何波

Faculty

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何波

职称: 教授 学院: 电子工程学院 电子邮箱: bhe@ouc.edu.cn 办公室: 0532-66782339
  • 基本信息
  • 项目
  • 获奖
  • 论文
  • 课程
  • 教材或专著
  • 专利
  • Research Fields
  • Achievement
  • Social Appointments
  • Teaching Experience
  • Honor Title
  • Additional Information
  • 基本信息
    姓名: 何波 出生年月: 最高学位:工学博士 入职海大时间: 2004-2
    主要研究方向:海洋机器人系统,机器学习,复杂电子系统设计,机器人软件设计 专业技术职务:教授 导师类别:博士生/硕士生导师
    年均课时数:120 是否第一学科:是
    国内外重要学术组织任职:IEEE高级会员;评议组专家(国家奖励、国家级人才计划)
    获得人才称号名称及获得年份:
    其他情况简介: 何波教授带领水下机器人实验室(UVL)、智能感知与机器学习实验室(IPML)长期开展水下机器人的自主导航、决策控制研究,以及人工智能在海洋机器人上的应用,发展新一代自主式潜航器关键技术,推动高自主、高效率的海洋科学观测方法;同时,实验室开展一系列新型海洋监测探测传感器与观测系统的研发工作。何波教授曾担任国家“十二五”863海洋新型传感器主题首席科学家,“十三五”国家重点研发计划项目的首席科学家。何波教授带领团队经过多年持续努力,取得一系列技术突破:2009年在国内率先突破了AUV自主导航关键技术——AUV SLAM;2015年提出并实现了“感知驱动”的AUV海底地形地貌精确探测技术;2019年在国际上首次提出并发展的具有自主知识产权的“AUV数据驱动技术体系”,引领了国内外基于AI的水下移动观测和海洋高效调查技术发展。2020年在国内首次实现了智慧型碳纤维复合材料深海耐压壳体制备,并通过了深海海试验证,上述几个突破点都是下一代AUV的核心技术。此外,项目团队重点围绕自主式无人潜航器AUV开展持续攻关,已经形成全谱系的AUV装备(微型、小型、中型、大型),工作深度从100米到6000米,技术成熟度达到了8~9级。团队利用构建的AUV系列平台积极开展海洋工程服务,为海军潜艇学院、山仪所、中船探测研究院等单位的海洋水下科学观测、海洋工程勘测、工程施工、重大科研试验等提供技术装备支撑,服务行业重大需求。近年,研究团队持续承担国家重点研发计划项目、863主题项目、军科委项目、科技部国际合作项目、国家自然基金、国家实验室项目等若干项。发表学术论文100余篇,其中SCI收录约70余篇,获得专利授权30余项,软件登记40余项。在承担国家、省市纵向科研任务的同时,也承接企事业单位的科研委托开发,并开展产学研合作、技术转移工作。******************************************硕博士招生**********************************:UVL实验室毕业生具有较强的竞争力,硕士生大部分薪资在30-50万之间,博士生在40-90万之间。UVL实验室的硕士生,在三年研究生期间,将获得如下培训、培养和科研锻炼:(1)嵌入式系统开发,基于C或C++的ARM、DSP、MCU开发,基于嵌入式实时操作系统的机器人系统开发;FPGA应用开发;(2)机器人AI算法开发,包括深度学习、强化学习框架的目标识别、分类;面向水下无人系统的智能规划、决策、自主控制、自主导航、故障诊断、集群协同等算法的开发;工具:Python、Matlab、C++(3)复杂电子系统的设计与开发,电磁兼容性设计、微弱信号检测与处理等,传感器电路设计与信号处理板设计;机器人驱动系统设计,直流无刷电机驱动与控制;电池管理系统设计;(4)机器人软件架构设计,机器人测控与通信程序设计,大型仿真软件设计
    新加坡,南洋理工大学,博士后,2000年新加坡,南洋理工大学,Rearch fellow(研究员),2002年
  • 项目
    • 1. 山东省重大创新工程, 省部级,海上风电水下运维机器人研制,150万元, 2022年6月 ~ 2024年10月,
    • 2. 中船集团, 省部级,大型AUV协同控制技术研发,1000万元, 2023年3月 ~ 2024年12月,
    • 3. 科技部, 国家重点研发计划,1000万元,基于数据驱动技术和智慧型复合材料的自主式水下航行器研发, 2017 ~ 2020.12, 首席科学家
    • 4. 科技部, 863主题项目,1476万,新型海洋监测探侧传感器研发元, 2014 ~ 2016.12, 首席科学家
    • 5. 科技部, 863课题, 2006 ~ 2010.07, 项目负责人
    • 6. 国家自然科学基金委员会, 国家自然科学基金面上项目, 2012 ~ 2015.12, 项目负责人
    • 7. 科技部, 国家重点研发计划, 2020 ~ 2022, 技术负责人
    • 8. **, **, 2020.12 ~ 2023.12, 项目负责人
    • 9. , 中央高校科研业务费-仪器专项, 2015 ~ 2016, 课题负责人
  • 获奖
  • 论文
    • 1. Intelligent collaborative system for robot dynamics, IEEE Trans. on Cybernetics, On-line, SCI, 通讯作者
    • 2. Cruise Speed Estimation Strategy Based on Multiple Fuzzy Logic and Extended State Observer for Low-cost AUV, IEEE Transactions on Instrumentation and Measurement,, 2020.11, SCI, second author/corresponding author
    • 3. Improved iSAM based on flexible re-linearization threshold and error learning model for AUV in large scale areas,, IEEE Transactions on Intelligent Transportation Systems, 2020.07, SCI, corresponding author
    • 4. Intelligent Collaborative Navigation and Control for AUV Tracking, IEEE Transactions on Industrial Informatics, 2020.05, SCI, corresponding author
    • 5. Real-Time Object Detection for AUVs Using Self-Cascaded Convolutional Neural Networks,, IEEE Journal of Oceanic Engineering, 2019.12, SCI, second author/corresponding author
    • 6. Segmentation of Sidescan Sonar Imagery Using Markov Random Fields and Extreme Learning Machine, IEEE Journal of Oceanic Engineering, 2018.05, SCI, second author/corresponding author
    • 7. General Learning Modeling for AUV Position Tracking, IEEE Intelligent Systems, 2020.01, SCI, corresponding author
