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Wireless channel estimation in OFDM systems based on collaborative filtering techniques


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[1] M. Zheng, Z. ZhengQuan, D. ZhiGuo, F. PingZhi, and L. HengChao, “Key Techniques for 5G Wireless Communications: Network Architecture, Physical Layer”, Science China Information Sciences vol. 58, no. 4, pp. 1–20, 2015.10.1007/s11432-015-5293-ySearch in Google Scholar

[2] S. Alam, J. W. Mark, and X. Shen, “Relay Selection Resource Allocation for Multi-User Cooperative OFDMA Networks”, IEEE Transactions on Wireless Communications vol. 12, no. 5, pp. 2193–2205, 2013.Search in Google Scholar

[3] J. G. Proakis, M. Salehi, “Digital Communications”, fifth edition, McGraw-Hill, 2008.Search in Google Scholar

[4] S. Adegbite, B. G. Stewart, and S. G. McMeekin, “Least Squares Interpolation Methods for LTE System Channel Estimation over Extended ITU Channels”, International Journal of Information Electronics Engineering vol. 3, no. 4, pp. 414–418, 2013.10.7763/IJIEE.2013.V3.347Search in Google Scholar

[5] S. Coleri, M. Ergen, A. Puri, and A. Bahai, “A Study of Channel Estimation in OFDM Systems”, Proceedings of 56th Vehicular Technology Conference, Vancouver, Canada, vol. 2, pp. 894–898, 2002.Search in Google Scholar

[6] Darshan, V. Adakane, and K. Vasudevan, “An Efficient Pilot Pattern Design for Channel Estimation in OFDM Systems”, IEEE International Conference on Signal Processing Computing Control (ISPCC), Solan, India, September 2013.10.1109/ISPCC.2013.6663417Search in Google Scholar

[7] A. Laraki, D. El Ouadghiri, and A. Jamali, “LTE Standard: Channel Estimation Algorithms from the Base Station to the Terminal”, Journal of Theoretical & Applied Information Technology vol. 68, no. 1, pp. 191–200, 2014.Search in Google Scholar

[8] Y. Acar, H. Dogan, and E. Panayirci, “Pilot Symbol Aided Channel Estimation for Spatial Modulation-OFDM Systems its Performance Analysis with Different Types of Interpolations”, Wireless Personal Communications vol. 94, no. 3, pp. 1387-1404, 2017.Search in Google Scholar

[9] P. Fertl and G. Matz, “Channel Estimation in Wireless OFDM Systems with Irregular Pilot Distribution”, IEEE Transactions on signal processing vol. 58, no. 6, pp. 3180–3194, 2010.Search in Google Scholar

[10] L. Candillier, F. Meyer, and M. Boull, “Comparing State-of-the-Art Collaborative Filtering Systems”, Proceedings of the 5th international conference on Machine Learning Data Mining in Pattern Recognition Leipzig, Germany, pp. 548–562, July 2007.10.1007/978-3-540-73499-4_41Search in Google Scholar

[11] G. Linden, B. Smith, and J. York, “Amazon.com Recommendations: Item-To-Item Collaborative Filtering”, IEEE Internet Computing vol. 7, no. 1, pp. 76-80, 2003.10.1109/MIC.2003.1167344Search in Google Scholar

[12] X. Su and T. M. Khoshgoftaar, “A Survey of Collaborative Filtering Techniques”, Advances in Artificial Intelligence vol. 2009, no, 12, 2009.Search in Google Scholar

[13] K. Fazel and S. Kaiser, “Multi-Carrier Spread Spectrum Systems: from OFDM MC-CDMA to LTE WiMAX”, Second edition, John Wiley & Sons Ltd, 2008.10.1002/9780470714249Search in Google Scholar

[14] R. Hajizadeh, K. Mohamedpor and M. R. Tarihi, “Channel Estimation in OFDM System Based on the Linear Interpolation”, Proceedings of 18th Telecommunications Forum TELFOR Belgrade, Serbia, 2010.Search in Google Scholar

[15] S. Lee, H. Hung, and J. Wen, “A New Interpolation Method for Channel Estimation of OFDM Systems”, Proceedings of TENCON IEEE Region 10 Conference, Nov-2005.10.1109/TENCON.2005.300841Search in Google Scholar

[16] R. Verma and S. Moghe, “A Survey on Pilot Symbol Assisted Channel Estimation in OFDM Systems”, International Journal of Engineering Research & Technology (IJERT) vol. 5, no. 8, pp. 316–320, 2016.10.17577/IJERTV5IS080283Search in Google Scholar

