城市公交动态网络的CPSS模型及其时空域协同优化方法研究
61773381
2017
F0302.控制系统与应用
熊刚
面上项目
研究员
中国科学院自动化研究所
64万元
城市公交动态网络;交通诱导;数据驱动方法;时空域协同优化;社会物理信息系统
2018-01-01到2021-12-31
- 中英文摘要
- 结题摘要
- 结题报告
- 项目成果
- 项目参与人
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| 序号 | 标题 | 类型 | 作者 |
|---|---|---|---|
| 1 | 平行交通管理与控制关键技术与应用,科学技术奖,特等奖 | 奖励 | 王飞跃;朱凤华;王坤峰;吕宜生;李镇江;王晓;熊刚;韩双双;董西松 |
| 2 | A Semi-supervised End-to-end Framework for Transportation Mode Detection by Using GPS-enabled Sensing Devices | 期刊论文 | Zhishuai Li;Gang Xiong;Zebing Wei;Yisheng Lv;Noreen Anwar;Fei-Yue Wang |
| 3 | Research and Application of Industrial Equipment Management Service System Based on Cloud-Edge Collaboration | 会议论文 | Hua Zhang;Shichao Chen;Ping Zou;Gang Xiong;Hongxia Zhao;Yicun Zhang |
| 4 | CenterNet3D: An Anchor free Object Detector for Autonomous Driving | 期刊论文 | Guojun Wang;Bin Tian;Yunfeng Ai;Tong Xu;Long Chen;Dongpu Cao |
| 5 | Cyber-Physical Social Systems for Smart Cities: An Overview | 会议论文 | Noreen Anwar;Gang Xiong;Wanze Lu;Peijun Ye;Hongxia Zhao;Qinglai Wei |
| 6 | 基于付费机制的安全可信边缘协同方法与系统 | 专利 | 熊刚;付海军;朱凤华;陈世超;商秀芹;沈震;胡斌;王飞跃 |
| 7 | An Interpretability Analysis of Travel Decision Learning in Cyber-Physical-Social-Systems | 会议论文 | Miao Guo;Peijun Ye;Xudong Liu;Sheng Liu;Gang Xiong;Liguo Zhang |
| 8 | FII-CenterNet: An Anchor-free Detector with Foreground Attention for Traffic Object Detection | 期刊论文 | Siqi Fan;Fenghua Zhu;Shichao Chen;Hui Zhang;Bin Tian;Yisheng Lv;Fei-Yue Wang |
| 9 | 面向边缘计算的计算任务调度方法、系统、装置 | 专利 | 李奇杰;陈世超;朱凤华;熊刚;张利国;商秀芹;刘旭东;王飞跃 |
| 10 | 基于ACP方法的复杂交通系统管理与控制 | 奖励 | 王飞跃;吕宜生;朱凤华;叶佩军;陈圆圆 |
| 11 | A Collaborative Communication-Qmix Approach for Large-scale Networked Traffic Signal Control | 会议论文 | Xiaoyu Chen;Gang Xiong;Yisheng Lv;Yuanyuan Chen;Bing Song;Fei-Yue Wang |
| 12 | Improving Road Detection Results Based on Ensemble Learning and Key Samples Focusing | 会议论文 | Siqi Fan;Fenghua Zhu;Hui Zhang;Yisheng Lv;Xiao Wang;Gang Xiong;Fei-Yue Wang |
| 13 | A Kind of Change Management Method for Global Value Chain Optimization and Its Case Study | 期刊论文 | Guangyu Xiong;Huaiyu Wu;Petri Helo;Xiuqin Shang;Gang Xiong;Rui Qin;Fei-Yue Wang |
| 14 | 基于多重社会关系约束的人工人口合成方法、系统、装置 | 专利 | 叶佩军;王飞跃;朱凤华 |
| 15 | Social Signal-Driven Knowledge Automation: A Focus on Social Transportation | 期刊论文 | Hao Lu;Yifan Zhu;Yong Yuan;Weichao Gong;Juanjuan Li;Kaize Shi;Yisheng Lv;Zhendong Niu;Fei-Yue Wang |
