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Bin Ran

University of Wisconsin-Madison

  • University of Wisconsin-Madison

SCHOLARLY PAPERS

7

DOWNLOADS

832

TOTAL CITATIONS

6

Scholarly Papers (7)

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1.

Generative Adversarial Network for Car Following Trajectory Generation and Anomaly Detection

Number of pages: 30 Posted: 16 May 2022
Haotian Shi, Shuoxuan Dong, Yuankai Wu, Shen Li, Yang Zhou and Bin Ran
University of Wisconsin-Madison, University of Wisconsin-Madison, Sichuan University, Tsinghua University, University of Wisconsin-Madison and University of Wisconsin-Madison
Downloads 352 (214,990)
Citation 4

Abstract:

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Automated Driving, GAN, LSTM, Anomaly Detection

2.

Distributed Connected Automated Vehicles Control Under Real‐Time Aggregated Macroscopic Car Following Behavior Estimation Based on Deep Reinforcement Learning

Number of pages: 30 Posted: 25 May 2022
Haotian Shi, Danjue Chen, Nan Zheng, Xin Wang, Yang Zhou and Bin Ran
University of Wisconsin-Madison, University of Massachusetts Lowell, Monash University, University of Wisconsin-Madison, University of Wisconsin-Madison and University of Wisconsin-Madison
Downloads 163 (467,092)

Abstract:

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mixed traffic environment, distributed control, deep reinforcement learning, traffic oscillation dampening, connected automated vehicle

3.

Stochastic Capacity Analysis for a Distributed Connected Automated Vehicle Virtual Car-Following Control Strategy

Number of pages: 25 Posted: 22 Jul 2022
Tianyi Chen, Siyuan Gong, Meng Wang, Xin Wang, Yang Zhou and Bin Ran
University of Wisconsin-Madison, Chang’an University, Dresden University of Technology, University of Wisconsin-Madison, University of Wisconsin-Madison and University of Wisconsin-Madison
Downloads 108 (654,668)
Citation 1

Abstract:

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Stochastic Capacity Analysis, Virtual Car Following, Stochastic Communication, Connected Automated Vehicles, Traffic Arrival Pattern

4.

Cell Transmission Model Based Connected Automated

Number of pages: 24 Posted: 15 Mar 2024
Yifan Yao, Fan Pu, Yang Zhou, Xin Wang, Xiaotian Li and Bin Ran
affiliation not provided to SSRN, Texas A&M University, Texas A&M University, University of Wisconsin-Madison, affiliation not provided to SSRN and University of Wisconsin-Madison
Downloads 79 (809,932)

Abstract:

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signalized intersection, connected automated vehicles, Quadratic 
Programming, Cell transmission model

5.

Cooperative Control of Dynamic Cav Dedicated Lanes and Vehicle Active Lane Changing in the Expressway Bottleneck Area

Number of pages: 26 Posted: 12 Dec 2023
Yunran Di, Weihua Zhang, Heng Ding, Xiaoyan Zheng and Bin Ran
Hefei University of Technology, Hefei University of Technology, Hefei University of Technology, Hefei University of Technology and University of Wisconsin-Madison
Downloads 71 (875,328)

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Expressway bottleneck, Dynamic CAV dedicated lane, Lane changing control, Model predictive control

6.

Spontaneous Risk-Aware Selective Cooperative Perception

Number of pages: 23 Posted: 18 Nov 2025
Jiaxi Liu, Chengyuan Ma, Hang Zhou, Weizhe Tang, Shixiao Liang, Haoyang Ding, Xiaopeng Li and Bin Ran
University of Wisconsin-Madison, University of Wisconsin-Madison, University of Wisconsin-Madison, University of Wisconsin-Madison, University of Wisconsin-Madison, University of Wisconsin-Madison, University of Wisconsin-Madison and University of Wisconsin-Madison
Downloads 51 (1,121,190)
Citation 1

Abstract:

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Cooperative perception, Vehicle-to-Everything, Object detection, Blind spot analysis, Spontaneous Risk-Aware Selective Cooperative Perception (SRA-CP)

7.

CrossTraffic: An Open-Source Framework for Reproducible Transportation Analysis and Executable Knowledge Management

Number of pages: 23 Posted: 11 Jul 2026
Rei Tamaru and Bin Ran
University of Wisconsin-Madison and University of Wisconsin-Madison
Downloads 8

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Knowledge Management, Knowledge graph, Retrieval augmented generation, Large language model, Transportation Analysis