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联合SBAS-InSAR与Offset-Tracking技术的矿区三维形变监测
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作者 季民 车可可 +2 位作者 张兆民 窦凤珂 马梦彤 《大地测量与地球动力学》 北大核心 2026年第5期618-627,共10页
针对常规SBAS-InSAR方法形变监测维度不足,难以有效反映矿区地表三维形变的问题,在SBAS-InSAR技术的基础上,联合Offset-Tracking技术,构建一种融合升降轨SAR数据的三维形变解算方法。以硫磺沟煤矿为例,进行矿区地表三维形变解算实验,得... 针对常规SBAS-InSAR方法形变监测维度不足,难以有效反映矿区地表三维形变的问题,在SBAS-InSAR技术的基础上,联合Offset-Tracking技术,构建一种融合升降轨SAR数据的三维形变解算方法。以硫磺沟煤矿为例,进行矿区地表三维形变解算实验,得到三维形变反演结果,并对沉降量级、影响范围及空间分布进行系统分析。引入水准数据,将三维形变反演结果与传统升降轨SBAS-InSAR二维形变结果进行精度对比验证,分析三维分解方法相对于现有二维分解方法的优势,发现三维解算方法较二维方法更加贴合实际水准数据,反演精度更高。结果表明,构建的三维解算方法在一定程度上提高了SBAS-InSAR的监测精度,拓展了SBAS-InSAR技术的监测维度,为矿区地表形变监测提供了一种新型有效的技术参考。 展开更多
关键词 三维形变监测 矿区形变 SBAS-InSAR Offset-tracking 硫磺沟煤矿
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Robust current tracking control for three-phase grid-connected inverters with LCL filter
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作者 LIU Wei WU Ben +2 位作者 SUN Wei-jie XUE Ying CAI Feng-huang 《控制理论与应用》 北大核心 2026年第1期41-51,共11页
This article investigates the robust current tracking control problem of three-phase grid-connected inverters with LCL filter under external disturbance by a dynamic state feedback control method.First,this paper cons... This article investigates the robust current tracking control problem of three-phase grid-connected inverters with LCL filter under external disturbance by a dynamic state feedback control method.First,this paper constructs an internal model to learn the information of the states and input of the grid-connected inverter under steady state.Second,by utilizing the internal model principle,the paper turns the tracking control problem into the robust stabilization control problem based on some appropriate coordinate transformations.Then,The paper designs a dynamics state feedback control law to deal with this robust stabilization problem,and thus the solution of the robust current tracking control problem of three-phase grid-connected inverters can be obtained.This control method can ensure the asymptotic stability of the closedloop system.Finally,the paper illustrates the effectiveness of the proposed control approach through several groups of simulations,and compares it with the feedforward control method to verify the robustness of the proposed control method to uncertain parameters. 展开更多
关键词 grid-connected inverter internal model principle current tracking disturbance suppression robust control
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基于改进ByteTrack与YOLOv10的无人机多目标跟踪算法
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作者 张忠民 叶聪 《兵工学报》 北大核心 2026年第1期261-271,共11页
无人机多目标跟踪技术是无人机领域的一个重要研究方向,目前大多数多目标跟踪技术难以平衡跟踪任务的精度和实时性。针对此问题,设计小目标检测算法MT-YOLOv10,采用轻量化特征融合模块MSKFF(Multi-Selective Kernel Feature Fusion)增... 无人机多目标跟踪技术是无人机领域的一个重要研究方向,目前大多数多目标跟踪技术难以平衡跟踪任务的精度和实时性。针对此问题,设计小目标检测算法MT-YOLOv10,采用轻量化特征融合模块MSKFF(Multi-Selective Kernel Feature Fusion)增强特征融合效果,提升无人机空中检测能力。在跟踪算法中,通过向卡尔曼滤波引入自适应因数增强对噪声的自适应能力,同时改变卡尔曼滤波输入的状态向量以及引入轨迹置信度信息,提升对目标位置的预测能力,改进后的跟踪算法命名为PAC-ByteTrack。MT-YOLOv10在VisDrone2019-DET数据集上的检测实验结果显示其精度和mAP 50较基线算法提升4.3%和6.5%。将MT-YOLOv10和PAC-ByteTrack相结合,在VisDrone2019-MOT(Multi-Object Tracking)和UAVDT两大无人机数据集上展开测评,其HOTA(Harmonized Overlap and Tracking Aumulator)分别提升4.467%和1.831%,性能优于大多数现有跟踪算法。新算法实现了稳定连续的跟踪,为无人机跟踪任务提供了新的解决方案。 展开更多
