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基于改进YOLOv8和ByteTrack的桥梁通航船舶识别与追踪 被引量:1
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作者 王浩 王旭 +3 位作者 廖睿轩 茅建校 张一鸣 颜王吉 《东南大学学报(自然科学版)》 北大核心 2025年第5期1380-1387,共8页
针对近年来频发的船桥相撞事故,深入分析了现有桥梁主动防船撞方法的不足,设计并实现了一种基于改进YOLOv8和ByteTrack算法的航道船舶识别与追踪方法。在YOLOv8网络结构的主干网络和颈部网络之间引入了3个卷积块注意力模块(CBAM),以增... 针对近年来频发的船桥相撞事故,深入分析了现有桥梁主动防船撞方法的不足,设计并实现了一种基于改进YOLOv8和ByteTrack算法的航道船舶识别与追踪方法。在YOLOv8网络结构的主干网络和颈部网络之间引入了3个卷积块注意力模块(CBAM),以增强模型对关键特征的捕捉能力。此外,采用了ByteTrack算法来提高船舶追踪的准确性和鲁棒性,并进行对比实验分析。结果表明,改进后的模型在多目标追踪准确性(MOTA)和识别准确度(IDF1)上分别达到了79.8%和84.5%,相比原始YOLOv8模型有了约5%的精度提升,且相比于一些其他主流注意力机制模块也有更大提升。在图像处理速度方面,改进方法相对于多目标追踪算法Bot-SORT算法图像处理速度快约56%,处理相同目标图像耗时更少。 展开更多
关键词 桥梁工程 船舶追踪 深度学习 计算机视觉 YOLOv8 Bytetrack
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A review of current studies on the unmanned aerial vehicle-based moving target tracking methods
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作者 Binbin Yan Yuxin Wei +3 位作者 Shuangxi Liu Wei Huang Ruizhe Feng Xiaoqian Chen 《Defence Technology(防务技术)》 2025年第9期201-219,共19页
Unmanned aerial vehicles(UAVs)have become crucial tools in moving target tracking due to their agility and ability to operate in complex,dynamic environments.UAVs must meet several requirements to achieve stable track... Unmanned aerial vehicles(UAVs)have become crucial tools in moving target tracking due to their agility and ability to operate in complex,dynamic environments.UAVs must meet several requirements to achieve stable tracking,including maintaining continuous target visibility amidst occlusions,ensuring flight safety,and achieving smooth trajectory planning.This paper reviews the latest advancements in UAV-based target tracking,highlighting information prediction,tracking strategies,and swarm cooperation.To address challenges including target visibility and occlusion,real-time prediction and tracking in dynamic environments,flight safety and coordination,resource management and energy efficiency,the paper identifies future research directions aimed at improving the performance,reliability,and scalability of UAV tracking system. 展开更多
关键词 Unmanned aerial vehicle(UAV) tracking methods Moving targets Information prediction tracking strategies Swarm cooperation
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基于改进YOLOv8-Track的芝麻单株蒴果检测计数研究
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作者 李琛昊 王川 +5 位作者 李国强 赵巧丽 杨萍 王凯 常升龙 郑国清 《河南农业科学》 北大核心 2025年第4期155-166,共12页
单株蒴果数是芝麻产量构成的重要因素。为实现单株芝麻蒴果的准确检测计数,使用目标检测、多目标追踪等技术,动态追踪单株蒴果,有助于提高芝麻育种和栽培管理效率。针对芝麻蒴果小目标、生长密集、遮挡重叠等现象,以YOLOv8-Track为基准... 单株蒴果数是芝麻产量构成的重要因素。为实现单株芝麻蒴果的准确检测计数,使用目标检测、多目标追踪等技术,动态追踪单株蒴果,有助于提高芝麻育种和栽培管理效率。针对芝麻蒴果小目标、生长密集、遮挡重叠等现象,以YOLOv8-Track为基准模型,在特征融合网络中引入小目标检测头和Shuffle attention注意力机制,在模型后处理阶段引入MPDIOU损失函数,构建了SD-YOLOv8-Track模型。然后利用模型ByteTrack多目标追踪算法的ID计数方法,以芝麻单株旋转视频作为模型输入,追踪统计芝麻蒴果数。结果表明,以单幅图片为输入,SD-YOLOv8-Track模型检测蒴果的准确率、召回率、平均精度分别为92.25%、92.4%、92.58%,比原模型YOLOv8-Track分别提高5.94、6.6、6.31百分点。以单株旋转视频为输入,SD-YOLOv8-Track模型的多目标追踪准确率、多目标追踪精确率分别为89.42%、88.23%,比原模型分别提高4.23、4.60百分点。SD-YOLOv8-Track模型检测蒴果的平均计数准确率、漏检率、误检率分别为93.27%、3.85%、2.88%,平均计数准确率比原模型提高5.61百分点,漏检率和误检率比原模型分别降低3.84、1.77百分点。改进后的SD-YOLOv8-Track模型具有较好的芝麻单株蒴果检测性能,适用于芝麻单株蒴果的动态完整计数。 展开更多
关键词 芝麻蒴果 检测计数 多目标追踪 动态计数 Shuffle attention MPDIOU YOLOv8-track
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一种基于ByteTrack的前视声呐多目标跟踪算法
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作者 陈美龙 赵新华 叶秀芬 《仪器仪表学报》 北大核心 2025年第7期332-344,共13页
前视声呐在水下远距离目标检测与跟踪中发挥着重要的作用。然而,前视声呐图像序列帧率较低、目标特征不清晰,容易出现目标丢失的问题。在使用前视声呐进行目标跟踪时,需要对声呐载体旋转和目标遮挡进行补偿,避免目标丢失。为解决以上问... 前视声呐在水下远距离目标检测与跟踪中发挥着重要的作用。然而,前视声呐图像序列帧率较低、目标特征不清晰,容易出现目标丢失的问题。在使用前视声呐进行目标跟踪时,需要对声呐载体旋转和目标遮挡进行补偿,避免目标丢失。为解决以上问题,结合声呐图像序列的特征和目标特征,改进现有的跟踪算法。针对ByteTrack算法应用在声呐跟踪上容易出现目标丢失问题,结合前视声呐图像特征,改进关联方式,在第1关联提出了一种基于卡尔曼滤波的运动特征和目标外观特征结合的方式作相似性度量,提升了跟踪的准确性。针对前视声呐载体旋转导致目标运动过快的问题,利用声呐姿态数据对ByteTrack算法加入旋转补偿,提升了匹配的准确性;最后,通过相似性度量算法对比实验,证明了改进后的关联方式和目标外观特征结合的方式的优越性。对比了DeepSort、TransTrack和ByteTrack主流目标跟踪算法,改进后的模型跟踪准确度为76.8%,跟踪召回率为80.6%;改进后的ByteTrack与改进前的ByteTrack相比,跟踪精度提升了9.4%,召回率提升了10.8%,ID切换次数降低了46%。检测与跟踪融合实验表明,改进后的目标检测跟踪融合算法拥有更低的漏检率、误检率,更低的身份切换次数,更能适应前视声呐水下目标的检测和跟踪场景。 展开更多
关键词 前视声呐 目标跟踪 Bytetrack 图像序列
