In robust estimation，it is very difficult to obtain robust initial parameters, so a new method which estimate initial parameters based on initial equivalent weights of high breakdown point is proposed to more effectively
reject the effcets of gross errors. It is demonstrated that initial parameters estimated with the proposed method
may have more reasonable equivalent weights. When the observations are seriously contaminated by gross errors, this method remains effective.