15.3.8.7.3 Cooperative Vehicle Formations

Chapter Contents (Back)
Platooning. Formations. Cooperative Groups.

Kato, S., Tsugawa, S., Tokuda, K., Matsui, T., Fujii, H.,
Vehicle control algorithms for cooperative driving with automated vehicles and intervehicle communications,
ITS(3), No. 3, September 2002, pp. 155-161.
IEEE Abstract. 0402
BibRef

Pagello, E., d'Angelo, A., Menegatti, E.,
Cooperation Issues and Distributed Sensing for Multirobot Systems,
PIEEE(94), No. 7, July 2006, pp. 1370-1383.
IEEE DOI 0607
BibRef

Tomas-Gabarron, J.B., Egea-Lopez, E., Garcia-Haro, J.,
Vehicular Trajectory Optimization for Cooperative Collision Avoidance at High Speeds,
ITS(14), No. 4, 2013, pp. 1930-1941.
IEEE DOI 1312
Collision avoidance BibRef

Fernandes, P., Nunes, U.,
Multiplatooning Leaders Positioning and Cooperative Behavior Algorithms of Communicant Automated Vehicles for High Traffic Capacity,
ITS(16), No. 3, June 2015, pp. 1172-1187.
IEEE DOI 1506
Context BibRef

Hult, R., Campos, G.R., Steinmetz, E., Hammarstrand, L., Falcone, P., Wymeersch, H.,
Coordination of Cooperative Autonomous Vehicles: Toward safer and more efficient road transportation,
SPMag(33), No. 6, November 2016, pp. 74-84.
IEEE DOI 1609
Autonomous vehicles BibRef

Zhang, K., Yang, A., Su, H., de la Fortelle, A.[Arnaud], Miao, K., Yao, Y.,
Service-Oriented Cooperation Models and Mechanisms for Heterogeneous Driverless Vehicles at Continuous Static Critical Sections,
ITS(18), No. 7, July 2017, pp. 1867-1881.
IEEE DOI 1706
Quality of service, Real-time systems, Sensors, Trajectory, Vehicles, Intelligent transportation system, V2I, continuous critical sections, cooperation, driverless vehicle, quality, of, service BibRef

Altché, F., Qian, X., de la Fortelle, A.[Arnaud],
An Algorithm for Supervised Driving of Cooperative Semi-Autonomous Vehicles,
ITS(18), No. 12, December 2017, pp. 3527-3539.
IEEE DOI 1712
Autonomous vehicles, Merging, Roads, Safety, System recovery, Semi-autonomous driving, safety, supervised driving, supervisor BibRef

Ploeg, J.[Jeroen], Semsar-Kazerooni, E.[Elham], Medina, A.I.M.[Alejandro I. Morales], de Jongh, J.F.C.M.[Jan F. C. M.], van de Sluis, J.[Jacco], Voronov, A.[Alexey], Englund, C.[Cristofer], Bril, R.J.[Reinder J.], Salunkhe, H.[Hrishikesh], Arrúe, Á.[Álvaro], Ruano, A.[Aitor], García-Sol, L.[Lorena], van Nunen, E.[Ellen], van de Wouw, N.[Nathan],
Cooperative Automated Maneuvering at the 2016 Grand Cooperative Driving Challenge,
ITS(19), No. 4, April 2018, pp. 1213-1226.
IEEE DOI 1804
Automation, Merging, Protocols, Road transportation, Safety, Trajectory, Wireless communication, Cooperative driving, wireless communications BibRef

Aramrattana, M., Detournay, J., Englund, C., Frimodig, V., Jansson, O.U., Larsson, T., Mostowski, W., Rodriguez, V.D., Rosenstatter, T., Shahanoor, G.,
Team Halmstad Approach to Cooperative Driving in the Grand Cooperative Driving Challenge 2016,
ITS(19), No. 4, April 2018, pp. 1248-1261.
IEEE DOI 1804
Cruise control, Europe, Information technology, Roads, Safety, GCDC 2016, IEEE 802.11p, autonomous driving, platooning BibRef

