Research on Airspace Anti-jamming Technology Based on Variable Step Size LMS Algorithm
The reliability,security,and real-time of information transmission are crucial in defence application.Aiming at the problems that the useful information required cannot be accurately received in the battlefield environment with complex and strong electromagne-tic interference as well as multi-module integration,this paper creates a function,calculates the optimal value of the parameters through Monte Carlo experiments,and proposes a variable step size LMS adaptive beam forming algorithm based on el-liptic function.Compared with other algorithms,the results show that the proposed algorithm is superior to the existing variable step size LMS algorithm in convergence speed under the premise of ensuring steady-state error,and the computational complexity is small.By simulating the interference signals of different incoming wave directions to draw the beam direction map,the simulation results show that this paper's algorithm pointing strong,high interference suppression system,can achieve the effective reception of useful signals,effective suppression of interfering signals and equipment integration and miniaturization of the demand.
Monte CarloElliptic functionAdaptive digital beamformingConvergence speedIntegration
NETL
NSTL
万方数据
