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- W2370319959 abstract "In order to improve anti-jamming capability of the digital transmission system,this paper introduced an adaptive filtering algorithm and analyzed the effect of the relation between step-size factor and e(n) on algorithm performances.The traditional LMS algorithm was improved,which used a modified hyperbolic tangent function for the variable step-size.In this paper,how the parameters of,β,and m affected the performance of the novel algorithm was discussed.The algorithm can not only obtain fast convergence and lower steady-state error,but also avoid the shortage of fast step change in the process of the adaptive steady state.MATLAB simulation results confirmed the theoretical analysis,which demonstrated that the algorithm has better performance and can be widely used in various digital communication." @default.
- W2370319959 created "2016-06-24" @default.
- W2370319959 creator A5035348844 @default.
- W2370319959 date "2011-01-01" @default.
- W2370319959 modified "2023-09-28" @default.
- W2370319959 title "LMS Adaptive Filtering Algorithm Improvement and Performance Analysis" @default.
- W2370319959 hasPublicationYear "2011" @default.
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