Kokogias, S., Svensson, L., Pereira, G.C.[G. Collares], Oliveira, R., Zhang, X., Song, X., Mortensson, J.,
Development of Platform-Independent System for Cooperative Automated Driving Evaluated in GCDC 2016,
ITS(19), No. 4, April 2018, pp. 1277-1289.
IEEE DOI 1804
Monitoring, Protocols, Software, Software architecture, Vehicle dynamics, Vehicles, vehicular communication BibRef

Ning, B., Han, Q.L., Zuo, Z., Jin, J., Zheng, J.,
Collective Behaviors of Mobile Robots Beyond the Nearest Neighbor Rules With Switching Topology,
Cyber(48), No. 5, May 2018, pp. 1577-1590.
IEEE DOI 1804
Dispersion, Mobile robots, Robot kinematics, Switches, Topology, Consensus, cooperative control, dispersion, flocking, multiagent systems BibRef

Wang, J.[Jian], Liu, F.Q.[Fang-Qi], Liu, Y.H.[Yan-Heng], Deng, W.W.[Wei-Wen], Li, L.[Lin],
Distance-Driven Consensus Quantification,
ITS(19), No. 5, May 2018, pp. 1471-1484.
IEEE DOI 1805
Distributed cooperative control. Adaptation models, Adaptive control, Delays, Multi-agent systems, Network topology, Topology, Vehicle dynamics, Multi-agent system, power adaptive control BibRef

Blazek, T., Mecklenbräuker, C.F.,
Measurement-Based Burst-Error Performance Modeling for Cooperative Intelligent Transport Systems,
ITS(20), No. 1, January 2019, pp. 162-171.
IEEE DOI 1901
Hidden Markov models, Signal to noise ratio, Standards, Biological system modeling, Fading channels, performance analysis BibRef

Tahir, M., Afzal, S.S., Chughtai, M.S., Ali, K.,
On the Accuracy of Inter-Vehicular Range Measurements Using GNSS Observables in a Cooperative Framework,
ITS(20), No. 2, February 2019, pp. 682-691.
IEEE DOI 1902
Global navigation satellite system, Receivers, Distance measurement, Roads, Satellites, Reliability, cooperative positioning BibRef

Sridhar, S.[Srivatsan], Eskandarian, A.[Azim],
Cooperative perception in autonomous ground vehicles using a mobile-robot testbed,
IET-ITS(13), No. 10, October 2019, pp. 1545-1556.
DOI Link 1909
BibRef

Ansari, K.,
Cooperative Position Prediction: Beyond Vehicle-to-Vehicle Relative Positioning,
ITS(21), No. 3, March 2020, pp. 1121-1130.
IEEE DOI 2003
Safety, Global Positioning System, Vehicular ad hoc networks, Servers, Real-time systems, Roads, vehicle-to-vehicle relative positioning BibRef

Yang, L.[Lin], Li, Y.[Yanan], Huang, D.[Deqing], Xia, J.K.[Jing-Kang],
Iterative learning of an unknown road path through cooperative driving of vehicles,
IET-ITS(14), No. 5, May 2020, pp. 423-431.
DOI Link 2005
BibRef

Mariani, S.[Stefano], Cabri, G.[Giacomo], Zambonelli, F.[Franco],
Coordination of Autonomous Vehicles: Taxonomy and Survey,
Surveys(54), No. 1, February 2021, pp. xx-yy.
DOI Link 2104
survey, Autonomous vehicles, coordination, autonomy, cooperative driving BibRef

