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Open Access. Powered by Scholars. Published by Universities.®

2023

Artificial intelligence

Business Systems and Analytics Faculty Work

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Spacecraft Tracking Control And Synchronization: An Assessment Of Conventional, Unconventional, And Combined Methods, Muhammet Deveci, Dragan Pamucar, Ilgin Gokasar, Madjid Tavana May 2023

Spacecraft Tracking Control And Synchronization: An Assessment Of Conventional, Unconventional, And Combined Methods, Muhammet Deveci, Dragan Pamucar, Ilgin Gokasar, Madjid Tavana

Business Systems and Analytics Faculty Work

Artificial intelligence (AI) promises breakthroughs in space operations, from mission design planning to satellite data processing and navigation systems. Advances in AI and space transportation have enabled AI technologies in spacecraft tracking control and synchronization. This study assesses and evaluates three alternative spacecraft tracking control and synchronization (TCS) approaches, including non-AI TCS methods, AI TCS methods, and combined TCS methods. The study proposes a hybrid model, including a new model for defining weight coefficients and interval type-2 fuzzy sets based combined compromised solution (IT2FSs-CoCoSo) to solve the spacecraft TCS problem. A new methodology is used to calculate the weight coefficients …