The week's pick
Reseach Article
Noise Cancellation in Stochastic Wireless Channels using Coding and Adaptive Filtering
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 46 - Number 14 |
| Year of Publication: 2012 |
| Authors: Subhadra Das, Kandarpa Kumar Sarma |
10.5120/6977-9553
|
Subhadra Das, Kandarpa Kumar Sarma . Noise Cancellation in Stochastic Wireless Channels using Coding and Adaptive Filtering. International Journal of Computer Applications. 46, 14 ( May 2012), 20-25. DOI=10.5120/6977-9553
Abstract
Wireless communication with fading as a major impairment along with other phenomena gives rise to noise in the channel. One of the major issues in wireless communication is to cancel out noise effects primarily when the propagation medium demonstrates stochastic behavior. Data transmission in noisy communication channel is controlled with the help of error control coding. Also, the elimination of noise is effective with the help of adaptive filters as these track the variations in the input signal compared to a given reference signal. In this paper, we explore certain methods of noise cancellation using error correction coding as well as adaptive filter trained with Least Mean Square (LMS), Normalised Least Mean Square (NLMS) and Recursive Least Square (RLS) algorithm. The experiments performed show satisfactory results in severely faded Nakagami-m channels. The work formulates a methodology for developing certain insight into the use of error control coding and adaptive filtering to fight fading in wireless channel.
References
- B. Widrow, J. R. Glover, J. M. McCool, J. Kaunitz, C. S. Williams, R. H. Hearn, J. R. Zeidler,Eugene Dong, R. C. Goodlin: "Adaptive Noise Cancelling: Principles and Applications," Proceedings of the IEEE, vol. 63, no. 12, Dec. 1975.
- S. Haykin,"Adaptive Filter Theory",4th ed. , Prentice-Hall, Inc. ,1991.
- H. Kaur, "Applications and Simulation of Adaptive Filter in Noise Cancellation, June 2011.
- M. H. Hayes, "Statistical Digital Signal Processing and Modelling",Wiley-India.
- O. B. Sik, C. Cardinal, F. Gagnon, "On the Performance of Interference Cancellation in Wireless Ad Hoc Networks," 2010 IEEE.
- T. S. Rappapot, "Wireless Communication", 2nd ed. , Prentice-Hall, Inc. ,2002.
- N. Srivastava, A. Johri , M. Saxena, "Performance of Nakagami-m fading channel with equal gain combining and maximan ratio combining", International Journal of Electronics Communication and Computer Engineering, Vol. 3, Issue 1, 2012
- B. B. Baruah, K. K. Sarma, "ANN Based Equalization using Coded Inputs in Nakagami-m Faded Channel", International Journal of Smart Sensors and Ad Hoc Netwoks (IJSSAN) ISSN No. 2248-9738 Vol-1,Issue 3,2012.
- S. Haykin,"Communication Systems", 4th ed. , Wiley-India Inc. , 2001
- S. Das, K. K. Sarma, "Noise Cancellation in Stochastic Wireless Channels using Adaptive Filtering", International Conference in Electronics and Communication Engineering, Guwahati, India, Jan. , 2012.
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