Zhou, B.P.[Bing-Peng], Liu, A.[An], Lau, V.[Vincent], Wen, J.M.[Jin-Ming], Mumtaz, S.[Shahid], Bashir, A.K.[Ali Kashif], Ahmed, S.H.[Syed Hassan],
Performance Limits of Visible Light-Based Positioning for Internet-of-Vehicles: Time-Domain Localization Cooperation Gain,
ITS(22), No. 8, August 2021, pp. 5374-5388.
IEEE DOI 2108
Light emitting diodes, Time-domain analysis, Performance analysis, Optimization, Global Positioning System, mobile user tracking BibRef

Sun, S.Q.[Si-Qing], Song, B.W.[Bao-Wei], Wang, P.[Peng], Dong, H.C.[Hua-Chao], Chen, X.[Xiao],
Real-Time Mission-Motion Planner for Multi-UUVs Cooperative Work Using Tri-Level Programing,
ITS(23), No. 2, February 2022, pp. 1260-1273.
IEEE DOI 2202
Planning, Task analysis, Real-time systems, Optimization, Synchronization, Heuristic algorithms, Vehicle dynamics, time-varying environments BibRef

Chen, H.[Hao], Cong, Y.R.[Yi-Rui], Wang, X.K.[Xiang-Ke], Xu, X.[Xin], Shen, L.C.[Lin-Cheng],
Coordinated Path-Following Control of Fixed-Wing Unmanned Aerial Vehicles,
SMCS(52), No. 4, April 2022, pp. 2540-2554.
IEEE DOI 2203
Unmanned aerial vehicles, Hardware-in-the-loop simulation, Convergence, Turning, Land vehicles, Time factors, Steady-state, speed constraints BibRef

Yu, G.[Guokuan], Wong, P.K.[Pak Kin], Zhao, J.[Jing], Mei, X.T.[Xing-Tai], Lin, C.Q.[Chang-Qing], Xie, Z.C.[Zheng-Chao],
Design of an Acceleration Redistribution Cooperative Strategy for Collision Avoidance System Based on Dynamic Weighted Multi-Objective Model Predictive Controller,
ITS(23), No. 6, June 2022, pp. 5006-5018.
IEEE DOI 2206
Acceleration, Collision avoidance, Vehicle dynamics, Switches, Topology, Bidirectional control, Accidents, Collision avoidance, vehicle platoon BibRef

Juang, C.F.[Chia-Feng], Lu, C.H.[Chia-Hao], Huang, C.A.[Chen-An],
Navigation of Three Cooperative Object-Transportation Robots Using a Multistage Evolutionary Fuzzy Control Approach,
Cyber(52), No. 5, May 2022, pp. 3606-3619.
IEEE DOI 2206
Robot kinematics, Navigation, Fuzzy control, Collision avoidance, Mobile robots, Transportation, Cooperative robots, robot navigation BibRef

Coll-Perales, B.[Baldomero], Schulte-Tigges, J.[Joschua], Rondinone, M.[Michele], Gozalvez, J.[Javier], Reke, M.[Michael], Matheis, D.[Dominik], Walter, T.[Thomas],
Prototyping and Evaluation of Infrastructure-Assisted Transition of Control for Cooperative Automated Vehicles,
ITS(23), No. 7, July 2022, pp. 6720-6736.
IEEE DOI 2207
Vehicles, Roads, Prototypes, Proposals, Automation, Area measurement, Vehicle-to-everything, Automated driving, automated vehicles, V2X BibRef

Xu, H.[Huile], Cassandras, C.G.[Christos G.], Li, L.[Li], Zhang, Y.[Yi],
Comparison of Cooperative Driving Strategies for CAVs at Signal-Free Intersections,
ITS(23), No. 7, July 2022, pp. 7614-7627.
IEEE DOI 2207
Safety, Optimal control, Systems engineering and theory, Measurement, Vehicle dynamics, Real-time systems, Automation, crossing sequence BibRef

Bai, X.S.[Xiao-Shan], Yan, W.S.[Wei-Sheng], Ge, S.Z.S.[Shu-Zhi Sam],
Distributed Task Assignment for Multiple Robots Under Limited Communication Range,
SMCS(52), No. 7, July 2022, pp. 4259-4271.
IEEE DOI 2207
Robots, Robot kinematics, Task analysis, Robot sensing systems, Communication networks, Heuristic algorithms, task assignment BibRef

