浏览全部资源
扫码关注微信
1. 西安电子科技大学网络与信息安全学院,陕西 西安 710071
2. 西安交通大学电信学部,陕西 西安 710049
[ "蒋忠元(1988− ),男,博士,西安电子科技大学网络与信息安全学院教授,博士生导师,主要研究方向为空天地海一体化网络、空间信息遥通算融合、复杂网络传输动力学等" ]
[ "王森(1998− ),男,西安电子科技大学网络与信息安全学院博士生,主要研究方向为空天地海一体化网络、低轨巨型星座路由设计等" ]
[ "王启舟(1994- ),男,西安交通大学陕西省人工智能联合(重点)实验室助理研究员,西安市社会智能与复杂数据处理重点实验室工程师,主要研究方向为遥感图像处理、机器学习等" ]
[ "曹相湧(1990− ),男,博士,西安交通大学计算机科学与技术学院副教授、博士生导师,主要研究方向为遥感图像处理、机器学习、深度生成模型等" ]
[ "侯兴松(1972− ),男,博士,西安交通大学电子与信息工程学院教授、博士生导师,主要研究方向为视频/图像编码、小波分析、稀疏表示、压缩感知和雷达信号处理等" ]
[ "雷磊(1985− ),男,博士,西安交通大学信息与通信工程学院副教授、博士生导师,主要研究方向为星地融合网络资源优化、6G低轨卫星系统干扰管控、分布式机器学习、通感算一体优化等" ]
[ "孙冬伟(1994− ),男,西安交通大学计算机科学与技术学院博士生,主要研究方向为遥感图像处理、机器学习等" ]
[ "李兴华(1978− ),男,博士,西安电子科技大学网络与信息安全学院教授、博士生导师,主要研究方向为网络与信息安全、安全协议形式化等" ]
[ "马建峰(1963− ),男,博士,西安电子科技大学网络与信息安全学院教授,主要研究方向为无线网络安全、移动智能系统安全等" ]
网络出版日期:2024-03,
纸质出版日期:2024-03-20
移动端阅览
蒋忠元, 王森, 王启舟, 等. 低轨卫星多星协同及星地协同遥通算一体化技术[J]. 天地一体化信息网络, 2024,5(1):60-75.
Zhongyuan JIANG, Sen WANG, Qizhou WANG, et al. LEO Multi-Satellite Coordination and Satellite-Ground Coordination Remote Sensing Communication and Computation Integration Technology[J]. Space-integrated-ground information networks, 2024, 5(1): 60-75.
蒋忠元, 王森, 王启舟, 等. 低轨卫星多星协同及星地协同遥通算一体化技术[J]. 天地一体化信息网络, 2024,5(1):60-75. DOI: 10.11959/j.issn.2096-8930.2024007.
Zhongyuan JIANG, Sen WANG, Qizhou WANG, et al. LEO Multi-Satellite Coordination and Satellite-Ground Coordination Remote Sensing Communication and Computation Integration Technology[J]. Space-integrated-ground information networks, 2024, 5(1): 60-75. DOI: 10.11959/j.issn.2096-8930.2024007.
首先,系统分析卫星遥感、通信及计算系统现状,深入剖析传统卫星遥感系统和卫星遥感通信融合系统架构存在的实时遥感困境;其次,提出一种多星协同、星地协同的卫星遥通算一体化体系架构,详细定义架构的关键组成和工作原理与模式;再次,系统论证一体化架构的先进性及关键技术的可行性;最后,阐述基于该体系架构的仿真分析方法,与传统模式相比,该体系架构可完成分钟级遥感任务,时效性强,潜在应用价值高。
Firstly
the current situation of satellite remote sensing
communication
and computing systems was systematically analyzed
and the real-time remote sensing dilemma existing in the traditional satellite remote sensing systems and the satellite remote sensing communication integrated system architecture was deeply analyzed.Secondly
a multi-satellite and satellite-ground coordination integrated system architecture for satellite remote sensing
communication
and computation was put forward
and the key components and the working theories modes of the architecture were introduced in detail.Thirdly
the advantages of this architecture were demonstrated and the feasibility of key technologies was systematically clarified.Finally
the simulation and analysis method based on this architecture
which could reach minute-level remote sensing tasks with high timeliness and high potential application value compared with the traditional mode
was elaborated.
王密 , 仵倩玉 , 肖晶 , 等 . 低轨巨型星座遥感信息“云-边-端” 智能服务关键技术 [J ] . 武汉大学学报(信息科学版) , 2023 , 48 ( 8 ): 1256 - 1263 .
WANG M , WU Q Y , XIAO J , et al . Key technologies on“cloud-edge-end” collaborative intelligent service of low-orbit giant constellation [J ] . Geomatics and Information Science of Wuhan University , 2023 , 48 ( 8 ): 1256 - 1263 .
