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BER Analysis of DFE-LMS Algorithm for Smart Antenna System

机译:智能天线系统DFE-LMS算法的BER分析

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The “Smart” part of smart antenna system is the weight adjustment factor. The adaptive algorithms are used in smart antenna in order to adjust the weight of antenna arrays in a way that a main lobe is formed in the direction of desired user and nulls are formed in the direction of undesired user. In this piece of work we have done a comparative analysis of Least Mean Square (LMS) and Decision Feedback Equalizer based Least Mean Square (DFE-LMS) adaptive algorithms on the basis of Signal to Noise Ratio (SNR) and Bit Error Rate (BER). The simulation results observe the graph between SNR and BER on varying the number of iterations as well as modulation index. Implementation is done with the help of Matlab. The result shows that DFE-LMS algorithm has better performance than LMS.
机译:智能天线系统的“智能”部分是重量调整因子。自适应算法用于智能天线,以便以沿期望用户的方向形成主叶片的方式调节天线阵列的重量,并且在不希望的用户的方向上形成空瓣。在这项工作中,基于信号到噪声比(SNR)和误码率(BER)基于信号的信噪比(DFE-LMS)自适应算法进行了最小均方(LMS)和判定反馈均衡器的比较分析。 )。仿真结果观察SNR和BER之间的图形,以改变迭代次数以及调制索引。在Matlab的帮助下实现实现。结果表明,DFE-LMS算法具有比LMS更好的性能。

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