关键词 无人机 YOLOv10 Bytetrack 卡尔曼滤波 多目标跟踪
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A review of current studies on the unmanned aerial vehicle-based moving target tracking methods 被引量:3
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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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Fault-observer-based iterative learning model predictive controller for trajectory tracking of hypersonic vehicles 被引量:4
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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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Targeted Modulation Strategy of Interior Sound Field Based on Binaural Position Tracking
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作者 LI Xu WU Xudong +1 位作者 HUANG Jin FENG Qitao 《同济大学学报(自然科学版)》 北大核心 2025年第S1期102-113,共12页
Interior acoustics modulation through sound field reproduction represents a crucial component of vehicular intelligent cockpits.However,challenges regarding solution accuracy and control robustness in practical applic... Interior acoustics modulation through sound field reproduction represents a crucial component of vehicular intelligent cockpits.However,challenges regarding solution accuracy and control robustness in practical applications require further investigation.To address the impact of occupant postural changes on sound field reproduction performance,this paper presents a targeted modulation strategy based on mapping relationships between facial features and binaural positions.This approach aims to optimize reproductive performance by adjusting control parameters in response to occupant postural variations.Both simulation and experimental results demonstrate that,with the maindriving and co-driving positions designated as acoustic reproduction regions,the proposed control framework effectively enhances inter-regional acoustic contrast within the target frequency range through numerical computation of subject binaural positions. 展开更多
关键词 vehicular intelligent cockpit sound field reproduction targeted modulation binaural tracking
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Nonnegative Group Lasso and Application in Index Tracking
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作者 GAO Ruiyao QI Kai TU Jingwen 《应用概率统计》 北大核心 2025年第6期890-909,共20页
Index tracking is known to be a passive portfolio management strategy by replicating the performance of a real or virtual index.However,the full replication,which considers all the asserts consisted of the index,often... Index tracking is known to be a passive portfolio management strategy by replicating the performance of a real or virtual index.However,the full replication,which considers all the asserts consisted of the index,often suffers from small and illiquid positions and large transaction costs.Thus,it is preferred to purchase sparse portfolios.Besides,existing literature pointed out the phenomenon of the co-movement in assert returns,indicating that the index tracking problems possibly contain group structures together with sparsity.Based on the consideration of the grouping effects and sparsity in index tracking problems,this paper proposes a grouping sparse index tracking model with nonnegative restrictions.We derive a modified version of coordinate decent algorithm for solving the model.The asymptotic properties are also discussed in detail.To show the efficiency of the model,we apply it into the constrained index tracking problem in Shanghai stock market,i.e.tracking SSE 50 Index.By selecting about 10 stocks,the result shows that nonnegative group lasso outperforms nonnegative lasso in assert allocation. 展开更多
