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Studies Utilizing NOKOV's Advanced Motion Capture Solutions
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Zhang T, Cao W, Liu C, et al. Robust State Estimation for Legged Robots with Dual Beta Kalman Filter[J]. IEEE Robotics and Automation Letters, 2025.
Qi Q, Lin H, Yang X, et al. Distributed Collision-Free Control of MASs by Combining Reinforcement Learning With Filtered Position Barrier Certificates and Applications[J]. IEEE Transactions on Automation Science and Engineering, 2025, 22: 23849-23860.
Qi Q, Yang X, Xia G, et al. A Safety Modulator Actor-Critic Method in Model-Free Safe Reinforcement Learning and Application in UAV Hovering[J]. arXiv preprint arXiv:2410.06847, 2024.
Zhou X, Zhang S, Li X. D2MFusion: An End-to-End Differentiable Trajectory Optimizer for Safe Reactive Navigation[J]. IEEE Robotics and Automation Letters, 2025.
Zhang H, Jia Y, Song Y, et al. An adaptive reinforcement learning approach with trait-awareness for heterogeneous multi-robot cooperative pursuit[J]. Engineering Applications of Artificial Intelligence, 2025, 160: 112037.
Zeng R, Duan K, Li E, et al. Cooperative Path Following Control of Multiple Underactuated USVs with Experimental Validation[C]//2025 IEEE Conference on Control Technology and Applications (CCTA). IEEE, 2025: 327-332.
Pan S, Hong Z, Hu Z, et al. Russo: Robust underwater slam with sonar optimization against visual degradation[J]. IEEE/ASME Transactions on Mechatronics, 2025.
Lai G, Yu Y, Sun F, et al. Efficiently Kinematic-Constraint-Coupled State Estimation for Integrated Aerial Platforms in GPS-Denied Environments[J]. IEEE Robotics and Automation Letters, 2025.
Li, Yuzhu, and Wei Dong. "Flexible affine formation control based on dynamic hierarchical reorganization." IEEE Robotics and Automation Letters (2024).
F. Gu et al., "Heteroscedastic Bayesian Optimization-Based Dynamic PID Tuning for Accurate and Robust UAV Trajectory Tracking," 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Hangzhou, China, 2025, pp. 17428-17435, doi: 10.1109/IROS60139.2025.11247487.
M. Shen, S. Guo, C. Li and Z. Wang, "Physics-Informed Residual Network for Magnetic Dipole Model Correction and High-Accuracy Localization," 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Hangzhou, China, 2025, pp. 2171-2176, doi: 10.1109/IROS60139.2025.11246085.
W. Lee, J. Sim, J. Kim, S. Jo, W. Luo and C. Nam, "Merry-Go-Round: Safe Control of Decentralized Multi-Robot Systems with Deadlock Prevention," 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Hangzhou, China, 2025, pp. 4589-4595, doi: 10.1109/IROS60139.2025.11245826.
K. Ye, W. Shao, Y. Zheng, B. Fang and T. Yang, "Multi-target Association and Localization with Distributed Drone Following: A Factor Graph Approach," 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Hangzhou, China, 2025, pp. 18856-18863, doi: 10.1109/IROS60139.2025.11247561.
Y. Xing, W. Li, F. Pan and X. Feng, "Ultra-Wideband assisted Visual-Inertial Localization Correction System with Position-Unknown UWB Anchors," 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Hangzhou, China, 2025, pp. 12884-12891, doi: 10.1109/IROS60139.2025.11246170.
K. Liu et al., "VISC: mmWave Radar Scene Flow Estimation using Pervasive Visual-Inertial Supervision," 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Hangzhou, China, 2025, pp. 6765-6770, doi: 10.1109/IROS60139.2025.11246830.
G. Xia, X. Yang, Q. Qi, Y. Sun and X. Dong, "A Safety-Adjusted Policy Optimization Algorithm and Application for Obstacle Avoidance in the Quadcopter," 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Hangzhou, China, 2025, pp. 2360-2367, doi: 10.1109/IROS60139.2025.11247653.
Y. Lin, Z. Zhang, Y. Chen, T. Wang and R. Zhao, "CSVO: Complementary-Pathway Spatial-Enhanced Visual Odometry for Extreme Environments with Brain-Inspired Vision Sensors," 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Hangzhou, China, 2025, pp. 9028-9035, doi: 10.1109/IROS60139.2025.11246288.
