Abstract
In this work, a low-complexity hardware-friendly discrete Fourier transform (DFT)-based channel estimator with almost no inherent “edge effect” is designed for the long-term evolution (LTE) uplink channel. Specifically, we propose to perform the border symmetric extension (BSE) operation on the border subcarriers of the channel frequency response (CFR), such that the length of the extended CFR fulfills \(2^{\lceil {{\text {log}}_2N}\rceil }\), where N denotes the non-radix-2 length of the original CFR, and \(\lceil {x}\rceil\) stands for the integer ceiling function. Based on the proposed BSE operation, the discontinuities at the CFR’s border subcarriers are significantly lessened and a better power concentration of the transform-domain channel impulse response is realized. As a result, the inherent “edge effect” caused by the virtual subcarriers in LTE systems can be substantially reduced. A further advantage of the proposed method is that the cumbersome application specific integrated circuit-based implementation of 34 different non-radix-2 length DFT/IDFT operations can be accomplished in a single structure by their fast Fourier transform and inverse fast Fourier transform counterparts. Numerical results illustrate that the proposed DFT-based channel estimator with BSE achieves significant performance gains over the conventional counterpart, despite imposing a reduced computational complexity.



Notes
In the LTE uplink, 34 different bandwidths are specified to cater to different application scenarios, where the smallest bandwidth allocation is 150 KHz occupying 12 subcarriers, while the largest bandwidth is 18 MHz using 1200 subcarriers [7].
References
Hsieh, M. H., & Wei, C. H. (1998). Channel estimation for OFDM systems based on comb-type pilot arrangement in frequency selective fading channels. IEEE Transactions on Consumer Electronics, 44(1), 217–225.
Edfors, O., Sandell, M., Beek, J. J., Wilson, S. K., & Borjesson, P. O. (1998). OFDM channel estimation by singular value decomposition. IEEE Transactions on Communications, 46(7), 931–939.
Li, Y. (2000). Pilot-symbol-aided channel estimation for OFDM in wireless systems. IEEE Transactions on Vehicular Technology, 49(4), 1207–1215.
Noh, M., Lee, Y., & Park, H. (2006). Low complexity LMMSE channel estimation for OFDM. IEEE Proceedings Communications, 153(5), 645–650.
Zhang, Q. C., Zhu, X. D., Yang, T., & Liu, J. (2013). An enhanced DFT-based channel estimator for LTE-A uplink. IEEE Transactions on Vehicular Technology, 62(9), 4690–4696.
Zhao, Y., & Huang, A. (May 1997) A novel channel estimation method for OFDM mobile communication systems based on pilot signals and transform-domain processing. In Proc. IEEE VTC, 97-spring (pp. 2089–2093).
3rd Generation Partnership Project, Technical Specification Group Radio Access Network; Evolved Universal Terrestrial Radio Access (E-UTRA); Multiplexing and channel coding, 3GPP TS. 36.212 V9.1.0 (Mar. 2010).
Edfors, O., Sandell, M., van de Beek, J.J., Wilson, S.K., & Borjesson, P.O. (2000). Analysis of DFT-based channel estimators for OFDM. Wireless Personal Communications, 12(1), 55–70.
Lin, Y. P., & Phoong, S.-M. (2005). Window designs for DFT-based multicarrier systems. IEEE Transactions on Signal Processing, 53(3), 1015–1024.
Seo, J. W., Wee, J. W., Park, Y. S., Paik, J. H., & Jeon, W. G. (May 2005). DFT-based PSA channel estimation using linear prediction for OFDM systems with virtual subcarriers. In Proc. IEEE VTC, 05-spring (pp. 510–513).
Seo, J. W., Wee, J. W., Jeon, W. G., Paik, J. H., & Kim, D. K. (Sept. 2006). Enhanced DFT-based channel estimation using virtual interpolation with guard bands prediction for OFDM. In Proc. IEEE PIMRC 06.
3rd Generation Partnership Project, Study on provision of low-cost Machine-Type Communications (MTC) User Equipments (UEs) based on LTE, 3GPP, TR. 36.888, (Aug. 2013).
Baas, B. M. (1999). A low-power, high-performance, 1024-point FFT processor. IEEE Journal of Solid-State Circuits, 34(3), 380–387.
3rd Generation Partnership Project, Technical Specification Group Radio Access Network; Evolved Universal Terrestrial Radio Access (E-UTRA); Physical channels and modulation, 3GPP TS 36.211 V8.0.0 (Sept. 2007).
3rd Generation Partnership Project, Evolved Universal Terrestrial Radio Access (E-UTRA); User Equipment (UE) Radio Transmission and Reception, 3GPP TS 36.101 V8.0.0 (Sept. 2007).
Duhamel, P., & Vetterli, M. (1990). Fast Fourier transforms: A tutorial review and a state of the art. Signal Processing, 19(4), 259–299.
Yavne, R. (1968). An economical method for calculating the discrete Fourier transform. In Proc. AFIPS fall joint computer conf. (Vol. 33, pp. 115–125).
Van Berkel, C. H. (Apr. 2009). Multi-core for mobile phones. Design, automation & test in Europe conference & exhibition. DATE’09 (pp. 1260–1265).
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Dai, X., Zhang, Z., Dai, L. et al. A Low-Complexity Hardware-Friendly DFT-Based Channel Estimator for the LTE Uplink Channel. Wireless Pers Commun 97, 4813–4825 (2017). https://doi.org/10.1007/s11277-017-4752-8
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DOI: https://doi.org/10.1007/s11277-017-4752-8