Yang, H.[Huiliao], Jiang, B.[Bin], Yang, H.[Hao], Liu, H.H.T.[Hugh H. T.],
Fault-Tolerant Cooperative Control for Multiple Vehicle Systems Based on Topology Reconfiguration,
Cyber(52), No. 7, July 2022, pp. 6649-6661.
IEEE DOI 2207
Topology, Fault tolerant systems, Fault tolerance, Protocols, Synchronization, Actuators, Task analysis, topology reconfiguration BibRef

Tang, C.K.[Cheng-Kai], Wang, Y.Y.[Yu-Yang], Zhang, L.L.[Ling-Ling], Zhang, Y.[Yi], Song, H.[Houbing],
Multisource Fusion UAV Cluster Cooperative Positioning Using Information Geometry,
RS(14), No. 21, 2022, pp. xx-yy.
DOI Link 2212
BibRef

Yan, Y.S.[Yong-Sheng], Bajaj, I.[Ian], Rabiee, R.[Ramtin], Tay, W.P.[Wee Peng],
A Tightly Coupled Integration Approach for Cooperative Positioning Enhancement in DSRC Vehicular Networks,
ITS(23), No. 12, December 2022, pp. 23278-23294.
IEEE DOI 2212
Global navigation satellite system, Vehicle-to-everything, Position measurement, Distance measurement, DSRC BibRef

Huzaefa, F.[Firhan], Liu, Y.C.[Yen-Chen],
Force Distribution and Estimation for Cooperative Transportation Control on Multiple Unmanned Ground Vehicles,
Cyber(53), No. 2, February 2023, pp. 1335-1347.
IEEE DOI 2301
Force, Transportation, Dynamics, Vehicle dynamics, Wheels, Uncertainty, Estimation, Cooperative transportation, unmanned ground vehicle (UGV) BibRef

Ao, T.Y.[Tian-Yong], Zhang, K.X.[Kai-Xin], Shi, H.G.[Hua-Guang], Jin, Z.Q.[Zhan-Qi], Zhou, Y.[Yi], Liu, F.Q.[Fu-Qiang],
Energy-Efficient Multi-UAVs Cooperative Trajectory Optimization for Communication Coverage: An MADRL Approach,
RS(15), No. 2, 2023, pp. xx-yy.
DOI Link 2301
BibRef

Sheng, G.R.[Guang-Run], Liu, X.X.[Xi-Xiang], Sheng, Y.[Yehua], Cheng, X.Z.[Xiang-Zhi], Luo, H.[Hao],
Cooperative Navigation Algorithm of Extended Kalman Filter Based on Combined Observation for AUVs,
RS(15), No. 2, 2023, pp. xx-yy.
DOI Link 2301
BibRef

Gun, P.[Philip], Hill, A.J.[Andrew J.], Vujanic, R.[Robin],
Coordinating Multiple Cooperative Vehicle Trajectories on Shared Road Networks,
ITS(24), No. 1, January 2023, pp. 274-290.
IEEE DOI 2301
Trajectory, Roads, Computational modeling, Planning, Optimization, Vehicle dynamics, Iterative methods, Trajectory, planning, MILP BibRef

Nguyen, D.H.[Dinh Hoa],
A Nature-Inspired Distributed Robust Control Design for Ground-Aerial Vehicle Cooperation,
ITS(24), No. 4, April 2023, pp. 4454-4463.
IEEE DOI 2304
Land vehicles, Mathematical models, Robust control, Sensors, Vehicle dynamics, Behavioral sciences, Automobiles, disturbance rejection BibRef