Jia J, Guo K, Wang Y, et al. FORESEER: Recognize and utilize uncertainties by integrating data-based learning and symbolic feedback[J]. The International Journal of Robotics Research, 2024: 02783649251364000.
Lin K, Zhang L, Wu K, et al. Optimal Deployment of Multi-Robot Based Regional Positioning System Using Relative Bearing Measurement[J]. IEEE Robotics and Automation Letters, 2025.
Ren Q, Xu M, Zhang M, et al. COVER: cross-vehicle transition framework for quadrotor control in air-ground cooperation[J]. Autonomous Robots, 2025, 49(3): 23.
Wang H, Liu T, Chen J, et al. Full-Perception Robotic Surgery Environment with Anti-Occlusion Global–Local Joint Positioning[J]. Sensors, 2023, 23(20): 8637.
Huang Y, **ang X, Yan C, et al. Density-Based Probabilistic Graphical Models for Adaptive Multi-Target Encirclement of UAV Swarm[J]. IEEE Robotics and Automation Letters, 2025.
Long C, Hu Q, Jiang C, et al. BnB-Based Robust PnP Pose Estimation Method for Outliers[J]. IEEE Robotics and Automation Letters, 2025.
Rao K, Yan H, Ren H, et al. Air Shepherd: Trajectory Prediction-based Target Localization and Circumnavigation in Cluttered Environments[J]. IEEE Transactions on Automation Science and Engineering, 2025.
Zhou Y, Quan L, Xu C, et al. RE-Formation: Resilient and Efficient Formation Planning in Large-Scale Distributed Aerial Swarms[J]. IEEE Transactions on Automation Science and Engineering, 2025.
Xie X, Qin Y, Zhang Z, et al. GY-SLAM: A Dense Semantic SLAM System for Plant Factory Transport Robots[J]. Sensors, 2024, 24(5): 1374.
M. Wang, B. Wang, Y. Niu and C. Wang, "PI-WAN: A Physics-Informed Wind-Adaptive Network for Quadrotor Dynamics Prediction in Unknown Environments," 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Hangzhou, China, 2025, pp. 5413-5419, doi: 10.1109/IROS60139.2025.11247234.
Lu X, Zhou Y, Mai J, et al. Event-Based Visual-Inertial State Estimation for High-Speed Maneuvers[J]. IEEE Transactions on Robotics, 2025.
Wang K, Lai G, Yu Y, et al. Versatile Tasks on Integrated Aerial Platforms Using Only Onboard Sensors: Control, Estimation, and Validation[J]. IEEE Transactions on Robotics, 2025.
Yu Y, Fan Y, Lai G, et al. Tight Fusion of Odometry, Kinematic Constraints, and UWB Ranging Systems for State Estimation of Integrated Aerial Platforms[J]. IEEE Transactions on Automation Science and Engineering, 2025.
Lai, G., Shi, C., Wang, K., Yu, Y., Dong, Y., & Franchi, A. (2024). Multi-agent visual-inertial localization for integrated aerial systems with loose fusion of odometry and kinematics. IEEE Robotics and Automation Letters, 9(7), 6504-6511.
Y. Sun, C. Yan, H. Zhou, X. Xiang and J. Jiang, "Emergent Cooperative Strategies for Pursuit-Evasion in Cluttered Environments: A Knowledge-Enhanced Multi-Agent Deep Reinforcement Learning Approach," 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Hangzhou, China, 2025, pp. 17138-17145, doi: 10.1109/IROS60139.2025.11246236.
Niu J, Zhong S, Lu X, et al. Esvo2: Direct visual-inertial odometry with stereo event cameras[J]. IEEE Transactions on Robotics, 2025.
Jia Y, Song Y, Cheng J, et al. A Deep Reinforcement Learning Approach Using Asymmetric Self-Play for Robust Multirobot Flocking[J]. IEEE Transactions on Industrial Informatics, 2025.
Wang D, Wen C, Liu W. Research on Attack Detection Method for V2V System Based on Multi-dimensional Taylor Series Expansion Framework[J]. IEEE Sensors Journal, 2025.
Nagahama R, Wan W, Hu Z, et al. Bimanual Regrasp Planning and Control for Active Reduction of Object Pose Uncertainty[J]. IEEE Robotics and Automation Letters, 2025.
