泛在感知与航天测绘

doi:10.11947/j.AGCS.2023.20220405

摘要/Abstract

摘要： 泛在感知是智慧地球、智慧城市建设的基础。本文将泛在感知分为主动感知和被动感知,并分析了两类感知信息的特点,前者具有时空基准,并具有规则性、精确性和可靠性,后者通常不具备时间和空间基准支持,且数据零散、杂乱、不精确;论述了泛在感知时空基准的重要性,进而讨论了泛在感知与航天测绘的关系,并梳理了泛在感知与航天测绘融合的关键技术。

关键词: 泛在感知, 时空基准, 航天测绘, 数据融合, 知识挖掘

Abstract: Ubiquitous sensing is the foundation of smart earth and smart city construction. The ubiquitous sensing is divided into active sensing and passive sensing in this paper, and the characteristics of the two kinds of sensing information are analyzed. The former has space-time datum information which is usually regular, accurate and reliable, while the latter usually does not have the support of time and space datum, and the data is scattered, disorderly and inaccurate. The importance of spatio-temporal datum of ubiquitous sensing is discussed in order to discover the valuable knowledge, and the relationships among the ubiquitous sensing and the satellite photogrammetry as well as geographic information are analyzed, and the key technologies of the integration of the ubiquitous sensing information and satellite photogrammetry as well as the geographic information are sorted out.

Key words: ubiquitous sensing, spatio-temporal datum, satellite photogrammetry, data fusion, knowledge mining

中图分类号:

P228

杨元喜, 王建荣. 泛在感知与航天测绘[J]. 测绘学报, 2023, 52(1): 1-7.

YANG Yuanxi, WANG Jianrong. Ubiquitous perception and space mapping[J]. Acta Geodaetica et Cartographica Sinica, 2023, 52(1): 1-7.