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基于ByteTrack和改进YOLOv11算法的行人跟踪算法研究
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作者 刘兆金 谭钦红 +1 位作者 朱嘉浩 李会兵 《激光杂志》 北大核心 2025年第10期56-62,共7页
多目标跟踪(Multi-Object Tracking,MOT)在自动驾驶和智能监控等领域具有广泛应用。针对传统的行人检测与跟踪方法存在复杂度高、人群密集时易漏检以及遮挡影响严重等问题,提出一种基于改进YOLOv11和ByteTrack算法的行人检测与跟踪方法... 多目标跟踪(Multi-Object Tracking,MOT)在自动驾驶和智能监控等领域具有广泛应用。针对传统的行人检测与跟踪方法存在复杂度高、人群密集时易漏检以及遮挡影响严重等问题,提出一种基于改进YOLOv11和ByteTrack算法的行人检测与跟踪方法。在行人检测阶段,将标准卷积(Convolution,Conv)模块替换为ADown模块,以降低算法复杂度;在C2PSA模块中引入多尺度注意力(Efficient Multi-scale Attention,EMA)机制,进一步降低计算开销的同时,保留丰富的通道信息;采用动态目标检测头(DynamicHead,DyHead)提升行人检测精度,缓解摄像头拍摄场景下的漏检问题。在行人跟踪阶段,将ByteTrack算法与改进的YOLOv11算法结合,以实现鲁棒的行人跟踪。改进后的YOLOv11模型在mAP50提高2.2%,参数量减少25.2%,在复杂度与准确性方面能够满足实际应用需求。 展开更多
关键词 行人检测与跟踪 多尺度注意力 YOLOv11 Bytetrack
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Fault-observer-based iterative learning model predictive controller for trajectory tracking of hypersonic vehicles 被引量:2
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作者 CUI Peng GAO Changsheng AN Ruoming 《Journal of Systems Engineering and Electronics》 2025年第3期803-813,共11页
This work proposes the application of an iterative learning model predictive control(ILMPC)approach based on an adaptive fault observer(FOBILMPC)for fault-tolerant control and trajectory tracking in air-breathing hype... This work proposes the application of an iterative learning model predictive control(ILMPC)approach based on an adaptive fault observer(FOBILMPC)for fault-tolerant control and trajectory tracking in air-breathing hypersonic vehicles.In order to increase the control amount,this online control legislation makes use of model predictive control(MPC)that is based on the concept of iterative learning control(ILC).By using offline data to decrease the linearized model’s faults,the strategy may effectively increase the robustness of the control system and guarantee that disturbances can be suppressed.An adaptive fault observer is created based on the suggested ILMPC approach in order to enhance overall fault tolerance by estimating and compensating for actuator disturbance and fault degree.During the derivation process,a linearized model of longitudinal dynamics is established.The suggested ILMPC approach is likely to be used in the design of hypersonic vehicle control systems since numerical simulations have demonstrated that it can decrease tracking error and speed up convergence when compared to the offline controller. 展开更多
关键词 hypersonic vehicle actuator fault tracking control iterative learning control(ILC) model predictive control(MPC) fault observer
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Co-phasing method for sparse aperture optical systems based on multichannel fringe tracking
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作者 AN Qi-chang WANG Kun +2 位作者 LIU Xin-yue LI Hong-wen ZHU Jia-kang 《中国光学(中英文)》 北大核心 2025年第2期401-413,共13页
To realize effective co-phasing adjustment in large-aperture sparse-aperture telescopes,a multichannel stripe tracking approach is employed,allowing simultaneous interferometric measurements of multiple optical paths ... To realize effective co-phasing adjustment in large-aperture sparse-aperture telescopes,a multichannel stripe tracking approach is employed,allowing simultaneous interferometric measurements of multiple optical paths and circumventing the need for pairwise measurements along the mirror boundaries in traditional interferometric methods.This approach enhances detection efficiency and reduces system complexity.Here,the principles of the multibeam interference process and construction of a co-phasing detection module based on direct optical fiber connections were analyzed using wavefront optics theory.Error analysis was conducted on the system surface obtained through multipath interference.Potential applications of the interferometric method were explored.Finally,the principle was verified by experiment,an interferometric fringe contrast better than 0.4 is achieved through flat field calibration and incoherent digital synthesis.The dynamic range of the measurement exceeds 10 times of the center wavelength of the working band(1550 nm).Moreover,a resolution better than one-tenth of the working center wavelength(1550 nm)was achieved.Simultaneous three-beam interference can be achieved,leading to a 50%improvement in detection efficiency.This method can effectively enhance the efficiency of sparse aperture telescope co-phasing,meeting the requirements for observations of 8-10 m telescopes.This study provides a technological foundation for observing distant and faint celestial objects. 展开更多