柯知非 , 黄石生 , 李玉良 , 等 . 低轨大型遥感星座发展现状及其关键技术 [J ] . 航天返回与遥感 , 2023 , 44 ( 1 ): 93 - 101 .
KE Z F , HUANG S S , LI Y L , et al . Research on the development status and key technologies of large LEO remote sensing constellations [J ] . Spacecraft Recovery & Remote Sensing , 2023 , 44 ( 1 ): 93 - 101 .
CHI M M , PLAZA A , BENEDIKTSSON J A , et al . Big data for remote sensing:challenges and opportunities [J ] . Proceedings of the IEEE , 2016 , 104 ( 11 ): 2207 - 2219 .
DAI L L , WANG B C , YUAN Y F , et al . Non-orthogonal multiple access for 5G:solutions,challenges,opportunities,and future research trends [J ] . IEEE Communications Magazine , 2015 , 53 ( 9 ): 74 - 81 .
彭会湘 , 陈金勇 , 杨斌 , 等 . 6G 通信时代的卫星遥感系统展望 [J ] . 无线电工程 , 2020 , 50 ( 7 ): 523 - 529 .
PENG H X , CHEN J Y , YANG B , et al . Prospect of satellite remote sensing system in 6G communication [J ] . Radio Engineering , 2020 , 50 ( 7 ): 523 - 529 .
彭木根 , 张世杰 , 许宏涛 , 等 . 低轨卫星通信遥感融合:架构、技术与试验 [J ] . 电信科学 , 2022 , 38 ( 1 ): 13 - 24 .
PENG M G , ZHANG S J , XU H T , et al . Communication and remote sensing integrated LEO satellites:architecture,technologies and experiment [J ] . Telecommunications Science , 2022 , 38 ( 1 ): 13 - 24 .
许文嘉 , 王一旭 , 彭木根 . 卫星遥感与 6G 通信遥感一体化 [J ] . 电信科学 , 2023 , 39 ( 4 ): 60 - 70 .
XU W J , WANG Y X , PENG M G . Satellite remote sensing and the integration of 6G communication and remote sensing [J ] . Telecommunications Science , 2023 , 39 ( 4 ): 60 - 70 .
GUPTA R P . Remote sensing geology [M ] . Berlin : Springer , 2003 .
陈全 , 杨磊 , 郭剑鸣 , 等 . 低轨巨型星座网络:组网技术与研究现状 [J ] . 通信学报 , 2022 , 43 ( 5 ): 177 - 189 .
CHEN Q , YANG L , GUO J M , et al . LEO mega-constellation network:networking technologies and state of the art [J ] . Journal on Communications , 2022 , 43 ( 5 ): 177 - 189 .
WANG S G , LI Q . Satellite computing:vision and challenges [J ] . IEEE Internet of Things Journal , 2023 , 10 ( 24 ): 22514 - 22529 .
李安 , 黄鹏 , 石璐 , 等 . 中国遥感卫星地面站卫星地面系统的发展 [J ] . 遥感学报 , 2021 , 25 ( 1 ): 251 - 266 .
LI A , HUANG P , SHI L , et al . Update of remote sensing satellite ground system of China remote sensing satellite ground station [J ] . National Remote Sensing Bulletin , 2021 , 25 ( 1 ): 251 - 266 .
杨正磊 , 张海威 , 王瑞花 , 等 . 应急条件下星地资源综合运用模式研究 [J ] . 航天器工程 , 2017 , 26 ( 1 ): 6 - 11 .
YANG Z L , ZHANG H W , WANG R H , et al . Research on integrated handling mode of satellite and station resources under emergency conditions [J ] . Spacecraft Engineering , 2017 , 26 ( 1 ): 6 - 11 .
QUIRITA V A A , DA COSTA G A O P , HAPP P N , et al . A new cloud computing architecture for the classification of remote sensing data [J ] . IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , 2017 , 10 ( 2 ): 409 - 416 .
JAY S , BARET F , DUTARTRE D , et al . Exploiting the centimeter resolution of UAV multispectral imagery to improve remote-sensing estimates of canopy structure and biochemistry in sugar beet crops [J ] . Remote Sensing of Environment , 2019 ,231.
DENBY B , LUCIA B . Orbital edge computing:nanosatellite constellations as a new class of computer system [C ] // Proceedings of the Proceedings of the Twenty-Fifth International Conference on Architectural Support for Programming Languages and Operating Systems . New York:ACM , 2020 : 939 - 954 .
BAI L , ZHU L N , ZHANG X J , et al . Multi-satellite relay transmission in 5G:concepts,techniques,and challenges [J ] . IEEE Network , 2018 , 32 ( 5 ): 38 - 44 .
FU S , GAO J , ZHAO L . Collaborative multi-resource allocation in terrestrial-satellite network towards 6G [J ] . IEEE Transactions on Wireless Communications , 2021 , 20 ( 11 ): 7057 - 7071 .
