智能信息处理，卫星任务规划

演示链接：https://www.bilibili.com/video/BV1R4abzuE1q/

   

2008.12-2011.12，爱尔兰都柏林城市大学计算机学院，国家公派攻读博士学位

2008.02-2008.12，国防科技大学信息系统与管理学院，博士

2005.09-2007.12，国防科技大学信息系统与管理学院，硕士

2001.09-2005.06，国防科技大学信息系统与管理学院，本科

2008.12-2011.12，爱尔兰都柏林城市大学计算机学院，国家公派攻读博士学位

2005.09-2007.12，国防科技大学信息系统与管理学院，硕士学位

2001.09-2005.06，国防科技大学信息系统与管理学院，学士学位

2021-06~现在, 中国科学院软件研究所, 助理研究员、副研究员
2012-02~2020-12,北京系统工程研究所, 助理研究员

2021-06~现在, 中国科学院软件研究所, 任职
2014-10~2016-11,清华大学计算机系, 博士后
2012-02~2020-12,北京系统工程研究所, 任职

2021-10-01-今,系统仿真学报青年编委, 委员
2020-12-01-今,宇航智控重点实验室客座研究员,
2018-08-01-今,计算机学会多媒体专委会, 委员

基于任务规划的卫星高精度图像对匹配与重建方法及系统, 2025

一种基于节点聚合与多衰减机制的测试用例智能推荐方法, 2025

一种分层神经网络的异构计算单元动态调度方法及系统, 2025

一种星上自主态势理解及任务规划方法与系统, 2025

一种基于BiGRU-Seq2Seq网络的船舶移动行为预测方法, 2025

一种面向星上自主任务规划的对地遥感任务参数生成方法, 2025

​基于图像内容和下行传输带宽的自适应图像传输规划方法及系统, 2024

一种多星对地周期性观测及优先级更新方法，2024

一种无人机集群网络化传输路径优化方法及系统，2024

区域网格化的多星观测规划方法、装置及设备，2023

离散兴趣点网格化对地观测规划方法及装置，2022

卫星对地观测离散兴趣点聚类规划方法及装置，2022

基于非负张量分解的时序可视媒体语义索引精度增强方法，2018

一种基于卫星影像和网络的城市区域功能属性的识别方法，2017

一种用于可视媒体语义索引的精度增强方法，2016年

软件系统：

测评知识挖掘及用例生成软件 V1.0, 2026

天智星地协同任务规划系统 V1.0, 2025

“天智二号”C星在轨多任务演进基础软件 V1.0, 2025

天智自适应异构计算单元任务调度软件 V1.0, 2025

多维事件实例及资料数据集管理软件 V1.0, 2025

容错服务运行管理原型系统v0.1，2018

团队获奖：

孙静，李锦文，胡培培，中国科学院第四届职工技能大赛人工智能领域团体赛，三等奖，2025.10；

天智2C及星地协同任务规划系统，2025年度软件所学术年会，优秀海报奖，2025.9，演示视频：https://www.bilibili.com/video/BV1R4abzuE1q/

艾中行（硕士研究生），“科学试验设计-2024”创新大赛研究科目（代理模型测试），优胜奖，2025.11，李锦文、潘优美参与指导。

王鹏, 杨士强. 可穿戴式日常行为语义感知及增强方法, 清华大学出版社, 2023年1月

白亮，王鹏，卢聪，耿琳. 空间轨迹计算，国防科技大学出版社，2021年10月（译著）

Peng Wang*, Lifeng Sun, Alan F. Smeaton, Cathal Gurrin, Shiqiang Yang. Computer Vision for Lifelogging: Characterizing Everyday Activities Based on Visual Semantics, Computer Vision for Assistive Healthcare (Editors: Leo Marco, Giovanni Maria Farinella), Elsevier, 1st April 2018 (英文专著章节)

王鹏, 秦永强. 生活记录：个人大数据, 电子工业出版社, ISBN 978-7-121-33959-2, 2018 年 7 月 (译著)

熊伟, 王鹏, 袁富宇, 史璞. 情境增强信息融合, 电子工业出版社, 2020 年 9 月 (译著) 

Jing Sun, Peng Wang*, Fanjiang Xu, Zhaohui Liu. Learning to Predict Trajectories with Destinations from Massive Vessel Data, Maritime Transport Research, Volume 10, June 2026, 100146, https://doi.org/10.1016/j.martra.2025.100146.

Youmei Pan, Jinwen Li, Peipei Hu, Peng Wang* and Fanjiang Xu, Surveillance Layout Optimization for Improved 3D Intervisible Regional Coverage, Information Sciences, Volume 729, March 2026, 122848, https://doi.org/10.1016/j.ins.2025.122848.

Youmei Pan, Ming Wang, Jing Sun, Heng Zhang, Jinwen Li, Peng Wang*, and Fanjiang Xu, Adaptive Heterogeneous PUs Scheduling for Layer-Wise DNN Acceleration, the 25th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2025), Oct 30-Nov 02, 2025, Zhengzhou, Henan, China. 