[17] P. Sure and C. M. Bhuma, “A Survey on OFDM Channel Estimation Techniques Based on Denoising Strategies”, Engineering Science Technology an International Journal vol. 20, no. 2, pp. 629–636, 2017.10.1016/j.jestch.2016.09.011Search in Google Scholar

[18] S. Coleri, M. Ergen, A. Puri, and A. Bahai, “Channel Estimation Techniques Based on Pilot Arrangement in OFDM Systems”, IEEE Transactions on broadcasting vol. 48, no. 3, pp. 223–229, 2002.10.1109/TBC.2002.804034Search in Google Scholar

[19] M. K. Ozdemir and H. Arslan, “Channel Estimation for Wireless OFDM Systems”, IEEE Communications Surveys & Tutorials vol. 9, no. 2, pp. 18–48, 2007.10.1109/COMST.2007.382406Search in Google Scholar

[20] M. Rana, J. Kim, and W. Cho, “Low Complexity Downlink Channel Estimation for LTE Systems”, Proceedings of 12th International Conference on Advanced Communication Technology (ICACT) Phoenix Park, South Korea,, pp. 1198–1202, 2010.Search in Google Scholar

[21] Y. Soo Cho, J. Kim, W. Yang and C. Kang, “MIMO-OFDM Wireless Communications with MATLAB”, John Wiley & Sons (Asia) Pte Ltd, 2010.Search in Google Scholar

[22] M. Hsieh and C. Wei, “Channel Estimation for OFDM Systems Based on Comb-Type Pilot Arrangement in Frequency Selective Fading Channels”, IEEE Transactions on Consumer Electronics vol. 44, no. 1, pp. 217–225, 1998.10.1109/30.663750Search in Google Scholar

[23] M. Henkel, C. Schilling, and W. Schroer, “Comparison of Channel Estimation Methods for Pilot Aided OFDM Systems”, Proceedings of IEEE 65th Vehicular Technology Conference (VTC) Dublin, Ireland, pp. 1440–1444, 2007.Search in Google Scholar

[24] X. Wang and K. J. R. Liu, “OFDM Channel Estimation Based on Time-Frequency Polynomial Model of Fading Multipath Channel”, Proceedings of IEEE 54th Vehicular Technology Conference (VTC) Atlantic City, USA, pp. 460-464, 2001.10.1109/VTC.2001.956641Search in Google Scholar

[25] S. G. Kang, Y. M. Ha, and E. K. Joo, “A Comparative Investigation on Channel Estimation Algorithms for OFDM in Mobile Communications”, IEEE Transactions on broadcasting vol. 49, no. 2, pp. 142–149, 2003.10.1109/TBC.2003.810263Search in Google Scholar

[26] F. Cacheda, V. Carneiro, D. Fernandez, and V. Formoso, “Comparison of Collaborative Filtering Algorithms: Limitations of Current Techniques Proposals for Scalable”, Journal Transactions on the Web (TWEB) vol 5, no, 1, 2011.10.1145/1921591.1921593Search in Google Scholar

[27] B. Sarwar, G. Karypis, J. Konstan, and J. Riedl, “Item-Based Collaborative Filtering Recommendation Algorithms”, Proceedings of the 10th international conference on World Wide Web (WWW10) Hong Kong, pp. 285–295, 2001.10.1145/371920.372071Search in Google Scholar

[28] J. S. Breese, D. Heckerman, and C. Kadie, “Empirical Analysis of Predictive Algorithms for Collaborative Filtering”, Proceedings of the 14th Conference on Uncertainty in Artificial Intelligence, Wisconsin, USA, pp. 43–52, 1998.Search in Google Scholar

[29] S. Najafi and Z. Salame, “Evaluating Prediction Accuracy for Collaborative Filtering Algorithms in Recommender Systems”, Student thesis Degree Project in Technology, Stockholm, 2016.Search in Google Scholar

[30] P. Resnick, N. Iacovou, M. Suchak, P. Bergstrom, and J. Riedl, “Grouplens: an Open Architecture for Collaborative Filtering of Netnews”, Proceedings of the ACM Conference on Computer Supported Cooperative Work, North Caroline, New York, USA, pp. 175-186, 1994.10.1145/192844.192905Search in Google Scholar

[31] T. Chai and R. R. Draxler, “Root Mean Square Error (RMSE) or Mean Absolute Error (MAE)? - Arguments Against Avoiding RMSE in the Literature”, Geoscietific Model Development vol. 7, no. 3, pp. 1247–1250, 2014.Search in Google Scholar

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