关键词 stripe tracking wavefront aberration sparse aperture telescope co-phasing adjustment
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Development of an active-detection mid-wave infrared search and track system based on "cat-eye effect"
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作者 ZHOU Pan-Wei DING Xue-Zhuan +1 位作者 LI Fan-Ming YE Xi-Sheng 《红外与毫米波学报》 北大核心 2025年第4期617-629,共13页
In order to meet the urgent need of infrared search and track applications for accurate identification and positioning of infrared guidance aircraft,an active-detection mid-wave infrared search and track system(ADMWIR... In order to meet the urgent need of infrared search and track applications for accurate identification and positioning of infrared guidance aircraft,an active-detection mid-wave infrared search and track system(ADMWIRSTS)based on"cat-eye effect"was developed.The ADMWIRSTS mainly consists of both a light beam control subsystem and an infrared search and track subsystem.The light beam control subsystem uses an integrated opto-mechanical two-dimensional pointing mirror to realize the control function of the azimuth and pitch directions of the system,which can cover the whole airspace range of 360°×90°.The infrared search and track subsystem uses two mid-wave infrared cooled 640×512 focal plane detectors for co-aperture beam expanding,infrared and illumination laser beam combining,infrared search,and two-stage track opto-mechanical design.In this work,the system integration design and structural finite-element analysis were conducted,the search imaging and two-stage track imaging for external scenes were performed,and the active-detection technologies were experimentally verified in the laboratory.The experimental investigation results show that the system can realize the infrared search and track imaging,and the accurate identification and positioning of the mid-wave infrared guidance,or infrared detection system through the echo of the illumination laser.The aforementioned work has important technical significance and practical application value for the development of compactly-integrated high-precision infrared search and track,and laser suppression system,and has broad application prospects in the protection of equipment,assets and infrastructures. 展开更多
关键词 active-detection mid-wave infrared search and track "cat-eye effect" illumination laser light beam control
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Localization and tracking of multiple quadrotors with collision avoidance:Theory and experiment
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作者 Guang Yang Juntong Qi +4 位作者 Mingming Wang Yan Peng Chong Wu Yuan Ping Hailong Huang 《Defence Technology(防务技术)》 2025年第8期338-350,共13页
Multiple quadrotors target encirclement is widely used in the intelligent field,as it can effectively monitor and control target behavior.However,it faces the danger of collision,as well as difficulties in localizatio... Multiple quadrotors target encirclement is widely used in the intelligent field,as it can effectively monitor and control target behavior.However,it faces the danger of collision,as well as difficulties in localization and tracking.Therefore,we propose a complete target encirclement method.Firstly,based on Hooke's law,a collision avoidance controller is designed to maintain a safe flying distance among quadrotors.Then,based on the consensus theory,a formation tracking controller is designed to meet the requirements of formation transformation and encirclement tasks,and a stability proof based on Lyapunov was provided.Besides,the target detection is designed based on YOLOv5s,and the target location model is constructed