Zhao P, Jin L, Chen Y, et al. A Visual Servo System for Robotic on-Orbit Servicing Based on 3D Perception of Non-Cooperative Satellite[C]//2025 IEEE International Conference on Robotics and Automation (ICRA). IEEE, 2025: 1-7.
Huang S, Zhang H, Xu K, et al. M3DSS: A Multi-Platform, Multi-Sensor, and Multi-Scenario Dataset for SLAM System[C]//2025 IEEE International Conference on Robotics and Automation (ICRA). IEEE, 2025: 14542-14549.
Chen J, Zhou R, Zhang Y, et al. Connectivity-Preserving Formation Control via Clique-Based Approach Without Prior Assignment[J]. IEEE Transactions on Network Science and Engineering, 2024.
Lü J, Ze K, Yue S, et al. Concurrent-Learning Based Relative Localization in Shape Formation of Robot Swarms[J]. IEEE Transactions on Automation Science and Engineering, 2025.
Mingyang Wang et al. ,Unlocking aerobatic potential of quadcopters: Autonomous freestyle flight generation and execution.Sci. Robot.10,eadp9905(2025).DOI:10.1126/scirobotics.adp9905
张梦龙,张凯杰,刘昌林等.基于点转移矫正的视觉惯性里程计[J].中国惯性技术学报,2024,32(02):146-152.DOI:10.13695/j.cnki.12-1222/o3.2024.02.006.
Li B, Ouyang Y, Li X, et al. Mixed-integer and conditional trajectory planning for an autonomous mining truck in loading/dumping scenarios: A global optimization approach[J]. IEEE Transactions on Intelligent Vehicles, 2022, 8(2): 1512-1522.
Tian, Yongkai, et al. "Exploiting Hierarchical Symmetry in Multi-Agent Reinforcement Learning." ECAI 2024. IOS Press, 2024. 2202-2209.
Wang Z, Dong W. Towards Aerial Collaborative Stereo: Real-Time Cross-Camera Feature Association and Relative Pose Estimation for UAVs[J]. IEEE Sensors Journal, 2025.
Lou J, Shi R, Lin Y, et al. Talker: A task-activated language model based knowledge-extension reasoning system[J]. IEEE Robotics and Automation Letters, 2024.
Guo L, Gongye Z, Xu Z, et al. Preserving relative localization of FoV-limited drone swarm via active mutual observation[C]//2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, 2024: 10423-10430.
Chai K, Xu L, Wang Q, et al. LF-3PM: a LiDAR-based Framework for Perception-aware Planning with Perturbation-induced Metric[C]//2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, 2024: 5372-5379.
Lai Q, Zhao E, Fan S, et al. MERSYS: A Collaborative Estimation and Dense Mapping System for Multi-Agent Generic SLAM[C]//2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, 2024: 5688-5695.
Wang Z, Dong W. A Collaborative Stereo Camera with Two UAVs for Long-distance Mapping of Urban Buildings[C]//2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, 2024: 7944-7951.
Li Y, Zhao A, Wang Y, et al. Fact: Fast and active coordinate initialization for vision-based drone swarms[J]. IEEE Robotics and Automation Letters, 2024.
陈汉瑜,武俊峰,康国华等.基于激光灯塔的合作航天器位姿测量方法及其精度分析[J].仪器仪表学报,2023,44(12):101-110.DOI:10.19650/j.cnki.cjsi.J2311957.
L. Xu et al., "An Efficient Trajectory Planner for Car-Like Robots on Uneven Terrain," 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Detroit, MI, USA, 2023, pp. 2853-2860, doi: 10.1109/IROS55552.2023.10341558.
Duan, M.; Lei, X.; Duan, Z.; Zheng, Z. A Minimalist Self-Localization Approach for Swarm Robots Based on Active Beacon in Indoor Environments. Sensors 2023, 23, 4926. https://doi.org/10.3390/s23104926
Xu L, Zou W, Guo J, et al. Compensation Method for Lever-Arm Effect in Multi-IMU Measurement of Cable-Driven Hyper-Redundant Manipulators[J]. IEEE Transactions on Instrumentation and Measurement, 2025.
