Distributed method for solving perception situation uniformity of heterogeneous network
A heterogeneous network and distributed technology, applied in the field of sensor networks, can solve problems such as data communication asymmetry, holes in the monitoring area, and poor networking capabilities
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Embodiment 1
[0064] This example provides a distributed method DDDH to solve the problem of uniform situation in heterogeneous network perception. The algorithm constructs the optimal topology structure between nodes based on the communication model of heterogeneous nodes; the relationship between nodes and their adjacent nodes is calculated, and the congestion of the current node location is calculated. The configuration of the virtual force is introduced to a certain extent to speed up the spreading speed of the algorithm in the early stage; at the same time, the redundancy of the nodes is used as the calculation basis of the adaptive step size to avoid the local optimal problem in the classic VFA method. Based on the distributed working mode, the algorithm can quickly realize the optimization of network topology deployment while improving the connectivity performance between nodes.
[0065] Considering the heterogeneity of the radii between the nodes of the heterogeneous sensor network, ...
Embodiment 2
[0121] This embodiment provides an application of a distributed method for solving the uniform situation problem of heterogeneous network perception in the monitoring of cyanobacteria in Taihu Lake.
[0122] For range monitoring of cyanobacteria, sensors need to be scattered on the water surface, but due to water surface fluctuations and other reasons, the position of the sensors is very easy to change. The DDDH algorithm is used to reconstruct the topology of the sensor network, which can achieve a higher perception rate of the water surface monitoring area with lower complexity, lower energy consumption, and higher efficiency.
[0123] In order to verify the advantages of the method proposed in this application, a simulation experiment is specially carried out. The default initial configuration is used in the simulation process: DetectArea=100m×100m, N=40, R min = 8m, R max =12m, MaxStep=Rs / 5, the maximum iteration times of the algorithm times=100. During the experiment, t...
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