based on the principle of pinhole projection and triangle similarity.Finally,we conducted experiments on the built platform,with 3 reconnaissance quadrotors detecting and localization 3 target vehicles and 7 hunter quadrotors tracking them.The results show that the minimum average error for localization targets with reconnaissance quadrotors can reach 0.1354 m,while the minimum average error for tracking with hunter quadrotors is only 0.2960 m.No quadrotors collision occurred in the whole formation transformation and tracking experiment.In addition,compared with the advanced methods,the proposed method has better performance. 展开更多
关键词 Multiple quadrotors Collision avoidance Target localization trackING Outdoor experiments
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基于YOLO v9c和改进ByteTrack的群养羊只多目标跟踪方法
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作者 郑芳 夏传宇 +3 位作者 杜小勇 周勇 田芳 李国亮 《农业机械学报》 北大核心 2025年第10期585-595,共11页
基于视频的群养羊只跟踪对于规模化、智能化、无人化养殖具有重要作用。然而,由于羊群存在严重的遮挡、重叠及移动速度过快等问题,在复杂场景下对多只羊只进行精确跟踪较为困难。针对上述问题,为提高跟踪技术对群养羊只的适应性,本文提... 基于视频的群养羊只跟踪对于规模化、智能化、无人化养殖具有重要作用。然而,由于羊群存在严重的遮挡、重叠及移动速度过快等问题,在复杂场景下对多只羊只进行精确跟踪较为困难。针对上述问题,为提高跟踪技术对群养羊只的适应性,本文提出一种基于YOLO v9c与改进ByteTrack相结合的羊只多目标跟踪方法。在目标检测方面,将羊只的行为划分为站立、躺卧和进食3种状态。在多目标跟踪方面,对ByteTrack做了两点改进:引入时间距离匹配模块(Time and distance matching module,TDMM),将未匹配成功的高分框与未匹配轨迹按照丢失轨迹的丢失时长与欧氏距离相结合形成身份关联系数矩阵,再次进行匹配;引入ID延时分配机制,除第1帧外,将ID分配模块移至第3次匹配并加入条件,防止ID过早分配。试验结果表明,HOTA为72.051%,MOTA为88.326%,IDF1为88.237%,IDSW为8。与ByteTrack相比MOTA提高0.242个百分点,HOTA提高2.21个百分点,IDF1提高5.734个百分点,ID跳变次数降低了约46.67%。与算法Bot-SORT和OC-SORT相比,HOTA和IDF1有明显上升,并且ID跳变次数大幅降低。多羊只复杂场景情况下测试结果表明,基于改进ByteTrack算法具有良好的多目标跟踪性能,可以有效提高对群养羊只跟踪的准确性和可靠性。该算法在与YOLO v9c目标检测算法结合对群养羊只进行多目标跟踪并保存跟踪结果时,平均帧率为47.1 f/s相较于Bot-SORT算法(34.2 f/s)提高约37.7%。该算法能够实时可靠地监测羊只,为羊只养殖场管理者及时发现羊只行为异常以及监测羊只健康状况提供了有效的技术手段。 展开更多
关键词 群养羊只 目标跟踪 时间距离匹配模块 ID延时分配 YOLO v9c 改进Bytetrack
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Realizing high-speed target tracking by using multi-rate feedforward predictive control for the acquisition, tracking, and pointing system
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作者 Hang Li Gaoliang Peng +4 位作者 Xiaobiao Shan Mingyuan Zhao Wei Zhang Jinghan Wang Feng Cheng 《Defence Technology(防务技术)》 2025年第7期137-151,共15页
The acquisition,tracking,and pointing(ATP)system is widely used in target tracking,counter-UAV operations,and other related fields.As UAV technology develops,there is a growing demand to enhance the tracking capabilit... The acquisition,tracking,and pointing(ATP)system is widely used in target tracking,counter-UAV operations,and other related fields.As UAV technology develops,there is a growing demand to enhance the tracking capabilities of ATP systems.However,in practical applications,ATP systems face various design constraints and functional limitations,making it infeasible to indefinitely improve hardware performance to meet tracking requirements.As a result,tracking algorithms are required to execute increasingly complex tasks.This study introduces a multi-rate feedforward predictive controller to address issues such as low image feedback frequency and significant delays in ATP systems,which lead to tracking jitter,poor tracking performance,low precision,and target loss.At the same time,the pro-posed approach aims to improve the tracking capabilities of ATP systems for high-speed and highly maneuverable targets under conditions of low sampling feedback rates and high feedback delays.The method suggested is also characterized by its low order,fast response,and robustness to model parameter variations.In this study,an actual ATP system is built for target tracking test,and the proposed algorithm is fully validated in terms of simulation and actual system application verification.Results from both simulations and experiments demonstrate that the method effectively compensates for delays and low sampling rates.For targets with relative angular velocities ranging from 0 to 90°/s and angular accelerations between 0 and 470°/s^(2),the system improved tracking accuracy by 70.0%-89.9%at a sampling frequency of 50 Hz and a delay of 30 m s.Moreover,the compensation algorithm demonstrated consistent performance across actuators with varying characteristics,further confirming its robustness to model insensitivity.In summary,the proposed algorithm considerably enhances the tracking accuracy and capability of ATP systems for high-speed and highly maneuverable targets,reducing the probability of target loss from high speed.This approach offers a practical solution for future multi-target tracking across diverse operational scenarios. 展开更多
