曲婷,教授,博士生導師,控制理論與控制工程專業博士,主要研究方向為智能駕駛,輔助駕駛、人機共駕、駕駛行為建模、多源傳感信息融合等關鍵技術開發。
作為項目負責人,承擔國家自然科學基金青年基金1項、國家科技創新2030-“新一代人工智能”重大項目子課題1項、國家科技部重點研發計劃子課題1項,吉林省科技廳優秀青年人才基金項目1項、吉林省科技廳重點研發計劃項目1項、吉林省教育廳項目1項,東風技術中心ADAS子課題1項。在本領域發表學術論文30餘篇,其中以第一作者或通信作者發表高水平SCI論文10餘篇,授權發明專利11項,1項美國專利。
主要科研項目:
1.尊重駕駛員意圖的共駕型智能車輛主動避障控制方法研究,國家自然科學基金青年基金, 2018.01-2020.12,61703178,23萬元,項目負責人
2.混行交通場景下自動駕駛汽車智能度測試與評價關鍵技術,吉林省科技廳重點研發計劃,2023.01-2025.12,20230201109GX,50萬元,項目負責人
3.基于駕駛人駕駛技能的個性化人機共駕理論,國家重點研發計劃子項目,2016.07-2020.12,2016YFB0100904,45萬元,子課題負責人
4.基于駕駛意圖預測的智能車輛主動避障方法研究,吉林省科技廳優秀青年人才基金,2018.01-2019.112,20180520200JH,9萬元,項目負責人
5.東風乘用車自主智能輔助駕駛系統的研發與應用(第二階段),2019.01-2020.12,90萬元,子課題負責人
6.可信可解釋的人機共駕混合智能決策與在線評估,科技創新2030-“新一代人工智能”重大項目子課題,2020.11-2024.11,2020AAA0108101,94萬元,子課題負責人
以第一作者或通信作者發表學術期刊論文:
[1] Ting Qu, Hong Chen, Dongpu Cao, Hongyan Guo, Bingzhao Gao. Switching-based stochastic model predictive control approach for modeling driver steering skill [J]. IEEE Transactions on Intelligent Transportation Systems, 16(1): 365-375, 2015.
[2] Ting Qu, Hong Chen, Yan Ji, Hongyan Guo, Yueting Xu. A stochastic model predictive control approach for modeling driver steering control [J]. International Journal of Vehicle Design, 70(3): 249-277, 2016.
[3] Yuxiang Zhang, Lulu Guo, Bingzhao Gao, Ting Qu*, Hong Chen. Deterministic Promotion Reinforcement Learning Applied to Longitudinal Velocity Control for Automated Vehicles [J]. IEEE Transactions on Vehicular Technology, 29(1): 338-348, 2020.
[4] Bingzhao Gao, Kunyang Cai, Ting Qu*, Yunfeng Hu, Hong Chen. Personalized Adaptive Cruise Control Based on Online Driving Style Recognition Technology and Model Predictive Control [J]. IEEE Transactions on Vehicular Technology, 69(11): 12482-12496, 2020.
[5] Shuyou Yu, Ting Qu, Fang Xu, Hong Chen, Yunfeng Hu. Stability of finite horizon model predictive control with incremental input constraints [J]. Automatica, 79: 265-272, 2017.
[6] Ting Qu, Junwu Zhao, Huihua Gao, Kunyang Cai, Hong Chen, Fang Xu*, Multi-mode switching-based model predictive control approach for longitudinal autonomous driving with acceleration estimation, IET Intelligent Transport Systems, 2020, 14(14), 2102-2112.
[7] Zhuqing Shi, Hong Chen, Ting Qu*, Shuyou Yu, Human–Machine Cooperative Steering Control Considering Mitigating Human–Machine Conflict Based on Driver Trust, IEEE Transactions on Human-Machine Systems, October 2022,52(5), 1036-1048.
[8] Kunyang Cai, Ting Qu*, Hong Chen, Bingzhao Gao, Ning Bian, Low-Cost Hybrid Multi-Sensor Fusion Method and Implementation for Production Intelligent Vehicles, IEEE Transactions on Instrumentation and Measurement, September, 2022, 71, 3520516.
[9] Junwu Zhao, Ting Qu*, Xun Gong, Hong Chen, Interaction-Aware Personalized Trajectory Prediction for Traffic Participant Based on Interactive Multiple Model, IEEE Transactions on Intelligent Vehicles, 2022.
[10] Fang Xu, Zhongyi Guo, Hong Chen, Dongdong Ji, Ting Qu, A Custom Parallel Hardware Architecture of Nonlinear Model Predictive Control on FPGA, IEEE Transactions on Industrial Electronics, 2021,69, 11569-11579.
授權發明專利:
[1] Kunyang Cai, Ting Qu, Bingzhao Gao, Wenqi Qu, Sihan Liu, Multi-Target Dynamic Simulation Test System for Vehicle-Mounted Millimeter-Wave Radar,美國,申請号:16/876,968,公開号:US-2020-0371207-A1,公開日:2020.11.26,申請日:2020.05.18,專利号:US 11,585,893.
[2] 曲婷,王秋,麻穎俊,陳虹,一種考慮多目标的車輛自适應巡航控制方法,中國,授權,專利号:ZL201610351859.6.
[3] 曲婷,褚建新,王一男,許芳,于樹友,一種車輛避障軌迹規劃與跟蹤控制方法, 中國,授權,專利号:ZL201910680463.X.
[4] 曲婷,褚建新,陳虹, 一種基于高斯僞譜法的車輛避障軌迹規劃方法,中國,授權,專利号:ZL202010404626.4.
[5] 曲婷, 王一男, 曲文奇, 于樹友,基于高斯混合隐馬爾科夫模型的駕駛員換道意圖識别方法,中國,授權,專利号:ZL201911107281.X.
[6] 蔡坤陽,曲婷,曲文奇,高炳钊,陳虹,一種用于汽車自适應巡航系統的駕駛風格識别和分類方法, 中國,授權,專利号:ZL202010454845.3.
[7] 蔡坤陽,曲婷,賴峰, 曲文奇,高炳钊,陳虹,一種智能汽車的目标級多傳感器融合方法,中國,授權,專利号:ZL202010960587.6.
[8] 宋佳,曲婷,于樹友,蔡坤陽,一種多傳感器多目标關聯跟蹤方法,中國,授權,專利号:ZL202110386725.9.
[9] 曲文奇,曲婷,陳虹,賴峰,一種基于Mobileye提供車道線方程的後向車道線推算方法,中國,授權,專利号:ZL202010900834.3.
[10] 李超群,高炳钊,冷智鑫,曲婷,一種全地形車車架,中國,授權,專利号:ZL202022952557.9.
[11] 曲婷,劉普俊,杜少毅,基于GMM-HMM的高速公路他車超車換道意圖識别方法,中國,授權,專利号:ZL202210866316.3.
[12] 曲婷,高慧華,宮洵,胡雲峰,考慮感知受限特性的個性化駕駛員跟車建模方法,中國,授權,專利号:ZL202210101344.6.
聯系方式:
電話:13596061663 郵箱:quting@jlu.edu.cn
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