Jing Sun, Peng Wang*, Jiaxing Sun, Han Wang and Fanjiang Xu, Investigating Image Quality Impact on Remote Sensing Object Detection, 17th International Conference on Graphics and Image Processing (ICGIP 2025), November 7-9, 2025, Nanjing, China. 

Jinwen Li, Guangli Ren, Youmei Pan, Jing Sun, Peng Wang* , Fanjiang Xu and Zhaohui Liu, Surface Reconstruction Planning with High-Quality Satellite Stereo Pairs Searching，Remote Sensing. 2025, 17(14), 2390. https://doi.org/10.3390/rs17142390

Fanjiang Xu, Ming Wang, Youmei Pan, Jing Sun, Jinwen Li, Peng Wang*. Supporting Multi-Purpose Satellite with TZ2C Onboard Processing Capabilities, the 23rd International Conference on Pervasive Computing and Communications (PerCom 2025), March 17-21, 2025, Washington DC, USA (WIP paper)

Jing Sun, Peng Wang*, Fanjiang Xu, Yumeng Liu. Autonomous Planning for On-Board Adaptive Remote Sensing Transmission, The 21st IEEE Int'l Conf. on Ubiquitous Intelligence and Computing (UIC 2024), Denarau Island, Fiji, Dec 2-7, 2024.

Youmei Pan, Xinyao Hui, Jinwen Li, Xiaobin Zhu, Fanjiang Xu, Peng Wang*. A Hybrid Method for Dense Points Enclosing and Observation Planning, the IEEE International Conference on Systems, Man, and Cybernetics IEEE (SMC) 2024, Oct 6-10, 2024, Kuching, Malaysia.

Jinwen Li, Youmei Pan, Xiaobin Zhu, Fanjiang Xu and Peng Wang*. Planning for Earth Imaging Tasks via Grid Significance Mapping, 2024 International Conference on Intelligent Computing (ICIC 2024), August 5-8, 2024, Tianjin, China.

Youmei Pan, Peng Wang*, Xinyao Hui, Jinwen Li. Dense Points Aggregation for Efficient and Collaborative Earth-Imaging Task Planning, 5th International Conference on Algorithms, Computing and Artificial Intelligence (ACAI 2022), December 23--25, 2022, Sanya, China.

Yuhua Jia, Liang Bai, Peng Wang*, Jinlin Guo, Yuxiang Xie, Tianyuan Yu. Irrelevance reduction with locality-sensitive hash learning for efficient cross-media retrieval, Multimedia Tools and Applications, 77, pp. 29435-29455. (2018). https://doi.org/10.1007/s11042-018-5692-3. 

Yuhua Jia, Liang Bai, Shuang Liu, Peng Wang*, Jinlin Guo, Yuxiang Xie. Semantically-Enhanced Kernel Canonical Correlation Analysis: A Multi-Label Cross-Modal Retrieval, Multimedia Tools and Applications, 78, pp. 13169-13188. (2019). 

Peng Wang*, Lifeng Sun, Shiqiang Yang and Alan F. Smeaton. Training-Free Indexing Refinement for Visual Media via Multi-Semantics. Neurocomputing, Volume 236, pp. 39-47. (2016). 

Peng Wang*, Lifeng Sun, Shiqiang Yang, Alan F. Smeaton and Cathal Gurrin. Characterizing Everyday Activities from Visual Lifelogs based on Enhancing Concept Representation. Computer Vision and Image Understanding, Volume 148, pp. 181-192, July 2016, DOI: 10.1016/j.cviu.2015.09.014

Peng Wang and Alan F. Smeaton*. Using visual lifelogs to automatically characterise everyday activities. Information Sciences, 230. pp. 147-161. (2013). ISSN 0020-0255

Peng Wang and Alan F. Smeaton*. Semantics-based selection of everyday concepts in visual lifelogging. International Journal of Multimedia Information Retrieval, 1(2). pp. 87-101. (2012). ISSN 2192-6611 

Liangliang Zhang, Xiao Sun, Peng Wang*, Jinxin Hou, and Guidong Sun. Identifying Influential Nodes with A Community Structure Measure, IEEE DSC 2019 - IEEE International Conference on Data Science in Cyberspace, June 23-25, 2019, Hangzhou, China. 

Yuhua Jia*, Liang Bai*, Peng Wang*, Jinlin Guo, and Yuxiang Xie. Deep Convolutional Neural Network for Correlating Images and Sentences, The 24th International Conference on Multimedia Modeling, February 5-7, 2018, Bangkok, Thailand. 

Peng Wang*, Ke Tao, Chenxu Gao, Xi Ning, Shuang Gu, Bo Deng. Eliciting Big Data Requirement from Big Data Itself: A Task-Directed Approach, The 6th IEEE/ACM International Workshop on Software Mining (SoftwareMining 2017), In conjunction with ASE 2017: The 32nd IEEE/ACM International Conference on Automated Software Engineering, October 30-November 3, 2017, Urbana-Champaign, Illinois, USA. 