关键词 Multi-rate systems Predictive feedforward control Target tracking Laser weapon
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Design of a novel discrete dual-switching tracking differentiator
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作者 HAN Kun ZHANG Hao-bo 《Journal of Central South University》 2025年第6期2208-2223,共16页
Signal filtering and differential acquisition are classic yet challenging issues in control engineering.The discrete-time optimal control(DTOC)based on classic tracking differentiator(TD)can effectively extract differ... Signal filtering and differential acquisition are classic yet challenging issues in control engineering.The discrete-time optimal control(DTOC)based on classic tracking differentiator(TD)can effectively extract differentiation signals and filter signals,while eliminating the chattering problem that arises during the discretization of the continuous solution.However,under external disturbance,the convergence mode may change,leading to overshoot and noise amplification.In this paper,a dual-switching strategy is proposed,which can alternate between the base double-integral system and its dual system according to the quadrant of the system’s state.And a novel linearized control law is also introduced,deriving a novel dual-switch tracking differentiator.Further analysis of system convergence and time optimality is provided.Simulation results show that the application of this dual-switching strategy notably reduces overshoot in both tracking and differential signals while enhancing noise filtering performance.Moreover,experiments conducted on a permanent magnet synchronous motor(PMSM)platform,where the proposed TD acts as a filter in the speed feedback loop,demonstrate that the standard deviation between the reference speed and the target speed(at a constant speed of 378 r/min)decreased from 5.63 r/min to 4.93 r/min,compared to the moving average algorithm. 展开更多
关键词 tracking differentiator discrete time optimal control dual-switching strategy speed filtering
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Deformation characteristics and interfacial damage of CRTS II slab track joints under operating temperature conditions
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作者 DONG Bo CHEN Zhi-yuan +3 位作者 ZHU Hao CAI Xiao-pei ZHANG Xing HE Xu 《Journal of Central South University》 2025年第9期3657-3674,共18页
Arching and cracking of joints between slabs have become a problem in China Railway Track System(CRTS)II slab track.The slab track is susceptible to complex temperature variations as a longitudinal continuous structur... Arching and cracking of joints between slabs have become a problem in China Railway Track System(CRTS)II slab track.The slab track is susceptible to complex temperature variations as a longitudinal continuous structure.Based on measured data,a thermal-mechanical coupling model of the track was established.The deformation characteristics and interfacial damage behavior of joints under typical temperature fields were studied.The findings indicate that the annual extreme temperature range of the slab track,fluctuates from−1.4 to 49.8℃.The annual temperature gradient within the vertical depth range of 0 to 0.2 m of the track varies between−16.19℃/m and 30.15℃/m.The vertical deformation of joints is significantly influenced by high temperatures,with a maximum measured deformation of 0.828 mm.The joint seams are primarily affected by low temperatures,which lead to a separation of 0.9 to 1.0 mm.Conversely,interlayer damage of joints is predominantly influenced by elevated temperatures.In summer,the maximum ratio of interface damage area in the joint can reach up to 95%,with the maximum debonding area ratio can be as high as 84%.The research results can provide help for joint damage regularity and deformation control of CRTS II slab track. 展开更多
