Simulation results demonstrate that compared with three other algorithms, the proposed algorithm achieves a more balanced energy consumption distribution among nodes, significantly extends the network’s stability period, and further enhances the overall network lifetime.
Abstract
To address premature node failure in wireless sensor networks (WSNs) caused by limited energy and uneven energy consumption, this article proposes a tree-based routing algorithm with local update capability. Building upon traditional tree-based routing architecture, this algorithm classifies nodes into different tiers according to their residual energy, geographical location, and current connectivity status. These tiers undergo real-time dynamic updates to adapt to packet transmission demands. Routing paths are adaptively adjusted based on tier variations: when a node’s tier rapidly decreases, its associated routes undergo local updates to minimize energy consumption, thereby prolonging the life time of lower-tier nodes as effectively as possible. Simulation results demonstrate that compared with three other algorithms, the proposed algorithm achieves a more balanced energy consumption distribution among nodes, significantly extends the network’s stability period, and further enhances the overall network lifetime.
The core research goal of this paper is to optimize dynamic routing protocols to improve the performance of the classic LEACH protocol in heterogeneous WSNs through a real-time adaptive scheme, which relies on two core methods: a cluster head selection mechanism based on the residual energy criterion, and a priority ho...
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