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Implementation of Non-Linear Adaptive Equalizer for MIMO-OFDM in Wireless Communication

机译:无线通信中MIMO-OFDM非线性自适应均衡器的实现

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Wireless communication is playing a major role in our day to day life due to its high demand it is required to provide information at high data rate. Due to which the channel would face impairments like fading and interference.The two technologies that have got more attention for above problems are multiple input multiple output (MIMO) and orthogonal frequency division multiplexing (OFDM). OFDM has been considered as one of the multicarrier modulation techniques. MIMO system uses more than one antenna at each end of the transmitter and receiver. These two techniques are combined to upgrade the performance.Equalizer is the device used to reverse the distortion caused by the signal transmitted through a channel. In this, adaptive equalizer algorithms are used. LMS algorithm has low computational complexity but the disadvantage is its convergence rate is very slow. To overcome that, RIS algorithm is used and it significantly improves the convergence. Better Mean Square Error (MSE) and Bit Error Rate (BER) can also be obtained.
机译:由于其高需求,无线通信在日常生活中发挥着重要作用,因此需要以高数据速率提供信息。由于通道将面临衰落和干扰等损伤的障碍。在上述问题上获得更多关注的两种技术是多输入多输出(MIMO)和正交频分复用(OFDM)。 OFDM已被认为是多载波调制技术之一。 MIMO系统在发射器和接收器的每一端使用多个天线。这两种技术组合以升级性能.Equalizer是用于反转通过通道发送的信号引起的失真的装置。在此,使用自适应均衡器算法。 LMS算法具有低计算复杂性,但缺点是其收敛速度非常慢。为了克服,使用RIS算法,它显着提高了收敛性。还可以获得更好的均方误差(MSE)和误码率(BER)。

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