关键词 CRTS II slab track temperature measurement thermo-mechanical coupling analysis deformation characteristics damage evolution
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Fixed-time distributed average consensus tracking for multiple Euler-Lagrange systems
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作者 SUN Guhao ZENG Qingshuang CAI Zhongze 《Journal of Systems Engineering and Electronics》 2025年第2期523-536,共14页
This paper investigates the sliding-mode-based fixed-time distributed average tracking (DAT) problem for multiple Euler-Lagrange systems in the presence of external distur-bances. The primary objective is to devise co... This paper investigates the sliding-mode-based fixed-time distributed average tracking (DAT) problem for multiple Euler-Lagrange systems in the presence of external distur-bances. The primary objective is to devise controllers for each agent, enabling them to precisely track the average of multiple time-varying reference signals. By averaging these signals, we can mitigate the influence of errors and uncertainties arising dur-ing measurements, thereby enhancing the robustness and stabi-lity of the system. A distributed fixed-time average estimator is proposed to estimate the average value of global reference sig-nals utilizing local information and communication with neigh-bors. Subsequently, a fixed-time sliding mode controller is intro-duced incorporating a state-dependent sliding mode function coupled with a variable exponent coefficient to achieve dis-tributed average tracking of reference signals, and rigorous ana-lytical methods are employed to substantiate the fixed-time sta-bility. Finally, numerical simulation results are provided to vali-date the effectiveness of the proposed methodology, offering insights into its practical application and robust performance. 展开更多
关键词 distributed average tracking(DAT) fixed-time con-vergence Euler-Lagrange systems sliding mode control
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Optimized joint repair effects on damage evolution and arching mechanism of CRTS II slab track under extreme thermal conditions
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作者 CAI Xiao-pei CHEN Ze-lin +3 位作者 CHEN Bo-jing ZHONG Yang-long ZHOU Rui HUANG Yi-chen 《Journal of Central South University》 2025年第6期2273-2287,共15页
To address the issue of extreme thermal-induced arching in CRTS II slab tracks due to joint damage,an optimized joint repair model was proposed.First,the formula for calculating the safe temperature rise of the track ... To address the issue of extreme thermal-induced arching in CRTS II slab tracks due to joint damage,an optimized joint repair model was proposed.First,the formula for calculating the safe temperature rise of the track was derived based on the principle of stationary potential energy.Considering interlayer evolution and structural crack propagation,an optimized joint repair model for the track was established and validated.Subsequently,the impact of joint repair on track damage and arch stability under extreme temperatures was studied,and a comprehensive evaluation of the feasibility of joint repair and the evolution of damage after repair was conducted.The results show that after the joint repair,the temperature rise of the initial damage of the track structure can be increased by 11℃.Under the most unfavorable heating load with a superimposed temperature gradient,the maximum stiffness degradation index SDEG in the track structure is reduced by about 81.16%following joint repair.The joint repair process could effectively reduce the deformation of the slab arching under high temperatures,resulting in a reduction of 93.96%in upward arching deformation.After repair,with the damage to interfacing shear strength,the track arch increases by 2.616 mm. 展开更多
关键词 CRTS II slab track optimized joint repair arching mechanism temperature load damage initiation and evolution
