Impulse noise estimation and removal for OFDM systems

IEEE Transactions on Communications

Volumn 62, Issue 3, 2014, Pages 976-989

  Al Naffouri, Tareq Y ^a,b   Quadeer, Ahmed A ^c   Caire, Giuseppe ^d  

^a KING ABDULLAH UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Saudi Arabia)

^b KING FAHD UNIVERSITY OF PETROLEUM AND MINERALS   (Saudi Arabia)

^c HONG KONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Hong Kong)

^d University of Southern California ^*  (United States)

Author keywords

compressive sensing; discrete multitone; estimation; impulse noise; OFDM; sparse signal reconstruction

Indexed keywords

ALGORITHMS; ESTIMATION; IMPULSE NOISE; SIGNAL RECONSTRUCTION; TELECOMMUNICATION SYSTEMS; WHITE NOISE;

COMPRESSIVE SENSING; DISCRETE MULTI-TONE; FREQUENCY SELECTIVE CHANNEL; MODULATION SCHEMES; SPARSE SIGNAL RECONSTRUCTION; SPARSE SIGNAL RECOVERIES; STATE-OF-THE-ART METHODS; WIRED AND WIRELESS COMMUNICATIONS;

ORTHOGONAL FREQUENCY DIVISION MULTIPLEXING;

EID: 84897554736     PISSN: 00906778     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCOMM.2014.012414.130244     Document Type: Article

References (51)

