Optimization Design of Frequency Band Dwell Time Based on Genetic Algorithm and Sorting and Identification Requirement
A frequency band dwell time optimization design method based on genetic algorithm and sorting recognition requirements is proposed to effectively improve the interception probability of the signal receiving system front-end and accelerate the system debugging progress.This method first obtains the calculation formula for front-end interception probability based on a window function model.Secondly,it abstracts the problem of optimizing the maximum frequency band residence time as a nonlinear optimization problem under constraint conditions,and iteratively optimizes it based on genetic algorithm.Finally,it optimizes the minimum frequency band residence time based on the correct selection and recognition requirements of radiation source signals,thus obtaining the optimal frequency band residence time range.The results show that this optimization design method can achieve the optimization of the frequency band residence time range,improve the interception probability of the system front-end,solve the problem of laborious on-site debugging,accelerate the system debugging progress,and is suitable for practical engineering applications.
front-end interception probabilityfrequency band dwell timegenetic algorithmwindow function modelnonlinear optimization
万方数据
维普