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Impact performance of a floating slab with a longitudinal connection track under fatigue loading
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作者 LI Pei-cheng ZENG Zhi-ping +3 位作者 WANG Wei-dong LI Ping YE Meng-xuan LI Qiu-yi 《Journal of Central South University》 2025年第2期678-690,共13页
In order to accommodate higher speeds,heavier axle weights,and vibration damping criteria,a new floating slab structure was proposed.The new type of floating slab track structure was composed of three prefabricated fl... In order to accommodate higher speeds,heavier axle weights,and vibration damping criteria,a new floating slab structure was proposed.The new type of floating slab track structure was composed of three prefabricated floating slabs longitudinally interconnected with magnesium ammonium phosphate concrete(MPC).This study investigated the dynamic performance of the structure.We constructd a full-scale indoor experimental model to scrutinize the disparities in the impact performance between a longitudinally connected floating slab track and its longitudinally disconnected counterpart.Additionally,a long-term fatigue experiment was conducted to assess the impact performance of longitudinally connected floating slab tracks under fatigue loading.The findings are described in the following.1)The new structure effectively suppresses ground vibrations,exhibiting a well-balanced energy distribution profile.However,the imposition of fatigue loading leads to a reduction in the damping performance of the steel spring damping system,thereby reducing its capacity to attenuate structural vibrations and leading to an increase in ground vibration energy;2)After 107 loading cycles,the attenuation rate of the vibration acceleration for the MPC increases by 171.9%.Conversely,at the corresponding disconnected location,the attenuation rate of ground vibration acceleration decreases by 65.6%.In conclusion,longitudinally connected floating slab tracks exhibit superior vibration reduction performance.While the vibration reduction performance of longitudinally connected floating slab tracks may diminish to some extent during long-term service,these tracks continue to meet specific vibration reduction requirements. 展开更多
关键词 longitudinally connected floating slab track full-scale experimental model fatigue experiment drop hammer in impact dynamic response
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A tracking algorithm based on adaptive Kalman filter with carrier-to-noise ratio estimation under solar radio bursts interference
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作者 ZHU Xuefen LI Ang +2 位作者 LUO Yimei LIN Mengying TU Gangyi 《Journal of Systems Engineering and Electronics》 2025年第4期880-891,共12页
Solar radio burst(SRB)is one of the main natural interference sources of Global Positioning System(GPS)signals and can reduce the signal-to-noise ratio(SNR),directly affecting the tracking performance of GPS receivers... Solar radio burst(SRB)is one of the main natural interference sources of Global Positioning System(GPS)signals and can reduce the signal-to-noise ratio(SNR),directly affecting the tracking performance of GPS receivers.In this paper,a tracking algorithm based on the adaptive Kalman filter(AKF)with carrier-to-noise ratio estimation is proposed and compared with the conventional second-order phase-locked loop tracking algo-rithms and the improved Sage-Husa adaptive Kalman filter(SHAKF)algorithm.It is discovered that when the SRBs occur,the improved SHAKF and the AKF with carrier-to-noise ratio estimation enable stable tracking to loop signals.The conven-tional second-order phase-locked loop tracking algorithms fail to track the receiver signal.The standard deviation of the carrier phase error of the AKF with carrier-to-noise ratio estimation out-performs 50.51%of the improved SHAKF algorithm,showing less fluctuation and better stability.The proposed algorithm is proven to show more excellent adaptability in the severe envi-ronment caused by the SRB occurrence and has better tracking performance. 展开更多
关键词 solar radio burst(SRB) global positioning system(GPS) adaptive Kalman filter(AKF) tracking algorithm.
