Performance Analysis and Optimization of DCT-Based Multicarrier System on Frequency-Selective Fading Channels

Regarded as one of the most promising transmission techniques for future wireless communications, the discrete cosine transform (DCT)-based multicarrier modulation (MCM) system employs cosine basis as orthogonal functions for real-modulated symbols multiplexing, by which the minimum orthogonal frequency spacing can be reduced by half compared with discrete Fourier transform-based one. With a time-reversed pre-filter employed at the front of the receiver, interference-free one-tap equalization is achievable for the DCT-based systems. However, due to the correlated pre-filtering operation in time domain, the signal-to-noise ratio is enhanced as a result at the output. This leads to reformulated detection criterion to compensate for such a filtering effect, rendering minimum-mean-square-error, and maximum likelihood detections applicable to the DCT-based multicarrier system. In this paper, following on the pre-filtering-based DCT-MCM model that builds in the literature work, we extend the overall system by considering both transceiver perfections and imperfections, where frequency offset, time offset, and insufficient guard sequence are included. In the presence of those imperfection errors, the DCT-MCM systems are analyzed in terms of desired signal power, inter-carrier interference, and inter-symbol interference. Thereafter, new detection algorithms based on zero forcing iterative results are proposed to mitigate the imperfection effect. Numerical results show that the theoretical analysis matches the simulation results, and the proposed iterative detection algorithms are able to improve the overall system performance significantly.

[1]  Jian Zhao,et al.  Single-Tap Equalization for Fast OFDM Signals Under Generic Linear Channels , 2014, IEEE Communications Letters.

[2]  Muhammad Ali Imran,et al.  Output SNR analysis and detection criteria for optimum DCT-based multicarrier system , 2016, 2016 International Symposium on Wireless Communication Systems (ISWCS).

[3]  Wen-Hsiung Chen,et al.  A Fast Computational Algorithm for the Discrete Cosine Transform , 1977, IEEE Trans. Commun..

[4]  Antonio M. Peinado,et al.  Diagonalizing properties of the discrete cosine transforms , 1995, IEEE Trans. Signal Process..

[5]  Feifei Gao,et al.  Doppler shift estimation for high-speed railway wireless communication systems with large-scale linear antennas , 2015, 2015 International Workshop on High Mobility Wireless Communications (HMWC).

[6]  Juquan Mao,et al.  A low complexity 256QAM soft demapper for 5G mobile system , 2016, 2016 European Conference on Networks and Communications (EuCNC).

[7]  Jian Zhao,et al.  Transmission of 4-ASK Optical Fast OFDM With Chromatic Dispersion Compensation , 2012, IEEE Photonics Technology Letters.

[8]  Tarik Taleb,et al.  Machine-type communications: current status and future perspectives toward 5G systems , 2015, IEEE Communications Magazine.

[9]  V. K. Jones,et al.  Channel estimation for wireless OFDM systems , 1998, IEEE GLOBECOM 1998 (Cat. NO. 98CH36250).

[10]  Lei Zhang,et al.  Cyclic Prefix-Based Universal Filtered Multicarrier System and Performance Analysis , 2016, IEEE Signal Processing Letters.

[11]  Hlaing Minn,et al.  Optimum DCT-based multicarrier transceivers for frequency-selective channels , 2006, IEEE Trans. Commun..

[12]  Ramjee Prasad,et al.  OFDM for Wireless Multimedia Communications , 1999 .

[13]  Paulo S. R. Diniz,et al.  DHT-Based Transceivers With Reduced Redundancy , 2012, IEEE Transactions on Signal Processing.

[14]  Paulo S. R. Diniz,et al.  Memoryless block transceivers with minimum redundancy based on Hartley transforms , 2011, Signal Process..

[15]  Marc Moonen,et al.  DCT-based channel estimation for single- and multicarrier communications , 2016, Signal Process..

[16]  Stephen A. Martucci,et al.  Symmetric convolution and the discrete sine and cosine transforms , 1993, IEEE Trans. Signal Process..

[17]  Heidi Steendam,et al.  Analysis and optimization of the performance of OFDM on frequency-selective time-selective fading channels , 1999, IEEE Trans. Commun..

[18]  Ricardo Merched On OFDM and single-carrier frequency-domain systems based on trigonometric transforms , 2006, IEEE Signal Processing Letters.

[19]  Wei-Ho Chung,et al.  An improved MMSE-based MIMO detection using low-complexity constellation search , 2010, 2010 IEEE Globecom Workshops.

[20]  Norman C. Beaulieu,et al.  A Comparison of DCT-Based OFDM and DFT-Based OFDM in Frequency Offset and Fading Channels , 2006, IEEE Transactions on Communications.

[21]  Rahim Tafazolli,et al.  FBMC System: An Insight Into Doubly Dispersive Channel Impact , 2017, IEEE Transactions on Vehicular Technology.

[22]  Izzat Darwazeh,et al.  Fast OFDM: A proposal for doubling the data rate of OFDM schemes , 2002 .

[23]  Giridhar D. Mandyam Sinusoidal transforms in OFDM systems , 2004, IEEE Transactions on Broadcasting.

[24]  Abdellatif Mtibaa,et al.  Performance analysis of ZF and MMSE equalizers for MIMO systems , 2012, 7th International Conference on Design & Technology of Integrated Systems in Nanoscale Era.

[25]  Xi Zhang,et al.  Filtered-OFDM - Enabler for Flexible Waveform in the 5th Generation Cellular Networks , 2014, 2015 IEEE Global Communications Conference (GLOBECOM).

[26]  Gerhard Fettweis,et al.  Generalized Frequency Division Multiplexing for 5th Generation Cellular Networks , 2014, IEEE Transactions on Communications.

[27]  Rahim Tafazolli,et al.  Multi-Service System: An Enabler of Flexible 5G Air Interface , 2017, IEEE Communications Magazine.

[28]  Zhongde Wang Fast algorithms for the discrete W transform and for the discrete Fourier transform , 1984 .

[29]  Rahim Tafazolli,et al.  Subband Filtered Multi-Carrier Systems for Multi-Service Wireless Communications , 2017, IEEE Transactions on Wireless Communications.

[30]  Behrouz Farhang-Boroujeny,et al.  OFDM Versus Filter Bank Multicarrier , 2011, IEEE Signal Processing Magazine.

[31]  Manuel Blanco-Velasco,et al.  On the Use of Discrete Cosine Transforms for Multicarrier Communications , 2012, IEEE Transactions on Signal Processing.