1. T. Y. Al-Naffouri, A. A. Quadeer, and G. Caire, "Impulsive noise estimation and cancellation in DSL using orthogonal clustering," 2011 IEEE Int. Symp. on Inform. Theory.
2. T. Starr, M. Sorbara, J. M. Cioffi, and P. J. Silverman, DSL Adcances. Prentice Hall Professional, 2003.
3. "Network and Customer Installation Interfaces -Asymmetric Digital Subscriber Line (ADSL) metallic interfaces," ANSI standard T1.413, 1995.
4. H. Hrasnica, A. Haidine, and R. Lehnert, Broadband Powerline Communications. Wiley, 2004.
5. H. C. Ferreira, L. Lampe, J. Newbury, and T. G. Swart, Power Line Communications: Theory and Applications for Narrowband and Broadband Communications over Power Lines. John Wiley & Sons, 2010.
6. A. F. Molisch, Wireless Communications. IEEE Press/Wiley, 2005.
7. M. Zimmermann and K. Dostert, "An analysis of the broadband noise scenario in powerline networks," 2000 International Symposium on Powerline Communications and its Applications.
8. D. Fertonani and G. Colavolpe, "On reliable communications over channels impaired by bursty impulse noise," IEEE Trans. Commun., vol. 57, no. 7, pp. 2024-2030, July 2009.
9. J. Lin, M. Nassar, and B. L. Evans, "Impulsive noise mitigation in powerline communications using sparse Bayesian learning," IEEE J. Sel. Areas Commun., vol. 31, no. 7, pp. 1172-1183, Jul. 2013.
10. A. Al-Dweik, A. Hazmi, B. Sharif, and C. Tsimenidis, "Efficient interleaving technique for OFDM system over impulsive noise channels," in Proc. 2010 IEEE Int. Symp. Pers. Indoor and Mobile Radio Comm.
11. J. M. Cioffi, "Advanced digital communication," class reader EE379C, Stanford University. Available: http://www.stanford.edu/class/ee379c/
12. K. Gulati, B. Evans, J. Andrews, and K. Tinsley, "Statistics of co-channel interference in a field of Poisson and Poisson-Poisson clustered interferers," IEEE Trans. Signal Process., vol. 58, no. 12, pp. 6207-6222, 2010.
13. D. Middleton, "Non-Gaussian noise models in signal processing for telecommunications: new methods and results for Class A and Class B noise models," IEEE Trans. Inf. Theory, vol. 45, no. 4, pp. 1129-1149, 1999.
14. G. Tsihrintzis and C. Nikias, "Fast estimation of the parameters of alpha-stable impulsive interference," IEEE Trans. Signal Process., vol. 44, no. 6, pp. 1492-1503, 1996. (Pubitemid 126777965)
15. D. Gianfelici, L. Franchina, and S. A. Kosmopoulos, "Symbol-to- symbol performance evaluation of densely populated asynchronous DS-CDMA in Gaussian and impulsive noise environments: a FourierBessel series approach," IEEE Trans. on Comm., vol. 46, no. 7, pp. 866-869, Jul. 1998. (Pubitemid 128739437)
16. M. Ghosh, "Analysis of the effect of impulse noise on multicarrier and single carrier QAM systems," IEEE Trans. Commun., vol. 44, no. 2, pp. 145-147, Feb. 1996.
17. H. Dai and H. V. Poor, "Crosstalk mitigation in DMT VDSL with impulse noise," IEEE Trans. Circuits and Systems I: Fundamental Theory and Applications, vol. 48, no. 10, pp. 1205-1213, Oct. 2001. (Pubitemid 33048076)
18. J. Rinne and A. Hazmi, "Impulse burst position detection and channel estimation schemes for OFDM systems," IEEE Trans. Consum. Electron., vol. 49, no. 3, 2003.
19. H. Matsuo, D. Umehara, M. Kawai, and Y. Morihim, "An iterative detection scheme for OFDM over impulsive noise channels," 2002 Int. Symp. on Powerline Communications.
20. S. V. Zhidkov, "Performance analysis and optimization of OFDM receiver with blanking nonlinearity in impulsive noise environment," IEEE Trans. Veh. Technol., vol. 55, no. 1, pp. 234-242, 2006. (Pubitemid 43204809)
21. W. Yu, D. Toumpakaris, J. M. Cioffi, D. Gardan, and F. Gauthier, "Performance of asymmetric digital subscriber lines in an impulse noise environment," IEEE Trans. Commun., vol. 51, no. 10, Oct. 2003.
22. V. Mitlin, Performance Optimization of Digital Communications Systems. Auerbach Publications, 2006.
23. R. Boden, "Real-time ARQ protocol for improved impulsive noise robustness of ADSL systems," Next Generation Internet Networks, pp. 40-47, Jun. 2007. (Pubitemid 47439968)
24. "ITU-T Recommendation G.998.4: Improved impulse noise protection for DSL transceivers," ITU, Geneva, 2010.
25. F. Abdelkefi, P. Duhamel, and F. Alberge, "Impulsive noise cancellation in multicarrier transmission," IEEE Trans. Commun. vol. 53, no. 1, Jan. 2005.
