区域的相互作用.现已发现这些蛋白质具有多种重要生物学功能,其中几乎所有HMG都可以通过修饰、弯曲或改变染色质/DNA的结构,促进各种蛋白质因子形成大分子复合物来调节基因转录. 展开更多
关键词 基因表达调控 迁移率 聚丙烯酰胺凝胶电泳 mobility 真核生物细胞 group 生物学功能 分子复合物 染色质 相关蛋白 相互作用 基因转录 结构域 蛋白质 DNA 家族 G蛋白 BMG HMG
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P-GaN栅结构GaN基HEMT器件研究进展 被引量:2
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作者 朱彦旭 宋潇萌 +3 位作者 李建伟 谭张杨 李锜轩 李晋恒 《北京工业大学学报》 CAS CSCD 北大核心 2023年第8期926-936,共11页
增强型氮化镓(GaN)基高电子迁移率晶体管(high electron mobility transistor,HEMT)是高频高功率器件与开关器件领域的研究热点,P-GaN栅技术因具备制备工艺简单、可控且工艺重复性好等优势而成为目前最常用且唯一实现商用的GaN基增强型... 增强型氮化镓(GaN)基高电子迁移率晶体管(high electron mobility transistor,HEMT)是高频高功率器件与开关器件领域的研究热点,P-GaN栅技术因具备制备工艺简单、可控且工艺重复性好等优势而成为目前最常用且唯一实现商用的GaN基增强型器件制备方法。首先,概述了当前制约P-GaN栅结构GaN基HEMT器件发展的首要问题,从器件结构与器件制备工艺这2个角度,综述了其性能优化举措方面的最新研究进展。然后,通过对研究进展的分析,总结了当前研究工作面临的挑战以及解决方法。最后,对未来的发展前景、发展方向进行了展望。 展开更多
关键词 氮化镓(GaN) P-GaN栅技术 高电子迁移率晶体管(high electron mobility transistor HEMT) 增强型器件 结构优化 制备工艺优化
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