| 16 | Collaborative Optimization of Cyber Physical Social Systems for Urban Transportation Based on Knowledge Automation | 会议论文 | Gang Xiong;Xiaoyu Chen;Nan Shuo;Yisheng Lv;Fenghua Zhu;Tianci Qu;Peijun Ye |
| 17 | 基于混合深度学习的短时交通流量预测方法、系统、装置 | 专利 | 熊刚;李志帅;吕宜生;陈圆圆;赵红霞;朱凤华;沈震;王飞跃 |
| 18 | Urban Trip Generation Forecasting based on Gradient Boosting Algorithm | 会议论文 | Zhishuai Li;Gang Xiong;Yu Zhang;Meng Zheng;Xisong Dong;YiSheng Lv |
| 19 | Detection of Driver Fatigue State using Deep Neural Network | 会议论文 | Noreen Anwar;Gang Xiong;Miao Guo;Peijun Ye;Hub Ali;Qinglai Wei |
| 20 | Cyber-Physical-Social Systems for Smart City: An Implementation based on Intelligent Loop | 会议论文 | Gang Xiong;Xiaoyu Chen;Nan Shuo;Yisheng Lv;Fenghua Zhu;Tianci Qu;Peijun Ye |
| 21 | 网约车停车位置诱导方法、平台及系统 | 专利 | 朱凤华;吕宜生;王飞跃;董西松;熊刚;赵红霞 |
| 22 | The Smart Street Lighting System Based on NB-IoT | 会议论文 | Chen Shichao;Xiong Gang;Xu Jia;Han Shuangshuang;Wang Fei-Yue;Wang Kun |
| 23 | 交通运输主动安全防控体系技术研究与人车路协同应用 | 奖励 | 张孜;陈欢;熊刚;彭聪;欧勇辉;朱凤华;吕宜生;冯川;区龙海;邹祥莉 |
| 24 | Taxi Demand Prediction Using Parallel Multi-Task Learning Model | 期刊论文 | Chizhan Zhang;Fenghua Zhu;Xiao Wang;Leilei Sun;Haina Tang;Yisheng Lv |
| 25 | A Hybrid Deep Learning Approach with GCN and LSTM for Traffic Flow Prediction | 会议论文 | Zhishuai Li;Gang Xiong;Yuanyuan Chen;Yisheng Lv;Bin Hu;Fenghua Zhu;Fei-Yue Wang |
| 26 | 2019年度中国产学研合作创新奖(个人) | 奖励 | 熊刚 |
| 27 | Path Planning System for Smart Cars Used in Education | 会议论文 | Guangyu Xiong;Lulu Niu;Yanfu Tian;Jiehan Zhou;Babak Mohajeri;Timo R. Nyberg |
| 28 | Parallel Transportation Systems: Toward IoT-Enabled Smart Urban Traffic Control and Management | 期刊论文 | Fenghua Zhu;Yisheng Lv;Yuanyuan Chen;Xiao Wang;Gang Xiong;Fei-YueWang |
| 29 | 智能控制方法与应用(上),第一章 智能控制的历史与背景 | 专著 | 王飞跃;商秀芹;张俊;崔炜;鲁仁全;邢玛丽;曹亮;高晓斌 |
| 30 | Solutions Verification for Cloud-Based Networked Control System using Karush-Kuhn-Tucker Conditions | 会议论文 | Ali Yasir;Shen Zhen;Zhu Fenghua;Xiong Gang;Chen Shichao;Xia Yuanqing;Wang Fei-Yue |
| 31 | Artificial Intelligence Course Design: iSTREAM-based Visual Cognitive Smart Vehicles | 会议论文 | Xiaoyan Gong;Yilin Wu;Zifan Ye;Xiwei Liu |
| 32 | 城市轨道交通CPSS平台构建研究 | 期刊论文 | 董西松;沈震;熊刚;朱凤华;胡斌 |
| 33 | UAV assisted bridge defect inspection system | 会议论文 | Yang S.;Shen Z.;Wang X.;Bai T.;Ji Y.;Jiang Y.;Liu X.;Dong X.;Li C.;Han Q.;Lu J.;Xiong G. |
| 34 | A Multi-Stream Feature Fusion Approach for Traffic Prediction | 期刊论文 | Zhishuai Li;Gang Xiong;Yonglin Tian;Yisheng Lv;Yuanyuan Chen;Pan Hui;Xiang Su |