    • 8. Study on carbon fiber composite hull for AUV based on response surface model and experiments, Ocean Engineering, 2021.11.1, SCI, second author/corresponding author
    • 9. 2D multi-area coverage path planning using L-SHADE in simulated ocean survey, Applied Soft Computing, 2021.11, SCI, corresponding author
    • 10. Control architecture of autonomous underwater vehicle for coverage mission in irregular region, Ocean Engineering, 2021.09.15, SCI, corresponding author
    • 11. Side-scan sonar images segmentation for AUV with recurrent residual convolutional neural network module and self-guidance module, Applied Ocean Research, 2021.08, SCI, second author/corresponding author
    • 12. Path planning of AUV during diving process based on behavioral decision-making, Ocean Engineering, 2021.08, SCI, corresponding author
    • 13. A practical INS/GPS/DVL/PS integrated navigation algorithm and its application on Autonomous Underwater Vehicle, Applied Ocean Research, 2021.01, SCI, second author/corresponding author
    • 14. Underwater navigation methodology based on intelligent velocity model for standard AUV, Ocean Engineering, 2020.04, SCI, corresponding author
    • 15. AUV Navigation Through Deep Sequential Learning, IEEE Access, 2020.03, SCI, second author/corresponding author
    • 16. Underwater Single Image Dehazing Using the Color Space Dimensionality Reduction Prior, IEEE Access, 2020, SCI, corresponding author
    • 17. NUICNet: Non-Uniform Illumination Correction for Underwater Image Using Fully Convolutional Network, IEEE Access, 2020, SCI, corresponding author
    • 18. Heading multi-mode control based on soft-switching for autonomous underwater vehicle, Ocean Engineering, 2018.09, SCI, second author/corresponding author
    • 19. Intelligent assistance positioning methodology based on modified iSAM for AUV using low-cost sensors, Ocean Engineering, 2018.03, SCI, second author/corresponding author
    • 20. Gaussian derivative models and ensemble extreme learning machine for texture image classification, Neurocomputing, 2018.02, SCI, corresponding author
    • 21. Shallow-sea application of an intelligent fusion module for low-cost sensors in AUV, Ocean Engineering, 2018.01, SCI, second author/corresponding author
    • 22. Monocular visual-IMU odometry using multi-channel image patch exemplars, Multimedia Tools and Applications, 2017.05, SCI, corresponding author
    • 23. HSR: L1/2-regularized sparse representation for fast face recognition using hierarchical feature selection, Neural Computing and Applications, 2016.02, SCI, corresponding author
    • 24. A pruning ensemble model of extreme learning machine with 1/2 regularizer, Multidimensional Systems and Signal Processing, 2016.01, SCI, the lead author/corresponding author
    • 25. Simultaneous localization and mapping with iterative sparse extended information filter for autonomous vehicles, Sensors , 2015.8, SCI, the lead author/corresponding author
    • 26. LARSEN-ELM: Selective Ensemble of Extreme Learning Machines using LARS for Blended Data, Neurocomputing, 2015.2, SCI, second author/corresponding author
    • 27. Autonomous navigation based on unscented-Fast SLAM using particle swarm optimization for autonomous underwater vehicles, Measurement, 2015.07, SCI, the lead author/corresponding author
    • 28. RMSE-ELM: Recursive Model Based Selective Ensemble of Extreme Learning Machines for Robustness Improvement, Mathematical Problems in Engineering, 2015, SCI, second author/corresponding author
