Characterizing Protocol Interaction Using Metamodeling Methodology
The metamodeling methodology is an important method to reduce the computational expense of complex system simulation. To demonstrate that the methodology can be applied to the domain of mobile ad hoc networks cross-layer design, three metamodeling techniques, including polynomial model, radial basis function and Kriging with their corresponding model fitting methods, were investigated in this paper, and their performances were evaluated on additional test data. The results show that Kriging metamodel achieves more accuracy and has a good robustness with acceptable computational efficiency. The examples show that design space can be explored with a reasonable accurate metamodel.
Mobile Ad Hoc Networks Protocol Interaction Metamodeling Metamodel-based Design
Chen Ling Wu Bing Hu Zhi-wei Liang Jia-hong
School of Mechatronics Engineering and Automation National University of Defense Technology Changsha, China
国际会议
北京
英文
1-5
2010-06-25（万方平台首次上网日期，不代表论文的发表时间）