A simulation and verification system for intersatellite laser interference frequency planning based on time series reinforcement learning
A technology of frequency planning and laser interference, which is applied in the field of inter-satellite laser interference frequency planning simulation verification system to achieve the effect of reducing risks
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Embodiment 1
[0105] Such as figure 1 As shown, Embodiment 1 of the present invention proposes a system for formulating a time series retrospective reinforcement learning model for frequency planning schemes, the system includes six optical platforms A1, A2, A3, A5, A4, A6. The angle between optical tables A1 and A2 is 60 degrees for a group of adjacent optical tables, the angle between A3 and A4 is 60 degrees for a group of adjacent optical tables, the angle between A5 and A6 is 60 degrees for a group of adjacent optical tables optical table. A1 and A6 are a group of relative optical tables, A2 and A3 are a group of relative optical tables, A4 and A5 are a group of relative optical tables.
[0106] Each optical platform includes tunable lasers, multiple beam splitters, multiple one-way glasses, multiple four-quadrant photodetectors, multiple beam couplers, and a Doppler frequency shift interference generator. The optical platforms A1, A2, A3, A5, A4, and A6 have the same structure and a...
Embodiment 2
[0122] Such as Figure 5 As shown, Embodiment 2 of the present invention proposes a method for simulation and verification of intersatellite laser interference frequency planning based on time-series reinforcement learning, which is implemented based on the system of Embodiment 1. Specific methods include:
[0123] Calculate the Doppler frequency shift at a specified moment according to the orbit data, and store it in the Doppler frequency shift interference information memory of the storage component;
[0124] Input the Doppler frequency shift at a specified moment into the decision model that has been established and trained, and obtain the laser frequency to be emitted at each moment of each laser interference optical platform, form a frequency planning scheme including each moment and store it in the reinforcement learning of the storage component policy memory;
[0125] Input the frequency planning scheme into the laser transmitter of each laser interferometry optical p...
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