A framework for assessing grey multitasking effectiveness of satellite communication constellation

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Publicado en:Scientific Reports (Nature Publisher Group) vol. 15, no. 1 (2025), p. 24251
Autor Principal: Shao, Ruirui
Outros autores: Wang, Ximing, Gao, Su, Li, Yuhong, You, Weiqing, Zhang, Qian
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Nature Publishing Group
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100 1 |a Shao, Ruirui  |u Jiangsu Open University, School of Information Technology, Nanjing, China (GRID:grid.443480.f) (ISNI:0000 0004 1800 0658) 
245 1 |a A framework for assessing grey multitasking effectiveness of satellite communication constellation 
260 |b Nature Publishing Group  |c 2025 
513 |a Journal Article 
520 3 |a Task effectiveness, defined as the likelihood that a system will complete specific tasks under predefined conditions and within a given timeframe, is a crucial indicator of the system’s overall performance and fundamental quality attributes. This metric holds particular significance for the design and optimization of constellation networks. However, current research on multi-layer constellation networks has its shortcomings. Existing methodologies fail to accurately represent the stochastic processes of satellite constellations, neglect the differences in multitask requirements, focus solely on single tasks or static structures, and overlook the dynamic nature of satellite networks. To tackle these challenges, this paper introduces a quantitative framework for assessing the grey multitasking effectiveness of satellite communication constellations. The framework is developed through a systematic approach: firstly, the operational mechanisms of individual satellites and various user task types are analyzed, enabling the construction of Satellite Grey Graphical Evaluation and Review Technique signaling transmission diagrams. Secondly, the network structure is modeled using the Satellite Tool Kit, which aids in determining the completion times and variances for each functional module. Thirdly, the multitasking effectiveness of the constellation is quantified by combining the effectiveness and importance weights of each communication link task. Lastly, the proposed framework is validated through a case study involving a sample satellite communication constellation, and the evaluation results are analyzed to showcase the framework’s applicability and robustness. 
653 |a Big Data 
653 |a Simulation 
653 |a Probability 
653 |a Algorithms 
653 |a Random variables 
653 |a Satellite communications 
653 |a Data envelopment analysis 
653 |a Multitasking 
653 |a System theory 
653 |a Economic 
700 1 |a Wang, Ximing  |u Jiangsu Open University, School of Information Technology, Nanjing, China (GRID:grid.443480.f) (ISNI:0000 0004 1800 0658) 
700 1 |a Gao, Su  |u China Academy of Space Technology (CAST), Institute of Telecommunication Satellite, Beijing, China (GRID:grid.464215.0) (ISNI:0000 0001 0243 138X) 
700 1 |a Li, Yuhong  |u Jiangsu Open University, School of Information Technology, Nanjing, China (GRID:grid.443480.f) (ISNI:0000 0004 1800 0658) 
700 1 |a You, Weiqing  |u University of Science and Technology of China, School of Cyber Science and Technology, Hefei, China (GRID:grid.59053.3a) (ISNI:0000 0001 2167 9639) 
700 1 |a Zhang, Qian  |u Jiangsu Open University, School of Information Technology, Nanjing, China (GRID:grid.443480.f) (ISNI:0000 0004 1800 0658) 
773 0 |t Scientific Reports (Nature Publisher Group)  |g vol. 15, no. 1 (2025), p. 24251 
786 0 |d ProQuest  |t Science Database 
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