Miao Gao

Navigation Technology，Navigation Safety Guarantee，Ship intelligent handling，AIS big data，MASS/USV，IntelliSense of marine navigation environment

2017.3-2021.3 Dalian Maritime University Navigational Science and Technology (Master and Doctoral Program) Ph.D.

2015.9-2017.3 Dalian Maritime University Traffic Information Engineering and Control (Master and Doctoral Program)

2011.9-2015.6 Dalian Maritime University Navigation Technology Bachelor degree

2021.04-2023.06 Tianjin University Assistant Researcher (Postdoctoral)

2023.06-now Tianjin University Associate researcher

2023.02-now National University of Singapore Visiting scholar

[1] National Natural Science Foundation (52201414), Intelligent collision avoidance decision making of multi-ship based on spatio-temporal graph neural network under the hybrid human-machine conditions. Under research, Principal.

[2] Independent Innovation Fund of Tianjin University (2023XJS-0001), Research on Chaos-steganography Communication Technology via MASS Remote Handling Video Channel. under research, Under research, Principal.

[3] Independent Innovation Fund of Tianjin University-Preliminary Research on Tackling Problems (2021XYF-0095), Research on Maritime Navigation Safety Guarantee of Heterogeneous Unmanned Ship Cluster Formation, Concluded, Principal

[4] National Key R & D Plan Project (2023V3-0042), high-performance convenience, light, low-weight inflatable rescue boat key technology research, under research, participation

[5] Guangdong Province Promoting Economic Development Special Fund (2022e2-0036), land-sea integrated multi-factor remote sensing system research and development and industrialization, under research and participation

[6] National Key R&D Program Project (2018YFC1407400), Integration and Application Demonstration of Maritime Silk Road Transportation Environmental Security Service System, Concluded, Participated

[7] Longitudinal Project of Maritime Safety Administration of the Ministry of Transport (0701-184110120264), Overall Planning and Application of China's Coastal Navigation Functional Zone, Conclusion, Participation

[1] Xuewei Li; Miao Gao*; Zhen Kang; Haixin Sun; Yicheng Liu; Chenyang Yao; Anmin Zhang*. Collaborative Search and Rescue based on Swarm of H-MASSs using Consensus Theory[J]. Ocean Engineering 2023, 278:114426 (TOP)

[2] Xu, L.; Gao, M.*; Zhang, Y.;Guo, J.; Lv, X.; Zhang, A. Oceanic Mesoscale Eddies Identification Using B-Spline Surface Fitting Model Based on Along-Track SLA Data. Remote Sens. 2022, 14, 5713. (TOP)

[3] Miao Gao, Zhen Kang, Anmin Zhang, Jingxian Liu, Fenglong Zhao. MASS Autonomous Navigation System based on AIS Big Data with Dueling Deep Q Networks Prioritized Replay Reinforcement Learning[J]. Ocean Engineering 2022, 249:110834. (TOP)

[4] Miao Gao，Guoyou Shi*. Ship-handling behavior pattern recognition using AIS sub-trajectory clustering analysis based on the T-SNE and spectral clustering algorithms [J]. Ocean Engineering, 2020, 205:106919. (TOP)

[5] Miao Gao，Guoyou Shi* and Jiao Liu. Ship Encounter Azimuth Map Division Based on Automatic Identification System Data and Support Vector Classification [J]. Ocean Engineering 2020, 213:107636. (TOP)

[6] Miao Gao，Guoyou Shi*. Ship Collision Avoidance Anthropomorphic Decision-making for Structured Learning based on AIS with Seq-CGAN [J]. Ocean Engineering 2020, 217:107922. (TOP)

[7] Miao Gao，Guoyou Shi* and Shuang Li. Online Prediction of Ship Behavior with Automatic Identification System Sensor Data Using Bidirectional Long Short-Term Memory Recurrent Neural Network [J]. Sensors 2018, 18(12), 4211; (一区)

[8] Miao Gao，Guoyou Shi*. Ship Spatiotemporal Key Feature Point Online Extraction Based on AIS Multi-Sensor Data Using an Improved Sliding Window Algorithm [J]. Sensors 2019, 19(12), 2706; (一区)

[9] Miao Gao，Guoyou Shi*. Ship collision Avoidance Decision-Making learning of Unmanned Surface Vehicles with Automatic Identification System Data Based on Encoder – Decoder Automatic-response Neural Networks [J]. Journal of marine science and Engineering 2020,8(10),754;(二区)

[1] 2022 China Society of Surveying and Mapping-Second Prize of Surveying and Mapping Science and Technology Award;

[2] In 2022, ESG-high-tech R & D standard category evaluation 5 stars;

[3] In 2022, Tianjin University's Second New Engineering Project Course Design Contest (second prize);

[4] 2022-the 17th National College Student Transportation Technology Contest National Second Prize;

[5] 2022-The Second National Smart Boat Search and Rescue Competition-Tenture 1: National Third Prize;

[6] 2022-The Tenth Marine Airlines Design and Production Competition National Second Prize;

[7] 2022-the 8th China International "Internet+" College Student Innovation and Entrepreneurship Competition Gao Taoist Circuit Tianjin Bronze Award (2 items);

[8] Second Prize of the 8th "Creating Youth" in 2021;

[9] Third Prize of 2021 Tianjin "Internet +" main track

[10] Third Prize of 2021 Tianjin "Internet +" main track

[11] Second Prize of the 7th China International "Internet +" International Track in 2021;

[12] Second Prize of the 7th China International "Internet +" International Track in 2021;

[13] Second Prize of the Asia Pacific Mathematical Modeling in 2021;

Reviewer of the Ocean Engineering;Journal of navigation; Journal of marine science and Engineering; Sensors