The purpose of this study is to improve and implement the seat suspension system of agricultural vehicle, which is conforming to human body. To develop such a system, the CAE design process is used. In this article, the vibration characteristic of the original seat is obtained by using experimental modal analysis (EMA)and the finite element analysis (FEA), which shows whether it can influence the operator. The mathematical model for the agricultural vehicle seat with cross-linkage mechanism is derived and then the spring constant of the system designed can be calculated. Based on the various material properties, the finite element model can be built. To avoid the natural frequencies of humanbody,the variables of the finite element model should be tunned. Based on the modified finite element model, the seat can be implemented. Finally, themodal test is used to verify the analytical results for the seat designed.