Adaptive Subcarrier Grouping for MMSE-SMI Adaptive Array Interference Suppression

Inter-user interference (IUI) suppression is a prime matter for mobile communication systems. Channel state information (CSI), meanwhile, is severely affected by the receiver additive noise effect. Sample matrix inversion (SMI) based minimum mean square error (MMSE) adaptive array is a powerful means to suppress noise enhancement with the aid of data symbols. However, its effectiveness is limited under an insufficient number of symbols available. Based on the multi-carrier transmission system, this paper proposes an adaptive subcarrier grouping to expand the number of received symbols for a covariance matrix calculation. The grouping size is adaptively adjusted by observing the dispersion of adjacent subcarriers. Simulative results reveal the effectiveness of the proposed adaptive algorithm; superior bit error rate (BER) performance can be attained under various Rician $K$ factors.

[1]  Norman C. Beaulieu,et al.  Two Useful Bounds Related to Weighted Sums of Rayleigh Random Variables with Applications to Interference Systems , 2012, IEEE Transactions on Communications.

[2]  Chih-Peng Li,et al.  PAPR Reduction in OFDM Systems Using Active Constellation Extension and Subcarrier Grouping Techniques , 2016, IEEE Communications Letters.

[3]  Fumiyuki Adachi,et al.  BER performance of OFDM-MDPSK system in frequency-selective Rician fading with diversity reception , 2000, IEEE Trans. Veh. Technol..

[4]  Iwao Sasase,et al.  Code Orthogonalizing Filter Based Adaptive Array Antenna Using Common Correlation Matrix of Time Domain Signals for Multicarrier DS/CDMA Systems , 2002, IEICE Trans. Fundam. Electron. Commun. Comput. Sci..

[5]  Satoshi Suyama,et al.  Joint Processing of Analog Fixed Beamforming and CSI-Based Precoding for Super High Bit Rate Massive MIMO Transmission Using Higher Frequency Bands , 2015, IEICE Trans. Commun..

[6]  Satoshi Nagata,et al.  Trends in small cell enhancements in LTE advanced , 2013, IEEE Communications Magazine.

[7]  Donald C. Cox,et al.  ICI mitigation for pilot-aided OFDM mobile systems , 2005, IEEE Transactions on Wireless Communications.

[8]  Chang-Jun Ahn,et al.  Uplink Interference Suppression by Semi-Blind Adaptive Array With Decision Feedback Channel Estimation on Multicell Massive MIMO Systems , 2018, IEEE Transactions on Communications.

[9]  A. Lozano,et al.  What Will 5 G Be ? , 2014 .

[10]  Khurram Muhammad,et al.  Fast Simulation of DS/CDMA With and Without Coding in Multipath Fading Channels , 1997, IEEE J. Sel. Areas Commun..

[11]  Ami Wiesel,et al.  SNR estimation in time-varying fading channels , 2006, IEEE Transactions on Communications.

[12]  Khaled Ben Letaief,et al.  Adaptive antennas at the mobile and base stations in an OFDM/TDMA system , 2001, IEEE Trans. Commun..

[13]  Chang-Jun Ahn,et al.  Adaptive Modulation and Coding Using Neural Network Based SNR Estimation , 2019, IEEE Access.

[14]  Jeffrey G. Andrews,et al.  Adaptive active constellation extension algorithm for peak-to-average ratio reduction in OFDM , 2010, IEEE Communications Letters.

[15]  Yongming Huang,et al.  Hybrid Precoding for Broadband Millimeter-Wave Communication Systems With Partial CSI , 2018, IEEE Access.

[16]  Norman C. Beaulieu,et al.  A comparison of SNR estimation techniques for the AWGN channel , 2000, IEEE Trans. Commun..

[17]  Hazem H. Refai,et al.  The History of Orthogonal Frequency Division Multiplexing , 2008, IEEE GLOBECOM 2008 - 2008 IEEE Global Telecommunications Conference.

[18]  Manish Mandloi,et al.  Error Recovery Based Low-Complexity Detection for Uplink Massive MIMO Systems , 2017, IEEE Wireless Communications Letters.

[19]  B. Welford Note on a Method for Calculating Corrected Sums of Squares and Products , 1962 .

[20]  George K. Karagiannidis,et al.  Infinite-series representations associated with the bivariate rician distribution and their applications , 2005, IEEE Transactions on Communications.

[21]  Abbas Jamalipour,et al.  Wireless communications , 2005, GLOBECOM '05. IEEE Global Telecommunications Conference, 2005..

[22]  Michail Matthaiou,et al.  Power Scaling of Uplink Massive MIMO Systems With Arbitrary-Rank Channel Means , 2014, IEEE Journal of Selected Topics in Signal Processing.

[23]  Kevin L. Baum,et al.  Adaptive antennas for OFDM , 1998, VTC '98. 48th IEEE Vehicular Technology Conference. Pathway to Global Wireless Revolution (Cat. No.98CH36151).

[24]  Keith Q. T. Zhang,et al.  Exact Expression for the Coherence Bandwidth of Rayleigh Fading Channels , 2007, IEEE Transactions on Communications.

[25]  Navrati Saxena,et al.  Next Generation 5G Wireless Networks: A Comprehensive Survey , 2016, IEEE Communications Surveys & Tutorials.

[26]  Ana I. Pérez-Neira,et al.  Modified SMI techniques for frequency selective channels in OFDM , 2002, Vehicular Technology Conference. IEEE 55th Vehicular Technology Conference. VTC Spring 2002 (Cat. No.02CH37367).

[27]  Chang-Jun Ahn,et al.  Data-aided SMI Algorithm using Common Correlation Matrix for Adaptive Array Interference Suppression , 2019, 2019 25th Asia-Pacific Conference on Communications (APCC).

[28]  L. Lorne Campbell,et al.  Mathematical problems in error calculations for interference , 1997, IEEE Trans. Commun..

[29]  Wei Hong,et al.  Digital Beamforming-Based Massive MIMO Transceiver for 5G Millimeter-Wave Communications , 2018, IEEE Transactions on Microwave Theory and Techniques.

[30]  Danilo Orlando,et al.  Estimation of Rician K-Factor in the Presence of Nakagami- $m$ Shadowing for the LoS Component , 2018, IEEE Wireless Communications Letters.

[31]  Khurram Shahzad,et al.  Covert Wireless Communications Under Quasi-Static Fading With Channel Uncertainty , 2020, IEEE Transactions on Information Forensics and Security.

[32]  Robert W. Heath,et al.  Five disruptive technology directions for 5G , 2013, IEEE Communications Magazine.

[33]  W. C. Jakes,et al.  Microwave Mobile Communications , 1974 .

[34]  Hideki Ochiai,et al.  Mutual Information and Coded BER Analysis of PAPR Reduced OFDM System with Active Constellation Extension , 2014, 2015 IEEE Global Communications Conference (GLOBECOM).