Linear Vs Non Linear Equalizer in Different Channel Condition

نویسنده

  • Amit Agarwal
چکیده

In this paper we have present performance analysis of different equalization techniques such as minimum mean– squared error (MMSE), Least mean square (LMS), Recursive Least Square (RLS) linear equalizers and MMSE-Decision Feedback equalizer (DFE), LMS-DFE, RLS-DFE non-linear equalizers in different channel conditions, in order to achieve optimal equalizer. In our simulation model we have consider quaternary phase–shift keying (QPSK) modulation scheme under Additive White Gaussian Noise (AWGN), lognormal and Rician channel condition. The analysis of Linear and Nonlinear equalization in different channels are performed and as an outcome we can conclude that standard Decision Feedback Equalization (DFE-Non linear Equalizer) methods are clearly outperformed the Linear equalizer by means of the Bit Error Rate (BER) performance. We use the MATLAB to show that the DFE provide better performance in low SNR region with respect to that of linear equalizer over AWGN, Rician and lognormal channels.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Improvements in the channel Equalizer Performance Using Modified LMS and BP Algorithms

This paper introduces a comparative study in the communication channel equalization problem. Different types of linear and nonlinear channel models including linear and nonlinear phase are considered in this study. Adaptive linear filter and neural networks are used to imitate different equalizer models. The equalizer models are tested using different transmitted signals with different characte...

متن کامل

Fractionally Spaced Adaptive Equalizer: A Review

Due to non-linear channel behaviour, the bit error rate at the receiver side increases and receiver is not able to recognize the signal levels. Equalizer play an important role is such situations and is designed to have an impulse response which is reciprocal to the response of the channel, hence resulting in an overall linear response. As channel response is not static in nature, so equalizer ...

متن کامل

Entropy minimization for supervised digital communications channel equalization

This paper investigates the application of error-entropy minimization algorithms to digital communications channel equalization. The pdf of the error between the training sequence and the output of the equalizer is estimated using the Parzen windowing method with a Gaussian kernel, and then, the Renyi’s quadratic entropy is minimized using a gradient descent algorithm. By estimating the Renyis ...

متن کامل

Adaptive Channel Equalization Using Multiplicative Neural Network for Rayleigh Faded Channel

Problem statement: Digital transmission over band-limited communication channel largely suffers from ISIS and various noise sources. The presence of ISI and noise causes bit errors in the received signal. Equalization is necessary at the receiver to overcome these channel impairment to recover the original transmitted sequence. Traditionally equalization is considered as equivalent to inverse f...

متن کامل

Performance Analysis of Color Image Transmission over Rayleigh Fading Channel in an Outdoor Environment

In this paper we investigate the impact of different equalization techniques for digital communication systems that employ MPSK and MQAM modulation technique to transmit information such as color image over Rayleigh fading AWGN channel. Performance is analyzed in terms of bit error rate by MATLAB simulation. For the simulation of Rayleigh fading channel the different property values such as pat...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2014