TY - GEN
T1 - Hierarchical ant colony algorithm of wireless sensor networks for energy monitoring
AU - Dong, Xu
AU - Shaoguang, Zhang
AU - Min, Liu
AU - Xuerong, Li
AU - Hongxing, Wei
PY - 2013
Y1 - 2013
N2 - Using wireless sensor networks in residential building electrical monitoring changes the style of wire-based measurement and facilitates the design of the system. The wireless communication mode takes new problems such as the transmission efficiency and energy consumption of data transmission. To solve these problems, this paper discusses the characteristics of the network topology for energy measurement, and designs a communication protocol based on hierarchical ant colony algorithm. The protocol combines the idea of network hierarchical transmission and the ant colony algorithm. To achieve the efficient collection of data, the transmission efficiency is the first optimized object and the transmission energy consumption is also taken into account. System simulation and experimental results verify the reliability and feasibility of the designed algorithm.
AB - Using wireless sensor networks in residential building electrical monitoring changes the style of wire-based measurement and facilitates the design of the system. The wireless communication mode takes new problems such as the transmission efficiency and energy consumption of data transmission. To solve these problems, this paper discusses the characteristics of the network topology for energy measurement, and designs a communication protocol based on hierarchical ant colony algorithm. The protocol combines the idea of network hierarchical transmission and the ant colony algorithm. To achieve the efficient collection of data, the transmission efficiency is the first optimized object and the transmission energy consumption is also taken into account. System simulation and experimental results verify the reliability and feasibility of the designed algorithm.
KW - Ant Colony Algorithm
KW - Electrical Monitoring
KW - Hierarchical
KW - Wireless Sensor Networks
UR - https://www.scopus.com/pages/publications/84881403574
U2 - 10.1109/ICIEA.2013.6566562
DO - 10.1109/ICIEA.2013.6566562
M3 - 会议稿件
AN - SCOPUS:84881403574
SN - 9781467363211
T3 - Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013
SP - 1270
EP - 1274
BT - Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013
T2 - 2013 IEEE 8th Conference on Industrial Electronics and Applications, ICIEA 2013
Y2 - 19 June 2013 through 21 June 2013
ER -