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基于改进YOLOv8和Byte Track的鲈鱼个体运动特征提取方法 被引量:1
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作者 于佳禾 刘丽伟 +2 位作者 徐玲 于辉辉 陈英义 《农业工程学报》 北大核心 2025年第5期182-190,共9页
鱼类个体运动特征提取是分析鱼类行为的重要环节,为进一步解决鲈鱼行为识别中存在小目标个体和复杂背景导致检测难,以及在多条鲈鱼跟踪过程中因遮挡和非线性运动而频繁发生的ID错误切换问题,该研究提出了一种基于改进YOLOv8和ByteTrack... 鱼类个体运动特征提取是分析鱼类行为的重要环节,为进一步解决鲈鱼行为识别中存在小目标个体和复杂背景导致检测难,以及在多条鲈鱼跟踪过程中因遮挡和非线性运动而频繁发生的ID错误切换问题,该研究提出了一种基于改进YOLOv8和ByteTrack的鱼类个体运动特征提取方法。首先对YOLOv8n模型进行了轻量化优化,用ODConv替换了主干网络的下采样卷积,并用Wise-IoUv3 Loss代替了原有的CIoU Loss,以此降低模型大小并提高检测速度和精度。然后对ByteTrack算法分别进行优化,通过应用扩展和线性卡尔曼滤波来适应目标的非线性运动和加速变化,以及引入高斯轨迹插值后处理策略,减少了遮挡情况下的错误身份切换。改进后的YOLOv8算法在模型大小和参数上与原YOLOv8模型分别降低了约2/3,精度、召回率分别提升了0.4和0.5个百分点,具有较高的检测精度及良好的鲁棒性和实时性。改进后的ByteTrack算法平均多目标跟踪准确率(multiple object tracking accuracy,MOTA)为88.7%,多目标跟踪精度(multiple object tracking precision,MOTP)为83.8%,平均每个测试视频的ID切换次数(identity switches,IDs)仅为37,帧率(frames per second,FPS)为95帧/s,能够满足实时跟踪需求。该研究提出的改进YOLOv8和ByteTrack的鲈鱼个体运动特征提取方法能够在实际养殖场景下实现较为稳定的鲈鱼个体实时跟踪,可为大规模无接触式实际水产养殖监测提供技术支持。 展开更多
关键词 计算机视觉 深度学习 特征提取 目标检测 多目标跟踪
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基于TRACK进行GPS单历元定位 被引量:28
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作者 苏小宁 孟国杰 +1 位作者 胡丛玮 伍吉仓 《大地测量与地球动力学》 CSCD 北大核心 2009年第3期100-103,共4页
利用GPS数据处理软件GAM IT中的运动学定位模块(TRACK),对1 Hz和3 s采样的GPS动态观测点数据进行定位,结果较好地得到了海上浮标和空中运动目标的真实运动轨迹;对静态观测数据包括30 s采样和1Hz的观测数据,依据基线长度小于10 km、10-... 利用GPS数据处理软件GAM IT中的运动学定位模块(TRACK),对1 Hz和3 s采样的GPS动态观测点数据进行定位,结果较好地得到了海上浮标和空中运动目标的真实运动轨迹;对静态观测数据包括30 s采样和1Hz的观测数据,依据基线长度小于10 km、10-100 km之间以及大于100 km 3种情况进行处理,对定位结果精度的误差统计结果表明,在观测数据质量较好的情况下,静态定位水平分量精度能够达到或接近5 mm。 展开更多
关键词 动态定位 静态定位 GPS GAMIT track
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TRACK高频GPS定位中震时参考站的选取方法 被引量:21
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作者 殷海涛 肖根如 +1 位作者 张磊 朱成林 《大地测量与地球动力学》 CSCD 北大核心 2012年第4期15-19,共5页
对于以TRACK软件为代表的差分定位软件来说,震时参考站的选择是高频GPS数据处理中的关键问题。以汶川地震为例,通过对比分析,认为选择观测质量较高,多路径效应小于0.2 m,且间距大于地震波传播速率与持续时间乘积的站点作为参考站,可获... 对于以TRACK软件为代表的差分定位软件来说,震时参考站的选择是高频GPS数据处理中的关键问题。以汶川地震为例,通过对比分析,认为选择观测质量较高,多路径效应小于0.2 m,且间距大于地震波传播速率与持续时间乘积的站点作为参考站,可获得高精度的定位结果。并通过与两种非差软件GIPSY和PANDA的对比,验证了方法的可靠性。 展开更多
关键词 高频GPS track 震时 参考站 地表位移
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