    • 29. Extreme learning machine towards dynamic model hypothesis in fish ethology research, Neurocomputing, 2014.3, SCI, second author/corresponding author
    • 30. Particle Swarm Optimization based Selective Ensemble of Online Sequential Extreme Learning Machine, Mathematical Problems in Engineering, 2014.11, SCI, second author/corresponding author
    • 31. Autonomous Navigation with Constrained Consistency for C-Ranger, International Journal of Advanced Robotic Systems, 2014.1, SCI, second author/corresponding author
    • 32. An Early Underwater Artificial Vision Model in Ocean Investigation via Independent Component Analysis, Sensors , 2013.7, SCI, corresponding author
    • 33. 3D object recognition based on a geometrical topology model and extreme learning machine, Neural Computing and Applications, 2013.3, SCI, corresponding author
    • 34. A distributed parallel motion control for the multi-thruster autonomous underwater vehicle, Mechanics Based Design of Structures and Machines, 2013.2, SCI, second author/corresponding author
    • 35. The discrete-time sliding mode control with computation time delay for repeatable run-out compensation of hard disk drives, Mathematical Problems in Engineering, 2013.1, SCI, second author/corresponding author
    • 36. ROV-based underwater vision system for intelligent fish ethology research, International Journal of Advanced Robotic Systems, 2013.07, SCI, the lead author/corresponding author
    • 37. AUV SLAM and Experiments Using a Mechanical Scanning Forward-Looking Sonar, Sensors , 2012.7, SCI, the lead author/corresponding author
    • 38. A Novel Combined SLAM Based on RBPF-SLAM and EIF-SLAM for Mobile System Sensing in a Large Scale Environment, Sensors , 2011.11, SCI, the lead author/corresponding author
    • 39. Autonomous Navigation for Autonomous Underwater Vehicles Based on Information Filters and Active Sensing, Sensors , 2011.11, SCI, the lead author/corresponding author
  • 课程
    • 1. DSP技术及应用, 本科, ,
    • 2. 水下机器人技术, 本科, ,
    • 3. 无人系统原理与设计, 硕士生/博士生, ,
  • 教材或专著
  • 专利
    • 1. 面向多任务的长航程AUV自主决策方法, 2021/03/23, 发明专利, 第一完成人
    • 2. 一种基于深度神经网络的AUV辅助导航方法, 2021-10-22 00:00:00 CST, 发明专利, 第一完成人
    • 3. 基于模糊逻辑和扩张状态观测器的低成本AUV速度估计方法, 2021-09-21 00:00:00 CST, 发明专利, 第一完成人
    • 4. 一种自主式水下航行器多区域遍历路径规划方法, 2021-02-26 00:00:00 CST, 发明专利, 第一完成人
    • 5. 基于自抗扰的无模型自适应AUV控制方法, 2020-09-25 00:00:00 CST, 发明专利, 第一完成人
    • 6. 基于海况等级切换的多策略融合AUV运动控制方法, 2020-08-11 00:00:00 CST, 发明专利, 第一完成人
    • 7. 基于动力学的速度模型辅助水下智能导航方法, 2020-07-07 00:00:00 CST, 发明专利, 第一完成人
    • 8. 基于自整定视线与漂角补偿的自主水下航行器路径跟踪控制方法, 2020-04-07 00:00:00 CST, 发明专利, 第一完成人
    • 9. 基于ESO的水下机器人模糊PID运动控制方法, 2019-04-23 00:00:00 CST, 发明专利, 第一完成人
    • 10. 基于声呐辅助自航式海底勘探、救援搜索方法, 2016-03-23 00:00:00 CST, 发明专利, 第一完成人
    • 11. 机械扫描式成像声呐的运动失真补偿方法, 2010-03-17 00:00:00 CST, 发明专利, 第一完成人
    • 12. 采用同时定位与地图构建方法的自主式水下机器人, 2009-05-20 00:00:00 CST, 发明专利, 第一完成人
    • 13. , , ,
  • 成果转化与社会服务
  • Research Fields
  • Achievement
    • 1. 山东省重大创新工程, 省部级,海上风电水下运维机器人研制,150万元, 2022年6月 ~ 2024年10月,
    • 2. 中船集团, 省部级,大型AUV协同控制技术研发,1000万元, 2023年3月 ~ 2024年12月,
    • 3. 科技部, 国家重点研发计划,1000万元,基于数据驱动技术和智慧型复合材料的自主式水下航行器研发, 2017 ~ 2020.12, 首席科学家
    • 4. 科技部, 863主题项目,1476万,新型海洋监测探侧传感器研发元, 2014 ~ 2016.12, 首席科学家
    • 5. 科技部, 863课题, 2006 ~ 2010.07, 项目负责人
    • 6. 国家自然科学基金委员会, 国家自然科学基金面上项目, 2012 ~ 2015.12, 项目负责人
    • 7. 科技部, 国家重点研发计划, 2020 ~ 2022, 技术负责人