关键词 nonnegative group lasso index tracking asymptotic unbiasedness variable selection consistency block-wise coordinate decent algorithm
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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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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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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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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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Hypervelocity impact response and protection for the track steels of rocket sled system via light-gas gun experiments
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作者 Siwei Zhao Yi Zeng +5 位作者 Xuewen Zhou Weixing Zhao Botao Xie Jianbin Jing Yan Chen Yilun Liu 《Defence Technology(防务技术)》 2026年第2期282-293,共12页
Hypervelocity rocket sled systems are critical for testing advanced military technologies,yet track damage at speeds exceeding Mach 5 remains a significant challenge for system reliability and performance.In this stud... Hypervelocity rocket sled systems are critical for testing advanced military technologies,yet track damage at speeds exceeding Mach 5 remains a significant challenge for system reliability and performance.In this study,we investigated the hypervelocity impact response and protection for highstrength U71 Mn or bainitic steel used in rocket sled tracks.Flyer plate impact experiments using a two-stage light-gas gun were conducted to study the hypervelocity collision response,followed by the microstructural characterization via optical microscope,scanning electron microscopy equipped with electron backscatter diffraction to reveal underlying damage mechanisms.Then,the calibrated thermalmechanical coupled finite element simulations using the Johnson-Cook constitutive model and MieGrüneisen equation of state were carried out.Results indicated that bainitic steel exhibits superior impact resistance with predominantly smooth scratch-dominated damage due to its higher ductility.In contrast,U71 Mn suffered significant material spallation and crack propagation arising from brittle fracture mechanisms.Zinc-rich epoxy primer coatings effectively mitigated stress concentration and temperature rise in the substrate at impacting velocities below 2.4 km/s,so as to suppress the microstructural damage such as adiabatic shear bands and dynamic recrystallization.However,coating protection diminished at ultra-high-speed impacts due to the coating failure.Dimensional analysis established quantitative relationships of the gouge damage size to projectile mass,impact velocity,and material yield strength.This study provides in-depth insights into damage mechanisms in hypervelocity rail systems,demonstrating that bainitic steel combined with protective coatings can significantly enhance impact resistance and system reliability,offering valuable guidance for the design and optimization of hypervelocity testing platforms. 展开更多
