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陈信强

领域:新一代信息技术产业 学校:上海海事大学职称:讲师

基于人工智能、机器学习、深度学习的智慧城市、智能港口和无人码头等方面的研究 智能港航一体化监控,基于视觉导航技术的AGV路线导航与规划 面向无人船的视觉感知及信息处理关键技术 交通大数据挖掘与人工智能,交通建模,e-交通科学 基于交通监控视频的交通行为分析...

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教育背景

2013.09-2018.06:上海海事大学商船学院,博士

2015.09-2016.09:华盛顿大学环境工程系,国家留学基金委公派博士联合培养

2010.09-2012.07:上海海事大学商船学院,硕士

工作经历

2018.09-至今:上海海事大学物流科学与工程研究院,讲师

项目课题经历

论文、成果、著作等

以第一作者(或通信作者)或者合作作者身份在Journal of NavigationJournal of transportation engineeringpart A: systemsTransportation Research Board (TRB)等交通、航海、港航物流等研究领域的顶级会议、顶级期刊发表论文20余篇,其中SCI收录期刊论文10篇、EI收录期刊论文3篇,授权和申请专利共5项,受邀担任Journal of NavigationJournal of transportation engineering, part A: systemsIEEE ACCESS CICTP (20172018)WTC等交通、航海领域内顶级期刊、会议的审稿专家,并担任Journal of Shipping and Ocean Engineering 5个国际期刊编委。参与国家自然科学基金、交通运输部基础研究项目、美国联邦公路局研究项目等纵向课题10余项。

 

1部分学术论文:

[1] Chen, X., Wang, S., Shi, C., Wu, H., Zhao, J., & Fu, J. (2018). Robust Ship Tracking via Multi-view Learning and Sparse Representation. The Journal of Navigation, 1-17 (SCI, Q2, 影响因子 1.580).

[2] Chen, X., Li, Z., Wang, Y., Cui, Z., Shi, C., & Wu, H. (2017). Evaluating the impacts of grades on vehicular speeds on interstate highways. PloS one, 12(9), e0184142 (SCI, Q1, 影响因子 2.766).

[3] Chen, X., Li, Z., Wang, Y., Tang, J., Zhu, W., Shi, C., & Wu, H. (2018). Anomaly Detection and Cleaning of Highway Elevation Data from Google Earth Using Ensemble Empirical Mode Decomposition. Journal of Transportation Engineering, Part A: Systems, 144(5), 04018015 (SCI, Q3, 影响因子0.962).

[4] Chen, X., Li, Z., Wang, Y., Shi, C., Wu, H., & Wang, S. (2017). Highway elevation data smoothing using local enhancement mechanism and Butterworth filter. International journal of innovative computing information and control, 13(6), 1887-1901 (EI).

[5] Wu, H., Chen, X., Shi, C., Xiao, Y., & Xu, M. (2012). An ACOA-AFSA fusion routing algorithm for underwater wireless sensor network. International Journal of Distributed Sensor Networks, 8(5), 920505 (导师一作, 本人二作, SCI, Q3, 影响因子1.239).

[6] 吴华锋,陈信强,毛奇凰,张倩楠,张寿春。基于自然选择策略的蚁群算法求解TSP问题[J],通信学报,, 2013 (4): 165-170 (导师一作, 本人二作, EI).

[7] Wu, H., Chen, X., Shi, C., Xiao, Y. (2012). Building a WSN Based Internet-of-ships for Inland Shipping, International Journal of Convergence Information Technology, 2012, 7 (1) (导师一作, 本人二作, EI).

[8] Chen, X., Shi, C., Wan, Q., Wang, S., Wu, H., & Fu, J. (2017). A methodology for marine point target detection with gradient-based background suppression mechanism. ICIC express letters, Part b, applications: an international journal of research and surveys, 8(6), 1007-1014.

[9] Chen, X., Shi, C., Wang, S., Wu, H., Xu, T., & Ke, R. (2017). Research Review on Marine Search and Rescue. Journal of Shipping and Ocean Engineering, 7, 112-120.