Huang, L.[Li], Zhou, M.C.[Meng-Chu], Hao, K.R.[Kuang-Rong], Han, H.[Hua],
Multirobot Cooperative Patrolling Strategy for Moving Objects,
SMCS(53), No. 5, May 2023, pp. 2995-3007.
IEEE DOI 2305
Robot kinematics, Multi-robot systems, Vehicle dynamics, Task analysis, Marine pollution, Real-time systems, multirobot system BibRef

Shi, C.F.[Chen-Fa], Xiong, Z.[Zhi], Chen, M.X.[Ming-Xing], Wang, R.[Rong], Xiong, J.[Jun],
Cooperative Navigation for Heterogeneous Air-Ground Vehicles Based on Interoperation Strategy,
RS(15), No. 8, 2023, pp. 2006.
DOI Link 2305
BibRef

Zhang, G.Q.[Guo-Qing], Liu, S.[Shang], Zhang, X.[Xianku], Zhang, W.D.[Wei-Dong],
Event-Triggered Cooperative Formation Control for Autonomous Surface Vehicles Under the Maritime Search Operation,
ITS(23), No. 11, November 2022, pp. 21392-21404.
IEEE DOI 2212
Synthetic aperture radar, Actuators, Artificial neural networks, Marine vehicles, Uncertainty, Autonomous aerial vehicles, neural networks BibRef

Mu, C.[Chaoxu], Peng, J.[Jiangwen],
Learning-Based Cooperative Multiagent Formation Control With Collision Avoidance,
SMCS(52), No. 12, December 2022, pp. 7341-7352.
IEEE DOI 2212
Optimal control, Performance analysis, Force, Convergence, Consensus control, Artificial neural networks, neural networks (NNs) BibRef

Saenz, J.[José], Bessler-Etten, J.[Jule], Valori, M.[Marcello], Prange-Lasonder, G.B.[Gerdienke B.], Fassi, I.[Irene], Bidard, C.[Catherine], Lassen, A.B.[Aske Bach], Paniti, I.[Imre], Toth, A.[Andras], Stuke, T.[Tobias], Wrede, S.[Sebastian], Nielsen, K.[Kurt],
An Online Toolkit for Applications Featuring Collaborative Robots Across Different Domains,
HMS(53), No. 4, August 2023, pp. 657-667.
IEEE DOI 2308
Robots, Safety, Stakeholders, Standards, Service robots, Risk management, Medical services, Human-robot interaction, standardization BibRef

Zheng, J.[Jibin], Ding, M.H.[Ming-Hui], Sun, L.[Lu], Liu, H.W.[Hong-Wei],
Distributed Stochastic Algorithm Based on Enhanced Genetic Algorithm for Path Planning of Multi-UAV Cooperative Area Search,
ITS(24), No. 8, August 2023, pp. 8290-8303.
IEEE DOI 2308
Search problems, Optimization, Linear programming, Time-domain analysis, Real-time systems, Sensors, distributed genetic algorithm BibRef

Cao, J.B.[Jia-Bao], Dou, J.F.[Jin-Feng], Liu, J.[Jilong], Wei, X.N.[Xuan-Ning], Guo, Z.W.[Zhong-Wen],
Multi-Agent Deep Reinforcement Learning Framework Strategized by Unmanned Aerial Vehicles for Multi-Vessel Full Communication Connection,
RS(15), No. 16, 2023, pp. 4059.
DOI Link 2309
BibRef

Yuan, G.Y.[Gui-Yuan], Cheng, J.J.[Jiu-Jun], Zhou, M.C.[Meng-Chu], Cheng, S.[Sheng], Gao, S.[Shangce], Jiang, C.J.[Chang-Jun], Abusorrah, A.[Abdullah],
An Autonomous Vehicle Group Cooperation Model in an Urban Scene,
ITS(24), No. 12, December 2023, pp. 13852-13862.
IEEE DOI 2312
BibRef