    • 8. **, **, 2020.12 ~ 2023.12, 项目负责人
    • 9. , 中央高校科研业务费-仪器专项, 2015 ~ 2016, 课题负责人
  • Social Appointments
  • Teaching Experience
    • 1. Intelligent collaborative system for robot dynamics, IEEE Trans. on Cybernetics, On-line, SCI, 通讯作者
    • 2. Cruise Speed Estimation Strategy Based on Multiple Fuzzy Logic and Extended State Observer for Low-cost AUV, IEEE Transactions on Instrumentation and Measurement,, 2020.11, SCI, second author/corresponding author
    • 3. Improved iSAM based on flexible re-linearization threshold and error learning model for AUV in large scale areas,, IEEE Transactions on Intelligent Transportation Systems, 2020.07, SCI, corresponding author
    • 4. Intelligent Collaborative Navigation and Control for AUV Tracking, IEEE Transactions on Industrial Informatics, 2020.05, SCI, corresponding author
    • 5. Real-Time Object Detection for AUVs Using Self-Cascaded Convolutional Neural Networks,, IEEE Journal of Oceanic Engineering, 2019.12, SCI, second author/corresponding author
    • 6. Segmentation of Sidescan Sonar Imagery Using Markov Random Fields and Extreme Learning Machine, IEEE Journal of Oceanic Engineering, 2018.05, SCI, second author/corresponding author
    • 7. General Learning Modeling for AUV Position Tracking, IEEE Intelligent Systems, 2020.01, SCI, corresponding author
    • 8. Study on carbon fiber composite hull for AUV based on response surface model and experiments, Ocean Engineering, 2021.11.1, SCI, second author/corresponding author
    • 9. 2D multi-area coverage path planning using L-SHADE in simulated ocean survey, Applied Soft Computing, 2021.11, SCI, corresponding author
    • 10. Control architecture of autonomous underwater vehicle for coverage mission in irregular region, Ocean Engineering, 2021.09.15, SCI, corresponding author
    • 11. Side-scan sonar images segmentation for AUV with recurrent residual convolutional neural network module and self-guidance module, Applied Ocean Research, 2021.08, SCI, second author/corresponding author
    • 12. Path planning of AUV during diving process based on behavioral decision-making, Ocean Engineering, 2021.08, SCI, corresponding author
    • 13. A practical INS/GPS/DVL/PS integrated navigation algorithm and its application on Autonomous Underwater Vehicle, Applied Ocean Research, 2021.01, SCI, second author/corresponding author
    • 14. Underwater navigation methodology based on intelligent velocity model for standard AUV, Ocean Engineering, 2020.04, SCI, corresponding author
    • 15. AUV Navigation Through Deep Sequential Learning, IEEE Access, 2020.03, SCI, second author/corresponding author
    • 16. Underwater Single Image Dehazing Using the Color Space Dimensionality Reduction Prior, IEEE Access, 2020, SCI, corresponding author
    • 17. NUICNet: Non-Uniform Illumination Correction for Underwater Image Using Fully Convolutional Network, IEEE Access, 2020, SCI, corresponding author
    • 18. Heading multi-mode control based on soft-switching for autonomous underwater vehicle, Ocean Engineering, 2018.09, SCI, second author/corresponding author
    • 19. Intelligent assistance positioning methodology based on modified iSAM for AUV using low-cost sensors, Ocean Engineering, 2018.03, SCI, second author/corresponding author
    • 20. Gaussian derivative models and ensemble extreme learning machine for texture image classification, Neurocomputing, 2018.02, SCI, corresponding author