26. F. Abdelkefi, P. Duhamel, and F. Alberge, "A Necessary condition on the location of pilot tones for maximizing the correction capacity in OFDM systems," IEEE Trans. Commun. vol. 55, no. 2, Feb. 2007.
27. Y. Li "Pilot-symbol-aided channel estimation for OFDM in wireless systems," IEEE Trans. Veh. Technol. vol. 49, no. 4, pp. 1207-1215, 2000.
28. T. Y. Al-Naffouri, A. Bahai, and A. Paulraj. "Semi-blind channel identification and equalization in OFDM: an expectation-maximization approach," in 2002 IEEE Vehicular Technology Conf.-Fall.
29. T. Richardson and R. Urbanke, Modern Coding Theory. Cambridge University Press, 2008.
30. G. Caire, T. Y. Al-Naffouri, and A. Narayanan, "Impulse noise cancellation in OFDM: an application of compressed sensing," 2008 IEEE Int. Symp. on Inform. Theory.
31. T. Y. Al-Naffouri, A. A. Quadeer, H. Hmida, and F. F. Al-Shaalan, "Impulsive noise estimation and cancellation in DSL using compressive sensing," 2011 IEEE Int. Symp. Circuits and Systems.
32. M. Gast, 802.11 ac: A Survival Guide. O'Reilly Media, Inc., 2013.
33. T. M. Cover and J. A. Thomas, Elements of Information Theory. Wiley, 1991.
34. S. Panigrahi, Advanced Resource Allocation for Multicarrier DSL Systems: Power, Modulation & Coding Allocation Mechanisms for Multiuser & Multicarrier Systems with Objective of Maximizing Capacity or Error Robustness. VDM Verlag, 2008.
35. E. Candes and M. Wakin, "An introduction to compressive sampling," IEEE Signal Process. Mag., vol. 25, no. 2, Mar. 2008.
36. L. Lampe, "Bursty impulsive noise detection by compressed sensing," 2011 IEEE International Symposium on Power Line Communications and Its Applications.
37. X. Tan and J. Li, "Computationally efficient sparse Bayesian learning via belief propagation," IEEE Trans. Signal Process., vol. 58, no. 4, pp. 2010-2021, 2010.
38. S. Ji, Y. Xue, and L. Carin, "Bayesian compressive sensing," IEEE Trans. Signal Process., vol. 56, no. 6, pp. 2346-2356, Jun. 2008. (Pubitemid 351795888)
39. M. Masood and T. Y. Al-Naffouri, "Sparse reconstruction using distribution agnostic Bayesian matching pursuit," IEEE Trans. Signal Process., vol. 61, no. 21, pp. 5298-5309, 2013.
40. Y. C. Pati, R. Rezaifar, and P. S. Krishnaprasad, "Orthogonal matching pursuit: recursive function approximation with applications to wavelet decomposition," 1993 Asilomar Conf. on Signals, Systems and Comput. (software available: http://www.personal.soton.ac.uk/tb1m08/sparsify/sparsify. html.)
41. J. Tropp and A. Gilbert, "Signal recovery from random measurements via orthogonal matching pursuit," IEEE Trans. Inf. Theory, vol. 53, pp. 4655-4666, 2007.
42. P. Schniter, L. C. Potter, and J. Ziniel, "Fast Bayesian matching pursuit," in Proc. 2008 Inform. Theory and Appl. Workshop, pp. 326-333 (software available: http://www2.ece.ohio-state.edu/zinielj/fbmp/download.html.)
43. E. Candes, J. Romberg and T. Tao, "Stable signal recovery from incomplete and inaccurate measurements," Comm. Pure Appl. Math, vol. 59, no. 8, pp. 1207-1223, Aug. 2006. (Pubitemid 43988295)
44. E. Candes and T. Tao, "The Dantzig selector: statistical estimation when p is much larger than n," Annals of Statistics, vol. 35, no. 6, 2313-2351, 2007.
45. J. Tropp, "Just relax: convex programming methods for identifying sparse signals in noise," IEEE Trans. Inf. Theory, vol. 52, no. 3, pp. 1030-1051, 2006. (Pubitemid 46444890)
46. R. Tibshirani, "Regression shrinkage and selection via the Lasso," J. R. Statist. Soc. Series B, vol. 58, no. 1, pp. 267-288, 1996.
47. E. J. Candes and T. Tao. "Near-optimal signal recovery from random projections: universal encoding strategies?" IEEE Trans. Inf. Theory, vol. 52, pp. 5406-5425, Dec. 2006. (Pubitemid 46445381)
48. E. J. Candes and P. Randall, "Highly robust error correction by convex programming," IEEE Trans. Inf. Theory, vol. 54, no. 7, pp. 2829-2840, Jun. 2008.
49. M. Sousa Lobo, L. Vandenberghe, S. Boyd, and H. Lebret, "Applications of second order cone programming," unpublished. Available: http://www.stanford.edu/boyd/papers/socp.html
50. A. Lapidoth, "Nearest neighbor decoding for additive non-Gaussian channels," IEEE Trans. Inf. Theory, vol. 42, no. 5, pp. 1520-1529, Sep. 1996. (Pubitemid 126768901)
51. S. Boyd and L. Vandenberghe, Convex Optimization. Cambridge University Press, 2004.