关键词 Hypervelocity rocket sled Gouge of the track steels Two-stage light-gas gun Microstructural characterization Coating protection
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Sensitivity analysis of vibration characteristics and dynamic responses of a tracked vehicle
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作者 Xun Wang Xue Rui +3 位作者 Jinghong Wang Xiaoting Rui Guoping Wang Pingxin Wang 《Defence Technology(防务技术)》 2026年第3期323-348,共26页
This study aims to establish an integrated sensitivity analysis framework for optimization and design of the dynamic performance of mechanical systems such as tracked vehicles,by combining the direct differentiation m... This study aims to establish an integrated sensitivity analysis framework for optimization and design of the dynamic performance of mechanical systems such as tracked vehicles,by combining the direct differentiation method(DDM)with the linear multibody system transfer matrix method(linear MSTMM).The rigid-flexible coupled multibody system dynamics model of a tracked vehicle is established using the linear MSTMM and validated through the modal test.Building upon the existing DDM-based eigenvalue sensitivity analysis method within the linear MSTMM,the DDM is embedded into it to enable programmable and efficient computation of dynamic response sensitivities for mechanical systems.The proposed approach is used to quantitatively evaluate the sensitivities of both natural vibration characteristics(e.g.,natural frequencies and mode shapes)and transient dynamic responses of the tracked vehicle with respect to system parameters,successfully identifying critical structural parameters.Compared to conventional finite difference methods,the developed methodology eliminates sensitivity to perturbation step sizes.The contributions of this work lie in establishing a unified theoretical foundation and analysis framework for guiding dynamics optimization and design of mechanical systems,and extending the applicability of the linear MSTMM to sensitivity analysis of transient dynamic responses. 展开更多
关键词 tracked vehicle Sensitivity analysis Vibration characteristics Dynamic responses Direct differentiation method Linear multibody system transfer matrix method
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基于改进YOLOv8n—ByteTrack模型的海参原位计数方法
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作者 刘可心 王芳 +3 位作者 洪胜呈 林远山 张德轩 黄友富 《中国农机化学报》 北大核心 2026年第3期89-96,共8页
针对海参养殖中人工计数效率低、成本高的问题,提出一种基于改进YOLOv8n与ByteTrack的动态原位计数方法,旨在复杂水下环境中实现高精度的自动化计数。首先,使用GhostConv和GhostC3替换YOLOv8n中的Conv和C2f以减少模型的浮点计算量、参数... 针对海参养殖中人工计数效率低、成本高的问题,提出一种基于改进YOLOv8n与ByteTrack的动态原位计数方法,旨在复杂水下环境中实现高精度的自动化计数。首先,使用GhostConv和GhostC3替换YOLOv8n中的Conv和C2f以减少模型的浮点计算量、参数量,同时使用焦点调制(FM)模块替换YOLOv8n中快速空间金字塔池化(SPPF)模块,并引入SE注意力机制以提高对海参的识别准确率。其次,改进ByteTrack跟踪中的卡尔曼滤波模型,提升跟踪性能。试验结果表明,改进后的模型在检测任务中的平均精度均值、精确率、召回率分别达到88.90%、93.20%和81.20%,在多目标跟踪任务中,高阶跟踪精度、多目标追踪精度和IDF1得分及帧率分别提升为69.95%、72.68%、84.43%和49.84帧/s。在真实养殖场景测试中,模型的计数精度达95.58%,平均绝对误差为2.00,均方根误差仅为2.55。该研究方法能够以更快的速度和更高的准确性统计视频中养殖海参数量,为海参养殖的智慧管理提供科学决策依据。 展开更多
关键词 海参计数 原位计数 无人船 目标检测 多目标跟踪
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基于改进YOLO v8n-ByteTrack的温室番茄果实巡检计数方法
