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| A Data-Driven Real-Time Trajectory Planning and Control Methodology for UGVs Using LSTMRDNN 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1292-1294 作者: Kaiyuan Chen; Runqi Chai; Runda Zhang; Zhida Xing; Yuanqing Xia; Guoping Liu Adobe PDF(854Kb)  |  收藏  |  浏览/下载:25/7  |  提交时间:2024/04/10 |
| Depth-Guided Vision Transformer With Normalizing Flows for Monocular 3D Object Detection 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 673-689 作者: Cong Pan; Junran Peng; Zhaoxiang Zhang Adobe PDF(37784Kb)  |  收藏  |  浏览/下载:49/20  |  提交时间:2024/02/19 Monocular 3D object detection normalizing flows Swin Transformer |
| A Dual Closed-Loop Digital Twin Construction Method for Optimizing the Copper Disc Casting Process 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 581-594 作者: Zhaohui Jiang; Chuan Xu; Jinshi Liu; Weichao Luo; Zhiwen Chen; Weihua Gui Adobe PDF(16387Kb)  |  收藏  |  浏览/下载:26/2  |  提交时间:2024/02/19 Copper disc casting machine digital twin (DT) mechanism modeling self-optimization |
| A Novel Tensor Decomposition-Based Efficient Detector for Low-Altitude Aerial Objects With Knowledge Distillation Scheme 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 487-501 作者: Nianyin Zeng; Xinyu Li; Peishu Wu; Han Li; Xin Luo Adobe PDF(12478Kb)  |  收藏  |  浏览/下载:56/16  |  提交时间:2024/01/23 Attention mechanism knowledge distillation (KD) object detection tensor decomposition (TD) unmanned aerial vehicles (UAVs) |
| Path Planning and Tracking Control for Parking via Soft Actor-Critic Under Non-Ideal Scenarios 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 181-195 作者: Xiaolin Tang; Yuyou Yang; Teng Liu; Xianke Lin; Kai Yang; Shen Li Adobe PDF(4905Kb)  |  收藏  |  浏览/下载:185/119  |  提交时间:2024/01/02 Automatic parking control strategy parking deviation (APS) soft actor-critic (SAC) |
| Feature Matching via Topology-Aware Graph Interaction Model 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 113-130 作者: Yifan Lu; Jiayi Ma; Xiaoguang Mei; Jun Huang; Xiao-Ping Zhang Adobe PDF(26799Kb)  |  收藏  |  浏览/下载:245/160  |  提交时间:2024/01/02 Feature matching graph cut outlier filtering topology preserving |
| Dynamic Frontier-Led Swarming: Multi-Robot Repeated Coverage in Dynamic Environments 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 646-661 作者: Vu Phi Tran; Matthew A. Garratt; Kathryn Kasmarik; Sreenatha G. Anavatti Adobe PDF(7373Kb)  |  收藏  |  浏览/下载:160/39  |  提交时间:2023/03/02 Artificial pheromones distributed control architecture dynamic obstacle avoidance multi-robot coverage stigmergy swarm robotics |
| Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 603-631 作者: Qinghai Miao; Yisheng Lv; Min Huang; Xiao Wang; Fei-Yue Wang Adobe PDF(11937Kb)  |  收藏  |  浏览/下载:804/144  |  提交时间:2023/03/02 Machine learning parallel learning parallel systems sim-to-real syn-to-real virtual-to-real |
| Multi-Source Adaptive Selection and Fusion for Pedestrian Dead Reckoning 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2174-2185 作者: Yuanxun Zheng; Qinghua Li; Changhong Wang; Xiaoguang Wang; Lifeng Hu Adobe PDF(7050Kb)  |  收藏  |  浏览/下载:142/52  |  提交时间:2022/12/02 Adaptive reliability evaluation adaptive weight evaluation Kalman filter (KF) multi-source fusion optimal set selection |
| Complex-Valued Neural Networks: A Comprehensive Survey 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1406-1426 作者: ChiYan Lee; Hideyuki Hasegawa; Shangce Gao Adobe PDF(1612Kb)  |  收藏  |  浏览/下载:186/40  |  提交时间:2022/08/01 Complex activation function complex backpropagation algorithm complex-valued learning algorithm complex-valued neural network deep learning |