Chen Yan*, Peng Wang and Lifeng Sun*. Sensing Urban with Wi-Fi and Satellite: Functional Region Discovery across Cities, ThematicWorkshops’17: ACM Multimedia Workshop 2017, October 23-27, 2017, Mountain View, CA, USA. 

Chen Yan*, Peng Wang*, Chutong Xu and Lifeng Sun. Visualizing Wi-Fi Accesses from City Scale Population for Urban Analysis, UIC 2017: International Conference on Ubiquitous Intelligence and Computing, 4-8 August, 2017, San Francisco, CA, USA. 

Wen Hu*, Jiahui Huang, Zhi Wang, Peng Wang, Kun Yi, Lifeng Sun, and Yonggang Wen. MUSA: Wi-Fi AP-Assisted Video Prefetching via Tensor Learning, 2017 IEEE/ACM International Symposium on Quality of Service (IWQoS), 14-16 June, 2017, Spain. 

Chen Yan, Peng Wang*, Lifeng Sun, Shiqiang Yang. CELoF: WiFi Dwell Time Estimation in Free Environment, the 23rd International Conference on Multimedia Modeling 2017, January 4-6, 2017, Reykjavik, Iceland. 

Yuhua Jia*, Liang Bai, Peng Wang, Jinlin Guo, Yuxiang Xie, Tianyuan Yu. Utilizing Locality Sensitive Hash Learning for Cross-Media Retrieval, the 23rd International Conference on Multimedia Modeling 2017, January 4-6, 2017, Reykjavik, Iceland. 

Alan Smeaton*, Kevin McGuinness, Gurrin Cathal, Jiang Zhou, Noel O’Connor, Peng Wang, Brian Davis, Lucas Azevedo, Andre Freitas, Louise Signal, Moira Smith, James Stanley, Michelle Barr, Tim Chambers and Cliona Ni Mhurchu. Semantic Indexing of Wearable Camera Images: Kids'Cam Concepts. the iV&L-MM 2016 workshop at the ACM Multimedia 2016, Oct. 16, 2016, Amsterdam, The Netherlands.

Peng Wang*, Lifeng Sun, Shiqiang Yang, and Alan F. Smeaton. Semantically Smoothed Refinement for Everyday Concept Indexing, the 2016 Pacifific-Rim Conference on Multimedia, September 15-16, 2016, Xi’an, China. 

Peng Wang*. Measuring Activities of Daily Living: Digitally, Visually and Semantically, Measuring Behavior 2016, 25-27 May 2016, Dublin, Ireland.

Haitian Pang*, Peng Wang, Lin Gao, Ming Tang, Jianwei Huang and Lifeng Sun. Crowdsourced Mobility Prediction Based on Spatio-Temporal Contexts, IEEE International Conference on Communications (ICC) 2016, Kuala Lumpur, Malaysia. 

Peng Wang*, Lifeng Sun, Shiqiang Yang and Alan F. Smeaton. Towards Training-Free Refifinement for Semantic Indexing of Visual Media, International Conference on Multimedia Modeling 2016, Miami, Fl, USA. 

Peng Wang*, Lifeng Sun, Shiqiang Yang and Alan F. Smeaton. What are the Limits to Time Series Recognition of Semantic Concepts?, International Conference on Multimedia Modeling 2016, Miami, Fl, USA. 

Peng Wang*, Lifeng Sun, Shiqiang Yang and Alan F. Smeaton. Improving the Classifification of Quantifified Self Activities and Behaviour Using a Fisher Kernel, UbiComp ’15 Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 7-11 Sept 2015, Osaka, Japan. 

On-Demand Smart Agriculture with Collaborative Earth-Observation Infrastructure，联合国可持续发展“科学十年”，主持，2026.1-2028.12

多视角下大型星座作用机理研究，先导重点项目，主持，2025.07-2026.06

面向自主无人机集群规划的分布协作机制研究，重点实验室基金，参与，2025.01-2026.12

多维事件实例及资料数据集， 横向项目，主持，2025.01-2025.06

异构计算单元动态任务调度及验证，中国科学院软件研究所基础研究重点项目，主持，2023.12-2024.11

测评知识智能化分析挖掘, 预先研究项目，主持，2023.12-2025.12

多星协同快速规划技术，预先研究项目，课题负责人，2023.11-2024.11

星上自主任务规划模型及仿真，横向项目，主持，2023.11-2024.08

天基网络任务规划仿真，横向项目，主持，2023.09-2024.05

模型拟合技术，横向项目，主持，2023.09-2024.05

多星场景分解算法，横向项目，主持，2023.06-2024.12

卫星工作模式分析计算，横向项目，主持，2023.04-2024.10

无人自主系统能力边界学习关键技术，国家自然科学基金面上项目，主持，2020.01-2023.12

大规模WiFi隐含知识图谱挖掘研究，国家自然科学基金青年项目，主持，2016.01-2018.12

光学检测协同控制及图像重建软件系统，横向项目，主持，2022.12-2023.08