Chuanxin Cheng, Hao Zhang, Yuan Sun, Hongfeng Tao, Yiyang Chen,A cross-platform deep reinforcement learning model for autonomous navigation without global information in different scenes,Control Engineering Practice,Volume 150,2024,105991,ISSN 0967-0661,h
J. Li, J. Ji, Q. Wang, H. Yu, Y. Pan and F. Gao, "Active Collision-Based Navigation for Wheeled Robots," 2024 IEEE International Conference on Robotics and Automation (ICRA), Yokohama, Japan, 2024, pp. 10932-10938, doi: 10.1109/ICRA57147.2024.10610726.
R. Li and B. Xin, "Autonomous Navigation of Quadrotors in Dynamic Complex Environments," in IEEE Transactions on Industrial Electronics, doi: 10.1109/TIE.2024.3433585.
C. Ma et al., "Decentralized Planning for Car-Like Robotic Swarm in Cluttered Environments," 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Detroit, MI, USA, 2023, pp. 9293-9300, doi: 10.1109/IROS55552.2023.10342360.
Z. Li, Y. Tian, G. Yang, Y. Zhang, E. Li and Z. Liang, "Design and Analysis of Hybrid Robots for Powerline Inspection," 2024 IEEE 20th International Conference on Automation Science and Engineering (CASE), Bari, Italy, 2024, pp. 3654-3659, doi: 10.1109/CA
P. Luo, S. Yao, Y. Yue, J. Wang, H. Yan and M. Q. . -H. Meng, "Efficient RRT*-based Safety-Constrained Motion Planning for Continuum Robots in Dynamic Environments," 2024 IEEE International Conference on Robotics and Automation (ICRA), Yokohama, Japan, 20
N. Hao, F. He, C. Tian, Y. Yao and W. Xia, "KD-EKF: A Consistent Cooperative Localization Estimator Based on Kalman Decomposition," 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Detroit, MI, USA, 2023, pp. 11064-11070, d
Chai K, Xu L, Wang Q, et al. LF-3PM: a LiDAR-based Framework for Perception-aware Planning with Perturbation-induced Metric[J]. arXiv preprint arXiv:2408.01649, 2024.
R. Zhang et al., "Model-Based Planning and Control for Terrestrial-Aerial Bimodal Vehicles with Passive Wheels," 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Detroit, MI, USA, 2023, pp. 1070-1077, doi: 10.1109/IROS55552
G. Lai, C. Shi, K. Wang, Y. Yu, Y. Dong and A. Franchi, "Multi-Agent Visual-Inertial Localization for Integrated Aerial Systems With Loose Fusion of Odometry and Kinematics," in IEEE Robotics and Automation Letters, vol. 9, no. 7, pp. 6504-6511, July 2024
L. Shi, W. X. Zheng, Q. Liu, Y. Liu and J. Shao, "Privacy-Preserving Distributed Iterative Localization for Wireless Sensor Networks," in IEEE Transactions on Industrial Electronics, vol. 70, no. 11, pp. 11628-11638, Nov. 2023, doi: 10.1109/TIE.2022.32312
C. Shi, G. Lai, Y. Yu, M. Bellone and V. Lippiello, "Real-Time Multi-Modal Active Vision for Object Detection on UAVs Equipped With Limited Field of View LiDAR and Camera," in IEEE Robotics and Automation Letters, vol. 8, no. 10, pp. 6571-6578, Oct. 2023,
T. Zhang, J. Xu, H. Shen, R. Yang and T. Yang, "RMSC-VIO: Robust Multi-Stereoscopic Visual-Inertial Odometry for Local Visually Challenging Scenarios," in IEEE Robotics and Automation Letters, vol. 9, no. 5, pp. 4130-4137, May 2024, doi: 10.1109/LRA.2024.
J. Tang et al., "ROV6D: 6D Pose Estimation Benchmark Dataset for Underwater Remotely Operated Vehicles," in IEEE Robotics and Automation Letters, vol. 9, no. 1, pp. 65-72, Jan. 2024, doi: 10.1109/LRA.2023.3331624.