[10] Chen, X., Shi, C., Wang, S., Wu, H., Zhao, J., & Li, Z. (2018). Automatic tracking of ships based on maritime surveillance videos (No. 18-02553), 97届交通运输研究年会 (97th TRB), Poster.

[11] Chen, X., Shi, C., Wang, S., Wu, H., Li, Z., & Zhou, J. (2018). Recognizing typical merchant ship categories based on a deep network (No. 18-02544), 97届交通运输研究年会 (97th TRB), Poster.

[12] Zhao, J., Chen, X., Wang, S., Liu, W., Ji, B., Liu, Y., & Xu, T. (2018). A Study of the Characteristics of a Deformable Antenna Based on Gas Discharge. IEEE Transactions on Antennas and Propagation, 66(1), 59-70 (SCI, Q1, 影响因子 2.957).

[13] Li, Z., Chen, X., Wu, H., Qi, Y., & Wang, C. A Novel Framework for Automatic Vehicle Trajectory Extraction and Denoising from Aerial Videos, 23届香港交通运输学术年会 (23rd HKSTS), (拟于201812月参会,并做口头报告).

[14] Tang, J., Zhang, S., Chen, X., Liu, F., & Zou, Y. (2018). Taxi trips distribution modeling based on Entropy-Maximizing theory: A case study in Harbin city-China. Physica A: Statistical Mechanics and its Applications, 493, 430-443 (SCI, Q1, 影响因子2.243).

[15] Wu, H., Mei, X., Chen, X., Li, J., Wang, J., & Mohapatra, P. (2018). A novel cooperative localization algorithm using enhanced particle filter technique in maritime search and rescue wireless sensor network. ISA transactions, 78, 39-46 (SCI,影响因子3.394).

[16] Zhang, W., Su, Y., Ke, R., & Chen, X. (2018). Evaluating the influential priority of the factors on insurance loss of public transit. PloS one, 13(1), e0190103 (SCI, Q1, 影响因子 2.766).

[17] Zhao, J., Wang, S., Wu, H., Liu, Y., Chang, Y., & Chen, X. (2017). Flexible plasma linear antenna. Applied Physics Letters, 110(9), 094108 (SCI, Q1, 影响因子 3.495).

[18] Zhang, W., Dai, J., Pei, Y., Li, P., Yan, Y., & Chen, X. (2016). Drivers’ visual search patterns during overtaking maneuvers on freeway. International journal of environmental research and public health, 13(11), 1159 (SCI, 影响因子 2.145).

 

2部分申请及授权发明专利:

[1] 陈信强. 一种船舶跟踪方法,申请号:201810890137.7 (发明专利).

[2] 陈信强. 基于Canny算子和高斯形态学的船舶检测方法,申请号:201810967927.0 (发明专利).

[3] 陈信强. 一种级联式由粗到静的卷积神经网络船舶类型识别方法,申请号:201811025411.0 (发明专利).

[4] 吴华锋,陈信强. 基于WSN构建的船舶驾驶台火灾监控系统,专利号:CN201110276308.5 (发明专利).

 

3部分项目:

1. 国家自然科学基金青年科学项目,51709167,船载北斗多面化、可控式四臂螺旋天线阵列性能调控机理研究,2018/01-2020/1222万,在研,参加.

2. 国家自然科学基金面上项目,51579143,基于海浪遮蔽效应模型的海洋传感网三维动态协同定位机制,2016/01-2019/1263万,在研,参加.

3. 国家自然科学基金面上项目,51279099,基于海浪遮蔽效应模型的海洋传感网三维动态协同定位机制,2013/01-2016/1280万,已结题,参加.

4. 交通部应用基础研究项目,2013329810300,无线传感网在海上搜救应用中的鲁棒路由算法研究,2013/04-2015/05,已结题,参加.

5. 上海市曙光学者人才计划项目,12SG40,基于无线传感网的海上搜救目标定位关键技术研究,2013/01-2015/01,15万,已结题,参加.

6. 上海市自然科学基金重点项目,12ZR141250,无线传感网在海上搜救中的应用及其拓扑研究,2012/07-2015/06,10万,已结题,参加.

7. 上海市教委科研创新项目,09YZ247,构建移动水下传感网络关键技术研究,

专利、著作版权等

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