Li, H.R.[Hao-Ran], Zhang, T.Y.[Ting-Yang], Zheng, S.[Sifa], Sun, C.[Chuan],
Distributed MPC for Multi-Vehicle Cooperative Control Considering the Surrounding Vehicle Personality,
ITS(25), No. 3, March 2024, pp. 2814-2826.
IEEE DOI 2405
Vehicles, Autonomous vehicles, Behavioral sciences, Real-time systems, Hidden Markov models, Vehicle dynamics, personalized driving BibRef

Su, S.C.[Sheng-Chao], Ju, X.[Xiang], Xu, C.J.[Chao-Jie], Dai, Y.F.[Yu-Feng],
Collaborative Motion Planning Based on the Improved Ant Colony Algorithm for Multiple Autonomous Vehicles,
ITS(25), No. 3, March 2024, pp. 2792-2802.
IEEE DOI 2405
Planning, Collaboration, Autonomous vehicles, Heuristic algorithms, Wheels, Trajectory, Kinematics, Ant colony algorithm, trajectory cost BibRef

Tan, Y.F.[Yi-Fang], Zhou, C.[Chao], Qian, F.[Feng],
Cooperative task allocation method for multi-unmanned aerial vehicles based on the modified genetic algorithm,
IET-ITS(18), No. 6, 2024, pp. 1164-1173.
DOI Link 2406
autonomous aerial vehicles, optimization BibRef

Jia, Y.J.[Yun-Jie], Song, Y.[Yong], Xiong, B.[Bo], Cheng, J.[Jiyu], Zhang, W.[Wei], Yang, S.X.[Simon X.], Kwong, S.[Sam],
Hierarchical Perception-Improving for Decentralized Multi-Robot Motion Planning in Complex Scenarios,
ITS(25), No. 7, July 2024, pp. 6486-6500.
IEEE DOI 2407
Robot sensing systems, Robot kinematics, Navigation, Collision avoidance, Visualization, Task analysis, Planning BibRef

Bai, G.Q.[Gui-Qiang], Chen, Y.L.[Yan-Li], Hu, X.Y.[Xin-Yu], Cui, J.H.[Jun-Hong],
Correction Redistribution Mechanism Based on Forward-Reverse Solutions and Real-Time Path Dynamic Adaptive Re-Planning for Multi-AUVs Collaborative Search,
ITS(25), No. 7, July 2024, pp. 7583-7601.
IEEE DOI 2407
Task analysis, Heuristic algorithms, Self-organizing feature maps, Oceans, Path planning, Planning, double layer biological self-organizing map BibRef

Zhang, X.X.[Xiao-Xiao], Wu, H.N.[Huai-Ning], Wang, J.L.[Jin-Liang],
Distributed Formation Control for a Class of Human-in-the-Loop Multiagent Systems,
HMS(54), No. 4, August 2024, pp. 416-426.
IEEE DOI 2408
Hidden Markov models, Task analysis, Human in the loop, Automation, Multi-agent systems, Human-machine systems, Formation control, multiagent systems (MASs) BibRef

Manoharan, A.[Amith], Sharma, R.[Rajnikant], Baliyarasimhuni, S.[Sujit],
Multi-AAV Cooperative Path Planning Using Nonlinear Model Predictive Control With Localization Constraints,
ITS(25), No. 8, August 2024, pp. 9453-9466.
IEEE DOI 2408
Location awareness, Path planning, Estimation, Uncertainty, Position measurement, Predictive control, Laplace equations, UAVs BibRef

Song, Z.[Zhe], Zhang, Y.[Yi], Yu, Y.[Yang], Tang, C.K.[Cheng-Kai],
Wide-Area UAV Networks Cooperative Positioning Algorithm Based on Information Geometry,
SPLetters(31), 2024, pp. 2645-2649.
IEEE DOI 2410
Distance measurement, Autonomous aerial vehicles, Position measurement, Manifolds, Measurement uncertainty, statistical manifold BibRef

