摘要
The SIRMs fuzzy diffusion (SIRMs-FD) routing mechanism is proposed and optimized by using the fuzzy preference-enhanced multi-objective Particle Swarm Optimizer (FPMOPSO) for Wireless Networked Control Systems (WNCSs). For these resource constrained networks, the lightweight nature of the SIRMs inference mechanism is a very desirable characteristic. Compared to the traditional fuzzy diffusion mechanism, the proposed approach improves packet loss rate and delay by 40% and 20% respectively, while the mean absolute error is improved by 20%. Performance in terms of residual energy is similar between the two approaches. This work demonstrates the effectiveness of the lightweight SIRMs-FD in WNCSs.
| 源语言 | 英语 |
|---|---|
| 页 | 6P |
| 出版状态 | 已出版 - 2011 |
| 已对外发布 | 是 |
| 活动 | International Workshop on Advanced Computational Intelligence and Intelligent Informatics, IWACIII 2011 - Suzhou, 中国 期限: 19 11月 2011 → 23 11月 2011 |
会议
| 会议 | International Workshop on Advanced Computational Intelligence and Intelligent Informatics, IWACIII 2011 |
|---|---|
| 国家/地区 | 中国 |
| 市 | Suzhou |
| 时期 | 19/11/11 → 23/11/11 |