参考文献

[1] MORIKAWA H, AOYAMA T. Realizing the ubiquitous network: the internet and beyond[J]. Telecommunication Systems, 2004, 25(3-4): 449-468.
[2] JEONG H Y, XIAO Y, CHEN Y S, et al. Ubiquitous context-awareness and wireless sensor networks[J]. International Journal of Distributed Sensor Networks, 2014, 2014, 10(7): 614023.
[3] MO Zan, LI Yanfei. Research of big data based on the views of technology and application[J]. American Journal of Industrial & Business Management, 2015, 5(4): 192-197.
[4] 李德仁, 张良培, 夏桂松. 遥感大数据自动分析与数据挖掘[J]. 测绘学报, 2014, 43(12): 1211-1216. LI Deren, ZHANG Liangpei, XIA Guisong. Automatic analysis and mining of remote sensing big data[J]. Acta Geodaetica et Cartographica Sinica, 2014, 43(12): 1211-1216.
[5] 李德仁, 姚远, 邵振峰. 智慧城市中的大数据[J]. 武汉大学学报(信息科学版), 2014, 39(6): 631-640. LI Deren, YAO Yuan, SHAO Zhenfeng. Big data in smart city[J]. Geomatics and Information Science of Wuhan University, 2014, 39(6): 631-640.
[6] MORITA T. Theory and development of research in ubiquitous mapping[M]//GARTNER G, CARTWRIGHT W, PETERSON M P. Location based services and telecartography. Berlin, Heidelberg: Springer, 2007: 89-106.
[7] 朱庆, 张利国, 丁雨淋, 等. 从实景三维建模到数字孪生建模[J]. 测绘学报, 2022, 51(6): 1040-1049. DOI: 10.11947/j.AGCS.2022.20210640. ZHU Qing, ZHANG Liguo, DING Yulin, et al. From real 3D modeling to digital twin modeling[J]. Acta Geodaetica et Cartographica Sinica, 2022, 2022, 51(6): 1040-1049. DOI: 10.11947/j.AGCS.2022.20210640.
[8] 刘经南, 郭文飞, 郭迟, 等. 智能时代泛在测绘的再思考[J]. 测绘学报, 2020, 49(4): 403-414. DOI: 10.11947/j.AGCS.2020.20190539. LIU Jingnan, GUO Wenfei, GUO Chi, et al. Rethinking ubiquitous mapping in the intelligent age[J]. Acta Geodaetica et Cartographica Sinica, 2020, 49(4): 403-414. DOI: 10.11947/j.AGCS.2020.20190539.
[9] 杨元喜, 杨诚, 任夏. PNT智能服务[J]. 测绘学报, 2021, 50(8): 1006-1012. DOI: 10.11947/j.AGCS.2021.20210051. YANG Yuanxi, YANG Cheng, REN Xia. PNT intelligent services[J]. Acta Geodaetica et Cartographica Sinica, 2021, 50(8): 1006-1012. DOI: 10.11947/j.AGCS.2021.20210051.
[10] 龚达宁. 泛在传感器网络的发展和分析[J]. 电信网技术, 2009(7): 10-14. GONG Daning. Development and analysis of ubiquitous network[J]. Telecommunications Network Technology, 2009(7): 10-14.
[11] 王任享, 胡莘, 王建荣. 天绘一号无地面控制点摄影测量[J]. 测绘学报, 2013, 42(1): 1-5. WANG Renxiang, HU Xin, WANG Jianrong. Photogrammetry of mapping satellite-1 without ground control points[J]. Acta Geodaetica et Cartographica Sinica, 2013, 42(1): 1-5.
[12] 王建荣, 王任享, 胡莘. 光学摄影测量卫星发展[J]. 航天返回与遥感, 2020, 41(2): 12-16. WANG Jianrong, WANG Renxiang, HU Xin. Development of optical satellite photogrammetry[J]. Spacecraft Recovery & Remote Sensing, 2020, 41(2): 12-16.
[13] 杨元喜, 王建荣, 楼良盛, 等. 航天测绘发展现状与展望[J]. 中国空间科学技术, 2022, 42(3): 1-9. YANG Yuanxi, WANG Jianrong, LOU Liangsheng, et al. Development status and prospect of satellite-based surveying[J]. Chinese Space Science and Technology, 2022, 42(3): 1-9.
[14] 杨元喜, 任夏, 王建荣. 集成型与智能型测绘卫星工程发展及其关键技术[J]. 测绘学报, 51(6): 854-861. DOI: 10.11947/j.AGCS.2022.20220048. YANG Yuanxi, REN Xia, WANG Jianrong. Development of integrated and intelligent surveying and mapping satellite project with corresponding key technology[J]. Acta Geodaetica et Cartographica Sinica, 51(6): 854-861. DOI: 10.11947/j.AGCS.2022.20220048.
[15] TANG Xinming, GAO Xiaoming, CAO Haiyi, et al. The China ZY3-03 mission: surveying and mapping technology for high-resolution remote sensing satellites[J]. IEEE Geoscience and Remote Sensing Magazine, 2020, 8(3): 8-17.
[16] TANG Xinming, XIE Junfeng, LIU Ren, et al. Overview of the GF-7 laser altimeter system mission[J]. Earth and Space Science, 2020, 7(1): e2019EA000777.
[17] 唐新明, 谢俊峰, 莫凡, 等. 高分七号卫星双波束激光测高仪在轨几何检校与试验验证[J]. 测绘学报, 2021, 50(3): 384-395. DOI: 10.11947/j.AGCS.2021.20200397. TANG Xinming, XIE Junfeng, MO Fan, et al. GF-7 dual-beam laser altimeter on-orbit geometric calibration and test verification[J]. Acta Geodaetica et Cartographica Sinica, 2021, 50(3): 384-395. DOI: 10.11947/j.AGCS.2021.20200397.
[18] LI Guoyuan, YE Fanghong, TANG Xinming, et al. Influence of range gate width on detection probability and ranging accuracy of single photon laser altimetry satellite[J]. Journal of Geodesy and Geoinformation Science, 2020, 3(2): 36-44.
[19] 杨军, 董超华, 卢乃锰, 等. 中国新一代极轨气象卫星——风云三号[J]. 气象学报, 2009, 67(4): 501-509. YANG Jun, DONG Chaohua, LU Naimeng, et al. FY-3A: the new generation polar-orbiting meteorological satellite of China[J]. Acta Meteorologica Sinica, 2009, 67(4): 501-509.
[20] 蒋兴伟, 林明森, 张有广. 中国海洋卫星及应用进展[J]. 遥感学报, 2016, 20(5): 1185-1198. JIANG Xingwei, LIN Mingsen, ZHANG Youguang. Progress and prospect of Chinese ocean satellites[J]. Journal of Remote Sensing, 2016, 20(5): 1185-1198.