| 35 | Differential Time-variant Traffic Flow Prediction Based on Deep Learning | 会议论文 | Wei Zhang;Fenghua Zhu;Yuanyuan Chen;Xiao Wang;Fei-Yue Wang |
| 36 | 社会物理信息系统(CPSS)及其典型应用 | 期刊论文 | 熊刚 |
| 37 | Fast Calibration of Agent-Based Model using Mean-Field Approach | 会议论文 | Wanze Lu;Gang Xiong;Xudong Liu;Sheng Liu;Peijun Ye;Liguo Zhang |
| 38 | CPSS-based Signal Forwarding Method at Relays for Full-duplex Cooperative Vehicular Networks | 会议论文 | Shuangshuang Han;Houxue Ma;Xiao Wang;Hong Liu;Dongpu Cao;Fei-Yue Wang |
| 39 | 基于区块链的云边端协同停车管理计时收费系统、方法 | 专利 | 朱凤华;叶佩军;韩双双;王飞跃;熊刚 |
| 40 | Gaze-Aided Eye Detection via Appearance Learning | 会议论文 | Lin Cao;Chao Gou;Kunfeng Wang;Gang Xiong;Fei-Yue Wang |
| 41 | 用于动态边缘计算的协同调度方法、系统、装置 | 专利 | 熊刚;付海军;陈世超;朱凤华;谭思敏;李伟;奚邦文;王飞跃 |
| 42 | 云端协同的深度学习模型分布式训练方法及系统 | 专利 | 朱凤华;韦越;陈世超;熊刚;叶佩军;商秀芹;胡斌;王飞跃 |
| 43 | YOLOv4 based Deep Learning Algorithm for Defects Detection and Classification of Rail Surface | 会议论文 | Noreen Anwar;Zhen Shen;Qinglai Wei;Gang Xiong;Peijun Ye;Zhishuai Li;Yisheng Lv;Hongxia Zhao |
| 44 | Cyber-Physical-Social Systems: The State of the Art and Perspectives | 期刊论文 | Zhang Jun Jason;Wang Fei-Yue;Wang Xiao;Xiong Gang;Zhu Fenghua;Lv Yisheng;Hou Jiachen;Han Shuangshuang;Yuan Yong;Lu Qingchun;Lee Yishi |
| 45 | Short-term Bus Passenger Flow Forecast Based On Deep Learning | 会议论文 | Xiaoshuang Li;Ziyang Chen;Fenghua Zhu;Wei Chang;Chang Tan;Gang Xiong |
| 46 | Traffic Congestion Prediction using Decision Tree, Logistic Regression and Neural Network | 会议论文 | Tariku Sinshaw Tamir;Gang Xiong;Zhen Shen;Zhishuai Li;Hao Tao;Bin Hu |
| 47 | Collaborative Scheduling of Computing Tasks for Edge Computing | 会议论文 | Yue Liu;Gang Xiong;Fenghua Zhu;Shichao Chen;Liguo Zhang;Xudong Liu |
| 48 | Research and Practice of Lightweight Digital Twin Speeding up the Implementation of Flexible Manufacturing Systems | 奖励 | Xiaodong Zhang;Bin Hu;Gang Xiong;Xinjie Liu;Xisong Dong;Dongjia Li |
| 49 | 城市公共交通智能化关键技术研究及应用示范 | 奖励 | 张孜;王飞跃;彭聪;于洁涵;欧勇辉;区磊海;黄钦炎;朱凤华;熊刚;李莹 |
| 50 | 基于云边协同的人机混合增强智能系统、方法、装置 | 专利 | 朱凤华;李嘉硕;陈世超;熊刚;吕宜生;叶佩军;王晓;王飞跃 |
| 51 | Cyber-Physical-Social Systems for Smart City: An Implementation based on Intelligent Loop | 奖励 | Gang Xiong;Xiaoyu Chen;Nan Shuo;Yisheng Lv;Fenghua Zhu;Tianci Qu;Peijun Ye |
| 52 | 聚焦关键样本的基于集成学习的道路区域检测方法、系统 | 专利 | 朱凤华;范嗣祺;陈圆圆;王晓;徐延才;熊刚;王飞跃 |
| 53 | 边缘计算任务协同调度方法、系统、装置 | 专利 | 陈世超;李奇杰;朱凤华;熊刚;韩双双;赵航;崔春雨;王飞跃 |