K. Ze, W. Wang, K. Liu and J. Lü, "Time-Varying Formation Planning and Distributed Control for Multiple UAVs in Clutter Environment," in IEEE Transactions on Industrial Electronics, vol. 71, no. 9, pp. 11305-11315, Sept. 2024, doi: 10.1109/TIE.2023.333544
Yu, B.; Cheng, Y.; Xia, X.; Liu, P.; Ning, D.; Li, Z. Visual-Inertial Fusion-Based Five-Degree-of-Freedom Motion Measurement System for Vessel-Mounted Cranes. Machines 2024, 12, 748. https://doi.org/10.3390/machines12110748
YumingCuia, SongyongLiub, HongshengLib, CongcongGub, HongxiangJiangb, DeyuanMeng,Accurate integrated position measurement system for mobile applications in GPS-denied coal mine,ISATransactions,2023
Xiaokang Lei, Shuai Zhang, Yalun Xiang & Mengyuan Duan, Self-organized multi-target trapping of swarm robots with density-based interaction, Complex & Intelligent Systems,2023
Xu Yang,Xiaojie Yu ,C;hi Zhang,Sen Li, Qiang Niu,MineGPS, Battery-Free Localization Base Station for Coal Mine Environment , IEEE Communications Letters
Yanshun Zhang,Nan Wang,Ming Li,Shudi Weng,Yongqiang Han,Frogman Self-Navigation Method Based on Virtual Transponder Array and Dead Reckoning,IEEE Access,Beihang University (formerly known as Beijing University of Aeronautics and Astronautics)
Yuming Cui,Songyong Liu,Jian Yao,Congcong Gu,Integrated Positioning System of Unmanned Automatic Vehicle in Coal Mines,IEEE Transactions on Instrumentation and Measurement,China University of Mining and Technology
Hongzhuang Wu,Songyong Liu,Cheng Cheng,Sheng Cao,Yuming Cui,Deyi Zhang,Multi-scale Variational Autoencoder Aided Convolutional Neural Network for Pose Estimation of Tunnel,IEEE Transactions on Industrial Informatics ( Early Access )IEEE Transactions on Industrial Informatics ( Early Access ),China University of Mining and Technology
Tieyang Zhang,Kuiyuan Zhang,Dongjingdian Liu,Pengpeng Chen,CSI-Based Calibration Free Lo calization with Rotating Antenna for Coal Mine,International Conference on Wireless Algorithms, Systems, and Applications,China University of Mining and Technology
Juan Xia,Shesheng Gao,Guo Li,Xiaomin Qi,Bingbing Gao,Jiahao Zhang,Distributed H∞-Constraint Robust Estimator for Multi-Sensor Networked Hybrid Uncertain Systems,IEEE Transactions on Network Science and Engineering,Northwestern Polytechnical University
Cheng Xu,Xinxin Wang,Shihong Duan,Jiawang Wan,Spatial-temporal constrained particle filter for cooperative target tracking,Journal of Network and Computer Applications,University of Science and Technology Beijing
Mingzhi Pang,Gang Shen,Xu Yang,Kuiyuan Zhang,Pengpeng Chen,Guofa Wang,Achieving Reliable Underground Positioning With Visible Light,IEEE Transactions on Instrumentation and Measurement,China University of Mining and Technology
Kuiyuan Zhang, Pengpeng Chen, Tianbing Ma, and Shouwan Gao,On-demand Precise Tracking for Energy-constrained UAVs in Underground Coal Mines,IEEE Transactions on Instrumentation and Measurement
Mi Zhang,Songshan Han,Shihan Wang,Xing Liu,Mengyu Hu,Jiayang Zhao,Stereo Visual Inertial Mapping Algorithm for Autonomous Mobile Robot,2020 the 3rd International Conference on Intelligent Robotics and Control Engineering
Yanshun Zhang,Nan Wang,Ming Li,Xue Sun,Zhanqing Wang,Indoor Relative Positioning Method and Experiment Based on Inertial Measurement Information/Human motion model/UWB Combined System,2020 27th Saint Petersburg International Conference on Integrated Navigation Systems (ICINS),2020

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Beijing NOKOV Science & Technology Co., Ltd (Headquarter)
LocationRoom820, China Minmetals Tower, Chaoyang Dist., Beijing
Emailinfo@nokov.cn
Phone+ 86-10-64922321
Capture Volume*
Objective*
Full Bodies Drones/Robots Others
Quantity
Camera Type
Pluto1.3C Mars1.3H Mars2H Mars4H Underwater Others/I do not know
Camera Count
4 6 8 12 16 20 24 Others/I don't know