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作者 冯青春 李豪博 +2 位作者 陈诗琪 刘静 李亚军 《农业机械学报》 北大核心 2026年第5期127-137,共11页
番茄果实数量的精确统计是产量评估和智能化管理的重要基础。为实现温室环境下丛生枝叶间果实动态检测与计数,提出了以改进YOLO v8n检测模型和ByteTrack跟踪算法组合为主要框架的番茄果实动态计数方法。在YOLO v8n检测模型中引入小波下... 番茄果实数量的精确统计是产量评估和智能化管理的重要基础。为实现温室环境下丛生枝叶间果实动态检测与计数,提出了以改进YOLO v8n检测模型和ByteTrack跟踪算法组合为主要框架的番茄果实动态计数方法。在YOLO v8n检测模型中引入小波下采样模块和P2检测头,并设计MLLA注意力机制,提高模型在复杂背景下的检测性能,并基于ByteTrack引入自适应低分匹配重试策略。最后,基于改进后的ALRM-Track提出一种基于序列区域匹配机制计数。试验结果表明,改进后的YOLO v8n-MAFP模型在番茄果实数据集上的检测平均精度均值达到96.9%,较原始模型提升2.4个百分点;结合YOLO v8n-MAFP改进的ALRM-Track算法,多目标跟踪准确率提升至88.2%,ID跳变次数减少至2次;采用序列区域匹配机制计数,在5组温室视频试验中的平均绝对误差仅为1.4,平均计数精度达到96.6%,显著优于传统划线计数和区域计数方法。温室环境试验表明,基于改进YOLO v8n-ByteTrack模型适用于温室番茄的估产统计需求。 展开更多
关键词 温室 番茄 果实计数 生产巡检 多目标追踪 YOLO v8n Bytetrack
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融合ByteTrack的EAP-YOLOv8无人机Marker点检测与追踪
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作者 唐心亮 潘晓润 +1 位作者 王建超 苏鹤 《计算机科学》 北大核心 2026年第3期266-276,共11页
随着科技不断发展,无人机的应用越来越广泛,实现无人机的精准动作捕捉成为其核心技术。光学动作捕捉系统在对无人机进行检测与追踪时,由于受到复杂环境、飞行速度等多方面的干扰,会出现对无人机所粘贴的Marker点识别不准确的情况。为了... 随着科技不断发展,无人机的应用越来越广泛,实现无人机的精准动作捕捉成为其核心技术。光学动作捕捉系统在对无人机进行检测与追踪时,由于受到复杂环境、飞行速度等多方面的干扰,会出现对无人机所粘贴的Marker点识别不准确的情况。为了解决这一问题,提出一种基于YOLOv8改进的目标检测算法EAP-YOLOv8,以提高Marker点识别检测的准确率。首先,在骨干部分构建新型通道注意力机制MAP-ECA,增强全局视角信息和不同尺度大小的特征,提升了小目标的检测能力;其次,在原有检测头的基础上利用多层次自适应特征融合形成新的检测头D-SASFF,利用多尺度融合来强化小目标特征信息;最后,设计了损失函数PIoUv3,通过改进加快了模型收敛速度,提高了小目标检测能力。为验证EAP-YOLOv8算法的有效性,在自制数据集上进行实验,结果表明,EAP-YOLOv8算法在mAP@0.5和mAP@0.5:0.95上分别达到了96.5%和50.2%,相较于其他算法有显著提升。在此基础之上,通过结合多目标追踪算法ByteTrack显著提高了Marker点的追踪准确率。此外,在公开数据集MOT16上进行追踪实验,结果表明,所提模型在HOTA,MOTA,MOTP上追踪准确率分别达到了37.60%,25.64%,80.76%,相较于当前算法有显著提升,为后续实现无人机精准跟踪提供了有效途径。 展开更多
关键词 EAP-YOLOv8 无人机检测 Marker点 小目标检测 多目标追踪 Bytetrack
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E-Tracking技术判定高脂血症颈动脉血管病变的应用价值 被引量:25
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作者 杨晓英 张静 《吉林大学学报(医学版)》 CAS CSCD 北大核心 2005年第2期317-318,共2页
目的 :探讨 E- Tracking技术在高脂血症颈动脉血管病变诊断中的价值。方法 :对 31例高脂血症患者和 33例正常人采用 E- Tracking技术实时跟踪描记颈总动脉管壁运动轨迹 ,得出颈总动脉的收缩期内径 (Ds)、舒张期内径 (Dd)、弹性系数 (Eρ... 目的 :探讨 E- Tracking技术在高脂血症颈动脉血管病变诊断中的价值。方法 :对 31例高脂血症患者和 33例正常人采用 E- Tracking技术实时跟踪描记颈总动脉管壁运动轨迹 ,得出颈总动脉的收缩期内径 (Ds)、舒张期内径 (Dd)、弹性系数 (Eρ)、硬化值 (β)和其顺应性 (AC) ,并将高脂血症组各项指标与对照组比较。结果 :高脂血症组颈总动脉的 Eρ及 β值分别为 15 5 .89± 5 6 .73及 10 .17± 5 .14 ,与正常对照组 (99.16± 2 8.75及 7.88±2 .77)比较 ,差异具有显著性 (P<0 .0 1及 P<0 .0 5 ) ;Ds、 Dd及 AC两组比较 ,差异无显著性 (P>0 .0 5 ) ;高脂血症组及正常组左、右两侧颈总动脉上述各项指标比较 ,差异均无显著性 (P>0 .0 5 )。结论 :E- 展开更多
关键词 超声检查 多普勒 彩色 E—tracking技术 高脂血症 颈动脉
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Offset Tracking在煤矿沉陷区地表大变形监测中的应用研究 被引量:2
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作者 陈顺 郑南山 +1 位作者 祁云 班盟 《工矿自动化》 北大核心 2017年第6期32-37,共6页
针对传统煤矿沉陷监测方法存在监测周期长、提取的矿区地表变形量准确率不高的问题,提出将Offset Tracking技术应用到煤矿沉陷区地表大变形的监测中。以张双楼煤矿作为研究对象,应用Offset Tracking技术对该煤矿沉陷区的SAR影像进行处理... 针对传统煤矿沉陷监测方法存在监测周期长、提取的矿区地表变形量准确率不高的问题,提出将Offset Tracking技术应用到煤矿沉陷区地表大变形的监测中。以张双楼煤矿作为研究对象,应用Offset Tracking技术对该煤矿沉陷区的SAR影像进行处理,采用互相关系数过采样因子法建立地形起伏与噪声偏移量模型,使用最小二乘模拟轨道偏移分量,获取了矿区方位向和距离向的二维变形图和矿区变形信息。利用实测数据对Offset Tracking技术的监测结果进行评价,结果表明,利用Offset Tracking技术监测到的矿区最大沉降位置和变形方向与实测数据基本一致,误差仅为1cm,说明Offset Tracking技术能够准确、有效地监测煤矿沉陷区地表大变形,为煤矿沉陷区的合理治理提供依据。 展开更多
关键词 煤矿沉陷区 变形监测 偏移分量 互相关系数过采样因子法 OFFSET tracking D-INSAR
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