TY - GEN
T1 - Routing algorithm of power line carrier meter reading based on ant colony genetic algorithm
AU - Chen, Ke
AU - Geng, Xin
AU - Hu, Xiaoguang
PY - 2012
Y1 - 2012
N2 - Low voltage power line due to high noise, high attenuation and high time-varying characteristics not only the signal transmission distance was restricted, but also the reliability of communication was reduced, so the meter reading range and accuracy were affected. In this paper, typical topology structure and its characteristics of meter reading system were analyzed in detail, the ant colony genetic algorithm was proposed in this paper to solve the problem of power line carrier meter reading communication routing optimization, the signal transmission distance of meter reading system and the system invulnerability were enhanced by the dynamic routing network. The feasibility and robustness and invulnerability were tested by simulation experiments, the range of power line carrier meter reading was expanded and the reliability of power line communication was improved by algorithm.
AB - Low voltage power line due to high noise, high attenuation and high time-varying characteristics not only the signal transmission distance was restricted, but also the reliability of communication was reduced, so the meter reading range and accuracy were affected. In this paper, typical topology structure and its characteristics of meter reading system were analyzed in detail, the ant colony genetic algorithm was proposed in this paper to solve the problem of power line carrier meter reading communication routing optimization, the signal transmission distance of meter reading system and the system invulnerability were enhanced by the dynamic routing network. The feasibility and robustness and invulnerability were tested by simulation experiments, the range of power line carrier meter reading was expanded and the reliability of power line communication was improved by algorithm.
KW - ant colony algorithm
KW - genetic algorithm
KW - power line carrier meter reading
KW - relay routing
UR - https://www.scopus.com/pages/publications/84868252293
U2 - 10.1109/INDIN.2012.6301127
DO - 10.1109/INDIN.2012.6301127
M3 - 会议稿件
AN - SCOPUS:84868252293
SN - 9781467303118
T3 - IEEE International Conference on Industrial Informatics (INDIN)
SP - 196
EP - 201
BT - INDIN 2012 - IEEE 10th International Conference on Industrial Informatics
T2 - IEEE 10th International Conference on Industrial Informatics, INDIN 2012
Y2 - 25 July 2012 through 27 July 2012
ER -