Zhuang, C.[Chen], Zhao, H.B.[Hong-Bo], Wang, J.R.[Jiang-Rong], Hu, S.[Shan],
Plane Constraints Aided Multi-Vehicle Cooperative Positioning Using Factor Graph Optimization,
ITS(25), No. 11, November 2024, pp. 17505-17519.
IEEE DOI 2411
Distance measurement, Roads, Global navigation satellite system, Fitting, Position measurement, Accuracy, Urban areas, factor graph optimization (FGO) BibRef

Wang, J.R.[Jiang-Rong], Zhuang, C.[Chen], Zhao, H.B.[Hong-Bo], Liu, R.[Rongke],
Outlier-Resistant Cooperative Positioning Method Using Robust Factor Graph Optimization,
ITS(26), No. 9, September 2025, pp. 13838-13853.
IEEE DOI 2510
Global navigation satellite system, Costs, Distance measurement, Estimation, Receivers, Position measurement, Welsch cost BibRef

Zhang, J.Q.[Jun-Qi], Wu, Y.Z.[Yun-Zhe], Zhou, M.C.[Meng-Chu],
Cooperative Dual-Task Path Planning for Persistent Surveillance and Emergency Handling by Multiple Unmanned Ground Vehicles,
ITS(25), No. 11, November 2024, pp. 16288-16299.
IEEE DOI 2411
Surveillance, Robots, Roads, Task analysis, Robot kinematics, Land vehicles, Trajectory, Dual-task, multi-robot systems, road network path planning BibRef

Li, Y.M.[Yong-Ming], Dong, S.J.[Shi-Jie], Li, K.[Kewen],
Fixed-Time Command Filter Fuzzy Adaptive Formation Control for Nonholonomic Multirobot Systems With Unknown Dead-Zones,
ITS(25), No. 11, November 2024, pp. 17305-17316.
IEEE DOI 2411
Robots, Formation control, Adaptive systems, Mobile robots, Convergence, Collision avoidance, Transient analysis, NMRSs, collision avoidance and connectivity maintenance BibRef

Chen, C.[Chen], Zou, W.C.[Wen-Cheng], Xiang, Z.R.[Zheng-Rong],
Event-Triggered Connectivity-Preserving Formation Control of Heterogeneous Multiple USVs,
SMCS(54), No. 12, December 2024, pp. 7746-7755.
IEEE DOI 2411
Protocols, Topology, Formation control, Upper bound, Trajectory, Fuzzy logic, Trajectory tracking, Adaptive control, uncertain system BibRef

Yu, L.[Lin], Qiao, L.[Lei], Shen, C.[Chao],
Obstacle Avoidance for a Large-Scale High-Speed Underactuated AUV in Complex Environments,
ITS(25), No. 12, December 2024, pp. 19831-19841.
IEEE DOI 2412
Vehicle dynamics, Collision avoidance, Uncertainty, Gold, Vectors, Kinematics, Adaptation models, High-fidelity visual simulation, integral terminal sliding mode control BibRef

Wu, J.H.[Jie-Hong], Zhang, N.[Nan], Li, D.Y.[Dan-Yang], Bi, J.[Jing], Han, G.J.[Guang-Jie],
A Context-Aware Feature Fusion Method for Multi-UAV Cooperative Air Combat,
ITS(26), No. 5, May 2025, pp. 7197-7210.
IEEE DOI 2505
Autonomous aerial vehicles, Drones, Atmospheric modeling, Mathematical models, Heuristic algorithms, Vectors, context-aware adaptive feature fusion BibRef

Cheng, M.[Ming], Liu, H.[Hao], Xi, J.X.[Jian-Xiang], Zheng, Y.S.[Yuan-Shi],
Data-Driven Robust Optimal Guidance With Input Saturation via Differential Graphical Game Strategy for Cooperative Aerial Vehicles,
ITS(26), No. 6, June 2025, pp. 8612-8621.
IEEE DOI 2506
Games, Target tracking, Feedforward systems, Synchronization, Navigation, Indexes, Backstepping, Performance analysis, input saturation BibRef