景毅 , 姜春晓 , 詹亚锋 . 面向卫星通信的 6G 通感算融合架构、技术与挑战 [J ] . 无线电通信技术 , 2023 , 49 ( 1 ): 12 - 20 .
JING Y , JIANG C X , ZHAN Y F . 6G communication,sensing and computing integration for satellite communication:architectures,technologies and challenges [J ] . Radio Communications Technology , 2023 , 49 ( 1 ): 12 - 20 .
郭凯 , 崔潇潇 , 钟江山 , 等 . SpaceX“星盾”系统建设及应用浅析 [J ] . 航天电子对抗 , 2023 , 39 ( 4 ): 55 - 58 .
GUO K , CUI X X , ZHONG J S , et al . Analysis on the construction and application of SpaceX “Starshield” system [J ] . Aerospace Electronic Warfare , 2023 , 39 ( 4 ): 55 - 58 .
JIA M , ZHU S Y , WANG L F , et al . Routing algorithm with virtual topology toward to huge numbers of LEO mobile satellite network based on SDN [J ] . Mobile Networks and Applications , 2018 , 23 ( 2 ): 285 - 300 .
EKICI E , AKYILDIZ I F , BENDER M D . A distributed routing algorithm for datagram traffic in LEO satellite networks [J ] . IEEE/ACM Transactions on Networking , 2001 , 9 ( 2 ): 137 - 147 .
HERRERA J G , BOTERO J F . Resource allocation in NFV:a comprehensive survey [J ] . IEEE Transactions on Network and Service Management , 2016 , 13 ( 3 ): 518 - 532 .
YAN Q , YU F R , GONG Q X , et al . Software-defined networking (SDN) and distributed denial of service (DDoS) attacks in cloud computing environments:a survey,some research issues,and challenges [J ] . IEEE Communications Surveys & Tutorials , 2016 , 18 ( 1 ): 602 - 622 .
CARPENTIERI B , CASTIGLIONE A , SANTIS A D , et al . One-pass lossless data hiding and compression of remote sensing data [J ] . Future Generation Computer Systems , 2019 , 90 : 222 - 239 .
LI F F , LUKIN V , IEREMEIEV O , et al . Quality control for the BPG lossy compression of three-channel remote sensing images [J ] . Remote Sensing , 2022 , 14 ( 8 ): 1824 .
SHI C P , WANG L G , ZHANG J P , et al . Remote sensing image compression based on direction lifting-based block transform with content-driven quadtree coding adaptively [J ] . Remote Sensing , 2018 , 10 ( 7 ): 999 .
ÁLVAREZ-CORTÉS S , SERRA-SAGRISTÀ J , BARTRINA-RAPESTA J , et al . Regression wavelet analysis for near-lossless remote sensing data compression [J ] . IEEE Transactions on Geoscience and Remote Sensing , 2020 , 58 ( 2 ): 790 - 798 .
BÁSCONES D , GONZÁLEZ C , MOZOS D . Hyperspectral image compression using vector quantization,PCA and JPEG2000 [J ] . Remote Sensing , 2018 , 10 ( 6 ): 907 .
DEAN J , CORRADO S J , MONGA R , et al . Large scale distributed deep networks [J ] . Advances in Neural Information Processing Systems , 2012 , 1 ( 12 ): 1223 - 1231 .
KRIZHEVSKY A . One weird trick for parallelizing convolutional neural networks [EB ] . 2014 .
HUANG G , LIU Z , MAATEN L , et al . Densely connected convolutional networks [C ] // Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) . Piscataway:IEEE Press , 2017 : 2261 - 2269 .
WANG Y H , SUN Q B . Task offloading and resource allocation in satellite terrestrial networks:a deep deterministic policy gradient approach [C ] // International Conference on Big Data Intelligence and Computing . Singapore:Springer , 2023 : 365 - 378 .
ZHANG X Y , LIU J , ZHANG R , et al . Energy-efficient computation peer offloading in satellite edge computing networks [J ] . IEEE Transactions on Mobile Computing , 2023 ( 4 ): 1 - 15 .
白照广 . 高分一号卫星的技术特点 [J ] . 中国航天 , 2013 ( 8 ): 5 - 9 .
BAI Z G . Technical characteristics of Gaofen-1 satellite [J ] . Aerospace China , 2013 ( 8 ): 5 - 9 .
WEINBERGER M J , SEROUSSI G , SAPIRO G . The LOCO-I lossless image compression algorithm:principles and standardization into JPEG-LS [J ] . IEEE Transactions on Image Processing:a Publication of the IEEE Signal Processing Society , 2000 , 9 ( 8 ): 1309 - 1324 .
0
浏览量
27
下载量
0
CSCD
关联资源
相关文章
相关作者
相关机构