Route optimizing method and device of communication unmanned aerial vehicle
A path optimization and unmanned aerial vehicle technology, applied in the field of unmanned aerial vehicle communication, can solve problems such as low traversal efficiency, unfavorable models, inaccurate experience, etc., and achieve the effect of reducing flight energy consumption, small energy consumption, and reduced energy consumption
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[0077] As an optional implementation manner of the present invention, the calculation method of the multicast group number K includes
[0078] According to the number of users N, the possible value of determining the number of multicast group splits is K*∈[1,N];
[0079] According to each specific multicast group split number K*, use the k-means algorithm to divide the number of users N into K* multicast groups, and calculate the average contour coefficient λ* corresponding to K*;
[0080] Input the number of users N, the file size S, the specific number of multicast group splits K* and the average contour coefficient λ* corresponding to the number of multicast group splits K* into the trained SVM model, and obtain the number of multicast group splits K* The corresponding predicted energy consumption E k* ;
[0081] The value of K* is from 1 to N, so the SVM model gets a predicted energy consumption E of the drone for each K* in the current scene k* , where the minimum pred...
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