| 54 | 基于物联网的市政交通设施管理与服务关键技术研究 | 奖励 | 张孜;刘坚;戴宇聪;梁海鸥;黄钦炎;田滨;陈世超;邹祥莉 |
| 55 | 基于深度强化学习单路口交通信号控制方法、系统、装置 | 专利 | 吕宜生;柴嘉骏;于铭瑞;陈圆圆;熊刚;朱凤华;王飞跃 |
| 56 | Sensing Urban Transportation Events from Multi-Channel Social Signals with the Word2vec Fusion Model | 期刊论文 | Lu Hao;Shi Kaize;Zhu Yifan;Lv Yisheng;Niu Zhendong |
| 57 | TiDEC: A Two-Layered Integrated Decision Cycle for Population Evolution | 期刊论文 | Peijun Ye;Xiao Wang;Gang Xiong;Shichao Chen;Fei-Yue Wang |
| 58 | Building Urban Public Traffic Dynamic Network based on CPSS: An Integrated Approach of Big Data and AI | 期刊论文 | Gang Xiong;Zhishuai Li;Huaiyu Wu;Shichao Chen;Xisong Dong;Fenghua Zhu;Yisheng Lv |
| 59 | 基于平行集成学习的交通路径推荐方法、系统、装置 | 专利 | 朱凤华;郭中正;陈圆圆;吕宜生;王飞跃;赵红霞 |
| 60 | Calibration of Agent-Based Model Using Reinforcement Learning | 会议论文 | Bing Song;Gang Xiong;Songmin Yu;Peijun Ye;Xisong Dong;Yisheng Lv |
| 61 | 新增公交路线的方法、装置、计算机设备和存储介质 | 专利 | 朱凤华;熊刚;董西松;王飞跃;周学富;陈宇锋;郑丽玲 |
| 62 | Research Progress of Parallel Control and Management | 期刊论文 | Gang Xiong;Xisong Dong;Feiyue Wang;Hao Lu;Dayong Shen;Xiwei Liu;Fenghua Zhu;Xiuqin Shang |
| 63 | 数据处理方法、边缘服务器、中心服务器及处理系统 | 专利 | 陈世超;沙鹏;朱凤华;熊刚;王晓;叶佩军;韩双双;王飞跃 |
| 64 | Deep Imitation Learning for Traffic Signal Control and Operations Based on Graph Convolutional Neural Networks | 会议论文 | Xiaoshuang Li;Zhongzheng Guo;Xingyuan Dai;Yilun Lin;Junchen Jin;Fenghua Zhu;Fei-Yue Wang |
| 65 | 基于物联网的交通状态感知与平行管控 | 专著 | 熊刚;王飞跃;董海荣;朱凤华 |
| 66 | Real-Time Mine Road Boundary Detection and Tracking for Autonomous Truck | 期刊论文 | Xiaowei Lu;Yunfeng Ai;Bin Tian |
| 67 | Heterogeneous Knowledge Learning of Predictive Academic Intelligence in Transportation | 期刊论文 | H. Lu;Y. Zhu;Q. Lin;T. Wang;Z. Niu;E. Herrera-Viedma |
| 68 | 智能控制方法与应用(上) 第六章 平行控制 | 专著 | 王飞跃;董西松;熊刚 |
| 69 | Deep Behavioral Cloning for Traffic Control with Virtual Expert Demonstration Under a Parallel Learning Framework | 会议论文 | Xiaoshuang Li;Fenghua Zhu;Fei-Yue Wang |
| 70 | Collaborative Edge Network Model Research and Ant Colony Orchestraror Design for IoT | 会议论文 | Haijun Fu;Gang Xiong;Yue Liu;Bin Hu;Sheng Liu;Shichao Chen |
| 71 | 基于多任务共预测神经网络的城市出租车需求预测方法 | 专利 | 朱凤华;张驰展;叶佩军;李镇江;董西松;熊刚;王飞跃 |
| 72 | 基于区块链的车辆违章变道检测记录方法、系统、装置 | 专利 | 朱凤华;王飞跃;袁勇;李镇江;熊刚;沈震;赵红霞 |
| 73 | 3D Vehicle Detection with RSU LiDAR for Autonomous Mine | 期刊论文 | Jian Wu;Guojun Wang;Bin Tian;Tong Xu |
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