[21] CHAN K L, WANG Zhuoru, DING Aijun, et al. MAX-DOAS and OMI measurements of tropospheric NO₂ and HCHO over Eastern China[J]. Journal of Geodesy and Geoinformation Science, 2020, 3(4): 1-13.
[22] 张永军, 张祖勋, 龚健雅. 天空地多源遥感数据的广义摄影测量学[J]. 测绘学报, 2021, 50(1): 1-11. DOI: 10.11947/j.AGCS.2021.20200245. ZHANG Yongjun, ZHANG Zuxun, GONG Jianya. Generalized photogrammetry of spaceborne, airborne and terrestrial multi-source remote sensing datasets[J]. Acta Geodaetica et Cartographica Sinica, 2021, 50(1): 1-11. DOI: 10.11947/j.AGCS.2021.20200245.
[23] 王兴涛, 石磐, 朱非洲. 航空重力测量数据向下延拓的正则化算法及其谱分解[J]. 测绘学报, 2004, 33(1): 33-38. WANG Xingtao, SHI Pan, ZHU Feizhou. Regularization methods and spectral decomposition for the downward continuation of airborne gravity data[J]. Acta Geodaetica et Cartographica Sinica, 2004, 33(1): 33-38.
[24] YANG Yuanxi, TANG Yingzhe, CHEN Chuanlu, et al. National 2000' GPS control network of China[J]. Progress in Natural Science, 2007, 17(8): 983-987.
[25] 牛之俊, 马宗晋, 陈鑫连, 等. 中国地壳运动观测网络[J]. 大地测量与地球动力学, 2002, 22(3): 88-93. NIU Zhijun, MA Zongjin, CHEN Xinlian, et al. Crustal movement observation network of China[J]. Journal of Geodesy and Geodynamics, 2002, 22(3): 88-93.
[26] 刘瑞丰, 高景春, 陈运泰, 等. 中国数字地震台网的建设与发展[J]. 地震学报, 2008, 30(5): 533-539. LIU Ruifeng, GAO Jingchun, CHEN Yuntai, et al. Construction and development of digital seismograph networks in China[J]. Acta Seismologica Sinica, 2008, 30(5): 533-539.
[27] 刘瑞丰. 中国地震台网的建设与发展[J]. 地震地磁观测与研究, 2016, 37(4): 2, 201. LIU Ruifeng. Seismological and geomagnetic observation and research[J]. Seismological and Geomagnetic Observation and Research, 2016, 37(4): 2, 201.
[28] XU Bing, LIU Liqun, LI Zhiwei, et al. Design bistatic interferometric DEM generation algorithm and its theoretical accuracy analysis for LuTan-1 satellites[J]. Journal of Geodesy and Geoinformation Science, 2022, 5(1): 25-38.
[29] 杨元喜, 徐天河, 薛树强. 我国海洋大地测量基准与海洋导航技术研究进展与展望[J]. 测绘学报, 2017, 46(1): 1-8. DOI: 10.11947/j.AGCS.2017.20160519. YANG Yuanxi, XU Tianhe, XUE Shuqiang. Progresses and prospects in developing marine geodetic datum and marine navigation of China[J]. Acta Geodaetica et Cartographica Sinica, 2017, 46(1): 1-8. DOI: 10.11947/j.AGCS.2017.20160519.
[30] 杨元喜, 刘焱雄, 孙大军, 等. 海底大地基准网建设及其关键技术[J]. 中国科学: 地球科学, 2020, 50(7): 936-945. YANG Yuanxi, LIU Yanxiong, SUN Dajun, et al. Seafloor geodetic network establishment and key technologies[J]. Science China Earth Sciences, 2020, 63(8): 1188-1198.
[31] 杨必胜, 宗泽亮, 陈驰, 等. 车载探地雷达地下目标实时探测法[J]. 测绘学报, 2020, 49(7): 874-882. DOI: 10.11947/j.AGCS.2020.20190293. YANG Bisheng, ZONG Zeliang, CHEN Chi, et al. Real time approach for underground objects detection from vehicle-borne ground penetrating radar[J]. Acta Geodaetica et Cartographica Sinica, 2020, 49(7): 874-882. DOI: 10.11947/j.AGCS.2020.20190293.
[32] CHEN Min, LAI C F, WANG Honggang. Mobile multimedia sensor networks: architecture and routing[J]. EURASIP Journal on Wireless Communications and Networking, 2011, 2011: 159.
[33] PENTIKOUSIS K, AGVERO R, GEBERT J, et al. The ambient networks heterogeneous access selection architecture[C]//Proceedings of the 1st Ambient Networks Workshop on Mobility. Sydney, Australia: Multiaccess, and Network Management (M2NM), 2007: 49-54.
[34] YANG Yuanxi, MAO Yue, SUN Bijiao. Basic performance and future developments of BeiDou global navigation satellite system[J]. Satellite Navigation, 2020, 1: 1.
[35] YANG Yuanxi, LIU Li, LI Jinlong, et al. Featured services and performance of BDS-3[J]. Science Bulletin, 2021, 66(20): 2135-2143.
[36] 王建荣, 杨元喜, 胡燕, 等. 高分十四立体测绘卫星定位精度初步评估[J]. 测绘学报, 2023, 52(1):8-14. DOI: 10.11947/j.AGCS.2023.20220255. WANG Jianrong, YANG Yuanxi, HU Yan, et al. Preliminary location accuracy assessments of GF-14 stereo mapping satellite[J]. Acta Geodaetica et Cartographica Sinica, 2023, 52(1):8-14. DOI: 10.11947/j.AGCS.2023.20220255.
[37] WANG Bo, ZHU Jingwei, DENG Zhihong, et al. A characteristic parameter matching algorithm for gravity-aided navigation of underwater vehicles[J]. IEEE Transactions on Industrial Electronics, 2019, 66(2): 1203-1212.
[38] 余柏蒗, 王丛笑, 宫文康, 等. 夜间灯光遥感与城市问题研究: 数据、方法、应用和展望[J]. 遥感学报, 2021, 25(1): 342-364. YU Bailang, WANG Congxiao, GONG Wenkang, et al. Nighttime light remote sensing and urban studies: Data, methods, applications, and prospects[J]. National Remote Sensing Bulletin, 2021, 25(1): 342-364.
[39] 李德仁, 张过, 沈欣, 等. 珞珈一号01星夜光遥感设计与处理[J]. 遥感学报, 2019, 23(6): 1011-1022. LI Deren, ZHANG Guo, SHEN Xin, et al. Design and processing night light remote sensing of LJ-1 01 satellite[J]. Journal of Remote Sensing, 2019, 23(6): 1011-1022.