Progress and Challenges in Intelligent Remote Sensing Satellite Systems

Due to advances in remote sensing satellite imaging and image processing technologies and their wide applications, intelligent remote sensing satellites are facing an opportunity for rapid development. The key technologies, standards, and laws of intelligent remote sensing satellites are also experi...

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Veröffentlicht in:	IEEE journal of selected topics in applied earth observations and remote sensing Jg. 15; S. 1814 - 1822
Hauptverfasser:	Zhang, Bing, Wu, Yuanfeng, Zhao, Boya, Chanussot, Jocelyn, Hong, Danfeng, Yao, Jing, Gao, Lianru
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Artificial intelligence Customization Defects hyperspectral remote sensing Image processing Imaging Imaging techniques Information services Intelligence intelligent remote sensing satellite Onboard equipment onboard real-time processing Payloads Real time Real-time systems Remote sensing Satellite broadcasting Satellite imagery Satellites Sensors Spaceborne remote sensing Spatial resolution Work platforms
ISSN:	1939-1404, 2151-1535
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Abstract	Due to advances in remote sensing satellite imaging and image processing technologies and their wide applications, intelligent remote sensing satellites are facing an opportunity for rapid development. The key technologies, standards, and laws of intelligent remote sensing satellites are also experiencing a series of new challenges. Novel concepts and key technologies in the intelligent hyperspectral remote sensing satellite system have been proposed since 2011. The aim of these intelligent remote sensing satellites is to provide real-time, accurate, and personalized remote sensing information services. This article reviews the current developments in new-generation intelligent remote sensing satellite systems, with a focus on intelligent remote sensing satellite platforms, imaging payloads, onboard processing systems, and other key technological chains. The technological breakthroughs and current defects of intelligence-oriented designs are also analyzed. Intelligent remote sensing satellites collect personalized remote sensing data and information, with real-time data features and information interaction between remote sensing satellites or between satellites and the ground. Such developments will expand the use of remote sensing applications beyond government departments and industrial users to a massive number of individual users. However, this extension faces challenges regarding privacy protection, societal values, and laws regarding the sharing and distribution of data and information.
AbstractList	Due to advances in remote sensing satellite imaging and image processing technologies and their wide applications, intelligent remote sensing satellites are facing an opportunity for rapid development. The key technologies, standards, and laws of intelligent remote sensing satellites are also experiencing a series of new challenges. Novel concepts and key technologies in the intelligent hyperspectral remote sensing satellite system have been proposed since 2011. The aim of these intelligent remote sensing satellites is to provide real-time, accurate, and personalized remote sensing information services. This article reviews the current developments in new-generation intelligent remote sensing satellite systems, with a focus on intelligent remote sensing satellite platforms, imaging payloads, onboard processing systems, and other key technological chains. The technological breakthroughs and current defects of intelligence-oriented designs are also analyzed. Intelligent remote sensing satellites collect personalized remote sensing data and information, with real-time data features and information interaction between remote sensing satellites or between satellites and the ground. Such developments will expand the use of remote sensing applications beyond government departments and industrial users to a massive number of individual users. However, this extension faces challenges regarding privacy protection, societal values, and laws regarding the sharing and distribution of data and information.
Author	Hong, Danfeng Wu, Yuanfeng Zhang, Bing Chanussot, Jocelyn Yao, Jing Gao, Lianru Zhao, Boya
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SubjectTerms	Artificial intelligence Customization Defects hyperspectral remote sensing Image processing Imaging Imaging techniques Information services Intelligence intelligent remote sensing satellite Onboard equipment onboard real-time processing Payloads Real time Real-time systems Remote sensing Satellite broadcasting Satellite imagery Satellites Sensors Spaceborne remote sensing Spatial resolution Work platforms
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Title	Progress and Challenges in Intelligent Remote Sensing Satellite Systems
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