Song, X.N.[Xiao-Na], Wu, C.L.[Cheng-Lin], Lam, H.K.[Hak-Keung], Wang, X.[Xin], Song, S.[Shuai],
Adaptive Fuzzy Predefined-Time Cooperative Formation Control for Multiple USVs With Universal Global Performance Constraints,
ITS(26), No. 7, July 2025, pp. 10725-10735.
IEEE DOI 2507
Formation control, Vehicle dynamics, Silicon, Protocols, Convergence, Uncertainty, Fuzzy logic, Adaptive systems, Explosions, predefined-time control BibRef

Yue, S.[Sheng], Zong, F.[Fang], Dantsuji, T.[Takao], Ngoduy, D.[Dong],
A Sequencing Game Approach for Eco-Friendly Platoon Merging in a Connected Environment,
ITS(26), No. 8, August 2025, pp. 11677-11695.
IEEE DOI 2508
Merging, Games, Costs, Road transportation, Sequential analysis, Safety, Game theory, Fuels, Delays, Decentralized control, sequencing game BibRef

Liu, Q.Z.[Qing-Zhao], Tian, B.L.[Bai-Ling], Zhang, X.W.[Xue-Wei], Lu, J.J.[Jun-Jie], Li, Z.Y.[Zhi-Yu],
Sampling-Based Hierarchical Trajectory Planning for Formation Flight,
ITS(26), No. 9, September 2025, pp. 13439-13451.
IEEE DOI Code:
WWW Link. 2510
Autonomous aerial vehicles, Trajectory planning, Collision avoidance, Shape, Safety, Trajectory optimization, Sensors, obstacles avoidance BibRef

Du, Z.X.[Zhi-Xu], Zhang, H.[Hao], Wang, Z.[Zhuping], Yan, H.C.[Huai-Cheng],
Motion Planning and Tracking MPC for Multiagent Systems: A Dynamic Affine Formation Approach,
Cyber(55), No. 10, October 2025, pp. 4743-4756.
IEEE DOI 2510
Multi-agent systems, Planning, Vectors, Translation, Shape, Path planning, Optimization, Delays, Heuristic algorithms, nonlinear model predictive control BibRef

Chen, J.C.[Jin-Chao], Ren, C.[Chongde], Hu, Y.J.[Yu-Jiao], Zhang, Y.[Ying], Lu, Y.[Yantao], Li, Q.[Qing], You, T.[Tao], Rodrigues, J.J.P.C.[Joel J. P. C.],
Dual-Centralized Q-Network-Based Reinforcement Learning for Cooperative Path Planning of Multiple UAVs,
ITS(26), No. 9, September 2025, pp. 13232-13246.
IEEE DOI 2510
Path planning, Autonomous aerial vehicles, Optimization, Energy consumption, Reinforcement learning, Real-time systems, dual-centralized Q-network BibRef

Tan, L.N.[Luy Nguyen],
Event-Triggered Observer-Based Hinf Optimal Tracking Formation Control for ITSs With Longitudinal-Lateral Slips and Disturbances,
ITS(26), No. 9, September 2025, pp. 13388-13398.
IEEE DOI 2510
Observers, Vehicle dynamics, Vectors, Game theory, Kinematics, Optimal control, Formation control, Reinforcement learning, game theory BibRef

Tian, Z.X.[Ze-Xing], Yan, J.[Jing], Yang, X.[Xian], Chen, C.[Cailian], Guan, X.P.[Xin-Ping],
Optimally Persistent Formation of AUVs With Model Uncertainty and Unknown Interaction Topology,
ITS(26), No. 9, September 2025, pp. 13993-14010.
IEEE DOI 2510
Topology, Network topology, Formation control, Robot sensing systems, Uncertainty, Shape, Reinforcement learning, uncertainty BibRef


Chapter on Active Vision, Camera Calibration, Mobile Robots, Navigation, Road Following continues in
Adaptive Cruise Control .


Last update:Oct 6, 2025 at 14:07:43