Joint Channel and Impulsive Noise Estimation using Compressive Sensing for Powerline Communications

نویسندگان

  • Anser Mehboob
  • Li Zhang
  • Javad Khangosstar
چکیده

Channel estimation in conjunction with impulsive noise (IN) mitigation using compressive sensing is proposed for OFDM based power line communication (PLC) systems. Compressive sensing (CS) based IN mitigation algorithms use silent-pilots (or zero-subcarriers) to estimate and cancel the IN at receiver. To estimate the channel and IN jointly, non-zero pilots have to be used. However, the usage of non-zero pilots degrades the IN estimation due to channel frequency response terms appearing at the pilots’ positions. Therefore, we design a method which estimates the channel impulse response using CS, removes the channel frequency response terms appearing at the pilots’ positions and then estimates the IN using CS. The performance evaluation indicates that the proposed method improves the overall Bit Error rate (BER) of 1/2-rate codedOFDM system to almost 4 dB as compared to the ’Least Square’ (LS) method.

برای دانلود 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

Difference sets-based compressive sensing as denoising method for narrow-band power line communications

The present work analyzes and compares two of the most popular specifications for data transmission over power line networks: PRIME and G3-PLC. A description of the specifications together with simulation results of the performance of both solutions in a power line environment are presented. The simulation model has been built using the Matlab workspace. A simulation environment based on Matlab...

متن کامل

A Novel Method for Measuring the Characteristics of the Powerline Channel for High Speed Communications

I For the design of existing low rate powerline communication systems it was sufficient to model the channel with parameters such as attenuation, impedance and noise. For high speed power line communication, however, it is important not to model the attenuation only but the complete linear channel distortion. In this paper we present a novel method of measuring the impulse response of the power...

متن کامل

Special issue on compressive sensing in communications

Compressive sensing, also known as compressive sampling, has made a tremendous impact on signal processing and statistical learning, and has facilitated numerous applications in areas ranging frommedical imaging and computational biology to astronomy. Recently, there has been a growing interest in applying the principles of compressive sensing to an even wider range of topics, including those i...

متن کامل

Heuristic Channel Estimation Based on Compressive Sensing in LTE Downlink Channel

Pilot-assisted channel estimation has been investigated to improve the performance of OFDM based LTE systems. LS and MMSE method do not perform excellently because they do not consider the inherent sparse feature of wireless channel. The sparse feature of channel impulse response satisfies the requirement of using compressive sensing (CS) theory, which has recently gained much attention in sign...

متن کامل

Coding for a Terrible Channel

We describe coding and modulation aspects for a channel with different kinds of a-typical noise disturbances. An example of such a channel is the powerline communication (PLC) channel, but the same noise disturbances can be observed in for instance xDSL communications. The channel is assumed to suffer from background noise, impulsive noise, narrowband noise and fading. In addition, in PLC, the ...

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

برای دانلود 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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2012