基于改进的和谐搜索的功率无线传感器网络通信路由算法设计

Q3 Decision Sciences Journal of ICT Standardization Pub Date : 2024-06-01 DOI:10.13052/jicts2245-800X.1223
Guo Li;MingHua Wang
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引用次数: 0

摘要

本文提出了一种基于改进和谐搜索的电力无线传感器网络通信路由算法,以降低电力无线传感器网络的通信路由延迟和能耗。首先,根据电力无线传感器网络通信路由时延和能耗的构成,分别构建时延模型和能耗模型,并通过赋予不同权重构建目标函数。然后,采用人工蜂群算法和列维飞行机制改进和谐搜索算法求解目标函数。实验结果表明,该算法可以满足不同用户对延迟和能耗的不同需求。如果用户需要低延迟,则将低延迟权重设为 1,功耗权重设为 0,则平均延迟为 7s,平均功耗为 3203J。当用户要求低能耗时,将延迟权重设为 0,能耗权重设为 1,这样平均能耗为 2667J,平均延迟为 15s,可以满足用户的需求。
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Design of Routing Algorithm for Communication of Power Wireless Sensor Networks Based on Improved Harmony Search
In this paper, a routing algorithm for the communication of power wireless sensor networks based on improved harmony search is proposed to reduce the communication routing delay and energy consumption of power wireless sensor networks. Firstly, according to the composition of communication routing delay and energy consumption of power wireless sensor networks, the delay model and energy consumption model are constructed respectively, and the objective function is constructed by assigning different weights. Then, artificial bee colony algorithm and Levy flight mechanism improved harmony search algorithm are adopted for solving the objective function. Experiment results reveal that the algorithm can meet different users' different demands on delay and energy consumption. If the user needs low delay, set the low delay weight to 1 and the power consumption weight to 0, then the average delay is 7s, and the average power consumption is 3203J. When user demand is low energy consumption, set the delay weight to 0 and the energy consumption weight to 1, so that the average energy consumption is 2667J and the average delay is 15s, which can meet the needs of users.
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来源期刊
Journal of ICT Standardization
Journal of ICT Standardization Computer Science-Information Systems
CiteScore
2.20
自引率
0.00%
发文量
18
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