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- W4385873685 abstract "To solve the problem of uneven energy consumption of routing protocols for wireless sensor networks (WSN), a WSN multi-strategy clustering mechanism based on improved sparrow search algorithm is proposed, which optimizes the intra-cluster task using a dual cluster head clustering strategy. Firstly, a node hierarchy strategy based on location information is designed; secondly, a multinomial constraint factor is designed to select the primary cluster head; finally, the improved sparrow search algorithm (SSA) is applied to select the sub-cluster head within the cluster. The clustering mechanism is compared with three similar clustering protocols for experiments, and the average improvement over the other three algorithms is 121.7%, 77.1%, and 12.3%, respectively. The results show that the clustering mechanism can reduce node energy consumption and extend the network survival cycle." @default.
- W4385873685 created "2023-08-17" @default.
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- W4385873685 date "2023-08-16" @default.
- W4385873685 modified "2023-10-04" @default.
- W4385873685 title "Wireless sensor networks multi-strategy clustering mechanism based on improved sparrow search algorithm" @default.
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- W4385873685 doi "https://doi.org/10.1117/12.3004696" @default.
- W4385873685 hasPublicationYear "2023" @default.
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