Path planning and spectrum resource allocation method and system for multiple unmanned aerial vehicles
A spectrum resource allocation and path planning technology, which is applied in the field of multi-UAV path planning and spectrum resource allocation, can solve problems such as the inability to achieve full coverage of the disaster-stricken area network and rational allocation of frequency resources, to improve network coverage and data collection Efficiency, optimization of the number of deployments, and the effect of reducing delay
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Embodiment 1
[0034] An embodiment of the present invention provides a multi-UAV path planning and spectrum resource allocation method, such as figure 1 shown, including the following:
[0035] Step S11: use the preset simulation method to simulate the distribution of ground terminals and the distribution of hotspots after the disaster respectively, and obtain multiple ground terminal clusters centered on hotspots.
[0036] Specifically, in the embodiment of the present invention, the present invention uses a Poisson point process (PPP) to simulate the location distribution of hotspots. Hotspots include: densely populated areas, such as schools, hospitals, etc.; Therefore, the density of ground terminals between disaster areas will also vary accordingly. The Thomas clustering process (TCP) is used to describe the location distribution of ground terminals. Ground terminals are communicable devices carried by trapped people. Each cluster will be represented by The hotspots are clustered as c...
Embodiment 2
[0079] An embodiment of the present invention provides a multi-UAV path planning and spectrum resource allocation system, such as Figure 5 shown, including:
[0080] The simulated distribution module is used to simulate the distribution of post-disaster ground terminals and the distribution of hotspots using preset simulation methods to obtain multiple clusters of ground terminals centered on hotspots; this module executes the method described in step S11 in Embodiment 1 , which will not be repeated here.
[0081] The UAV deployment module is used to configure the UAV for each ground terminal according to the distance between each UAV and each cluster and the number of ground terminals that each UAV can access; this module executes the embodiment The method described in step S12 in 1 will not be repeated here.
[0082] The spectrum resource allocation module is used to realize the channel access of UAVs by using TDMA technology, and calculate the amount of data currently re...
Embodiment 3
[0084] An embodiment of the present invention provides a computer device, such as Figure 6 As shown, it includes: at least one processor 401 , such as a CPU (Central Processing Unit, central processing unit), at least one communication interface 403 , memory 404 , and at least one communication bus 402 . Wherein, the communication bus 402 is used to realize connection and communication between these components. Wherein, the communication interface 403 may include a display screen (Display) and a keyboard (Keyboard), and the optional communication interface 403 may also include a standard wired interface and a wireless interface. The memory 404 may be a high-speed RAM memory (Ramdom Access Memory, volatile random access memory), or a non-volatile memory (non-volatile memory), such as at least one disk memory. Optionally, the memory 404 may also be at least one storage device located away from the aforementioned processor 401 . The processor 401 can execute the method for pat...
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