The invention discloses a
satellite-ground cooperative intelligent
remote sensing calculation method and
system based on generalized dynamic guidance, and relates to the technical field of space
information technology,
artificial intelligence and edge calculation crossing. According to the method, generalized dynamic guidance information including an intelligent space
mask, a task adaptive prompt vector and a collaborative reasoning instruction is formed through a ground guidance center; the
satellite-borne
processing unit realizes self-adaptive focusing
processing by adopting local focusing calculation and a conditional premature exit mechanism according to the guide information and in combination with a real-time resource state; and meanwhile, a space-ground closed-
loop optimization system is constructed, and a guide strategy is continuously optimized through result feedback. According to the method, the mode conversion from full-
image processing to focusing calculation is realized, the on-
satellite processing efficiency is remarkably improved, the calculation amount is reduced by 70-90% while the precision is ensured, the satellite-ground communication data volume is reduced by more than 95%, the problems of on-satellite resource limitation and
data transmission bandwidth
bottleneck are effectively solved, and the method is suitable for large-scale popularization and application. The method has important value in
remote sensing application scenes such as disaster emergency and environment monitoring.