摘要
对仿真中用到的各种随机信号的数学模型进行了讨论。定量分析了有限带宽白噪声模块BLWN,给出了设定该模块参数的关系式。对有色噪声的仿真进行了定量的分析和验证。分析了指数相关随机过程的数学模型,指出仿真时可用均匀分布来代替泊松分布,并给出了相应的M函数文件。文中还讨论了仿真中用BLWN模块来近似给出指数相关随机过程的方法。
The mathematical models of stochastic signals used in simulation are discussed. Detailed quantified analysis is given for the Band-Limited White Noise module and its parameters. The generation of colored noises in simulation and its verification are also discussed. The mathematical model of the exponential correlation process is analyzed. It is pointed out that the equal distribution can be used in simulation instead of the Poisson distribution to produce an exponential correlation process, and the related M-function is given. An approximate method of generation the exponential correlation process from BLWN module is also discussed.
出处
《系统仿真学报》
EI
CAS
CSCD
北大核心
2006年第7期2014-2016,2041,共4页
Journal of System Simulation
基金
国家自然科学基金(60374027)
哈尔滨工业大学优秀青年教师培养计划(HIT20060103和AAQQ54300063)
关键词
随机信号
仿真模型
白噪声
指数相关
stochastic signal
simulation model
white noise
exponential correlation