    • 21. Shallow-sea application of an intelligent fusion module for low-cost sensors in AUV, Ocean Engineering, 2018.01, SCI, second author/corresponding author
    • 22. Monocular visual-IMU odometry using multi-channel image patch exemplars, Multimedia Tools and Applications, 2017.05, SCI, corresponding author
    • 23. HSR: L1/2-regularized sparse representation for fast face recognition using hierarchical feature selection, Neural Computing and Applications, 2016.02, SCI, corresponding author
    • 24. A pruning ensemble model of extreme learning machine with 1/2 regularizer, Multidimensional Systems and Signal Processing, 2016.01, SCI, the lead author/corresponding author
    • 25. Simultaneous localization and mapping with iterative sparse extended information filter for autonomous vehicles, Sensors , 2015.8, SCI, the lead author/corresponding author
    • 26. LARSEN-ELM: Selective Ensemble of Extreme Learning Machines using LARS for Blended Data, Neurocomputing, 2015.2, SCI, second author/corresponding author
    • 27. Autonomous navigation based on unscented-Fast SLAM using particle swarm optimization for autonomous underwater vehicles, Measurement, 2015.07, SCI, the lead author/corresponding author
    • 28. RMSE-ELM: Recursive Model Based Selective Ensemble of Extreme Learning Machines for Robustness Improvement, Mathematical Problems in Engineering, 2015, SCI, second author/corresponding author
    • 29. Extreme learning machine towards dynamic model hypothesis in fish ethology research, Neurocomputing, 2014.3, SCI, second author/corresponding author
    • 30. Particle Swarm Optimization based Selective Ensemble of Online Sequential Extreme Learning Machine, Mathematical Problems in Engineering, 2014.11, SCI, second author/corresponding author
    • 31. Autonomous Navigation with Constrained Consistency for C-Ranger, International Journal of Advanced Robotic Systems, 2014.1, SCI, second author/corresponding author
    • 32. An Early Underwater Artificial Vision Model in Ocean Investigation via Independent Component Analysis, Sensors , 2013.7, SCI, corresponding author
    • 33. 3D object recognition based on a geometrical topology model and extreme learning machine, Neural Computing and Applications, 2013.3, SCI, corresponding author
    • 34. A distributed parallel motion control for the multi-thruster autonomous underwater vehicle, Mechanics Based Design of Structures and Machines, 2013.2, SCI, second author/corresponding author
    • 35. The discrete-time sliding mode control with computation time delay for repeatable run-out compensation of hard disk drives, Mathematical Problems in Engineering, 2013.1, SCI, second author/corresponding author
    • 36. ROV-based underwater vision system for intelligent fish ethology research, International Journal of Advanced Robotic Systems, 2013.07, SCI, the lead author/corresponding author
    • 37. AUV SLAM and Experiments Using a Mechanical Scanning Forward-Looking Sonar, Sensors , 2012.7, SCI, the lead author/corresponding author
    • 38. A Novel Combined SLAM Based on RBPF-SLAM and EIF-SLAM for Mobile System Sensing in a Large Scale Environment, Sensors , 2011.11, SCI, the lead author/corresponding author
    • 39. Autonomous Navigation for Autonomous Underwater Vehicles Based on Information Filters and Active Sensing, Sensors , 2011.11, SCI, the lead author/corresponding author
  • Honor Title
    • 1. DSP技术及应用, 本科, ,
    • 2. 水下机器人技术, 本科, ,
    • 3. 无人系统原理与设计, 硕士生/博士生, ,
  • Additional Information