Symmetrical Z-Complementary Code Sets (SZCCSs) for Optimal Training in Generalized Spatial Modulation

This paper introduces a novel class of code sets, called "symmetrical Z-complementary code sets (SZCCSs)" , whose aperiodic auto- and cross- correlation sums exhibit zero-correlation zones (ZCZs) at both the front-end and tail-end of the entire correlation window. Three constructions of (optimal) SZCCSs based on general Boolean functions are presented. As a second major contribution, we apply SZCCSs to design optimal training sequences for broadband generalized spatial modulation (GSM) systems over frequency-selective channels. Key words: Complementary code set, channel estimation, training sequence design, generalized spatial modulation, frequency-selective channels.

[1]  James A. Davis,et al.  Peak-to-mean power control in OFDM, Golay complementary sequences and Reed-Muller codes , 1998, Proceedings. 1998 IEEE International Symposium on Information Theory (Cat. No.98CH36252).

[2]  Yong Liang Guan,et al.  New Complete Complementary Codes for Peak-to-Mean Power Control in Multi-Carrier CDMA , 2014, IEEE Transactions on Communications.

[3]  Chao-Yu Chen Complementary Sets of Non-Power-of-Two Length for Peak-to-Average Power Ratio Reduction in OFDM , 2016, IEEE Transactions on Information Theory.

[4]  Jingshown Wu,et al.  Optimal binary training sequence design for multiple-antenna systems over dispersive fading channels , 2002, IEEE Trans. Veh. Technol..

[5]  Lajos Hanzo,et al.  Single-Carrier SM-MIMO: A Promising Design for Broadband Large-Scale Antenna Systems , 2016, IEEE Communications Surveys & Tutorials.

[6]  Ertugrul Basar,et al.  Index modulation techniques for 5G wireless networks , 2016, IEEE Communications Magazine.

[7]  A. Robert Calderbank,et al.  Doppler Resilient Golay Complementary Waveforms , 2008, IEEE Transactions on Information Theory.

[8]  Shuangquan Wang,et al.  MIMO ISI Channel Estimation Using Uncorrelated Golay Complementary Sets of Polyphase Sequences , 2007, IEEE Transactions on Vehicular Technology.

[9]  Marcel J. E. Golay,et al.  Complementary series , 1961, IRE Trans. Inf. Theory.

[10]  Lajos Hanzo,et al.  Single-RF Spatial Modulation Requires Single-Carrier Transmission: Frequency-Domain Turbo Equalization for Dispersive Channels , 2015, IEEE Transactions on Vehicular Technology.

[11]  Pingzhi Fan,et al.  On optimal training sequence design for multiple-antenna systems over dispersive fading channels and its extensions , 2004, IEEE Transactions on Vehicular Technology.

[12]  Jim Esch Spatial Modulation for Generalized MIMO: Challenges, Opportunities, and Implementation , 2014, Proc. IEEE.

[13]  P. Grant,et al.  Spatial modulation for multiple-antenna wireless systems: a survey , 2011, IEEE Communications Magazine.

[14]  Predrag Spasojevic,et al.  Complementary Set Matrices Satisfying a Column Correlation Constraint , 2006, IEEE Transactions on Information Theory.

[15]  Sudhan Majhi,et al.  A Novel Class of Complete Complementary Codes and Their Applications for APU Matrices , 2018, IEEE Signal Processing Letters.

[16]  Rathinakumar Appuswamy,et al.  Complete Mutually Orthogonal Golay Complementary Sets From Reed–Muller Codes , 2008, IEEE Transactions on Information Theory.

[17]  Sudhan Majhi,et al.  A New Construction Framework for Polyphase Complete Complementary Codes With Various Lengths , 2019, IEEE Transactions on Signal Processing.

[18]  Mohamed-Slim Alouini,et al.  Signal Shaping for Generalized Spatial Modulation and Generalized Quadrature Spatial Modulation , 2019, IEEE Transactions on Wireless Communications.

[19]  C.-C. TSENG,et al.  Complementary sets of sequences , 1972, IEEE Trans. Inf. Theory.

[20]  Costas N. Georghiades,et al.  Complementary sequences for ISI channel estimation , 2001, IEEE Trans. Inf. Theory.

[21]  Ananthanarayanan Chockalingam,et al.  Generalized Spatial Modulation in Large-Scale Multiuser MIMO Systems , 2015, IEEE Transactions on Wireless Communications.

[22]  Yue Xiao,et al.  Time-Domain Turbo Equalization for Single-Carrier Generalized Spatial Modulation , 2017, IEEE Transactions on Wireless Communications.

[23]  Hsiao-Hwa Chen,et al.  Correlation and Set Size Bounds of Complementary Sequences with Low Correlation Zone , 2011, IEEE Transactions on Communications.

[24]  Kai-Uwe Schmidt,et al.  On cosets of the generalized first-order reed-muller code with low PMEPR , 2006, IEEE Transactions on Information Theory.

[25]  Zilong Liu,et al.  Cross Z-Complementary Pairs (CZCPs) for OptimalTraining in Spatial Modulation Over FrequencySelective Channels , 2020 .

[26]  Yue Xiao,et al.  Low-Complexity Signal Detection for Generalized Spatial Modulation , 2014, IEEE Communications Letters.

[27]  Rathinakumar Appuswamy,et al.  A New Framework for Constructing Mutually Orthogonal Complementary Sets and ZCZ Sequences , 2006, IEEE Transactions on Information Theory.

[28]  Hsiao-Hwa Chen,et al.  A multicarrier CDMA architecture based on orthogonal complementary codes for new generations of wideband wireless communications , 2001, IEEE Commun. Mag..

[29]  Miaowen Wen,et al.  A Survey on Spatial Modulation in Emerging Wireless Systems: Research Progresses and Applications , 2019, IEEE Journal on Selected Areas in Communications.

[30]  Chunping Hou,et al.  Generalised spatial modulation with multiple active transmit antennas , 2010, 2010 IEEE Globecom Workshops.

[31]  Kenneth G. Paterson,et al.  Generalized Reed-Muller codes and power control in OFDM modulation , 1998, IEEE Trans. Inf. Theory.

[32]  Wen-Rong Wu,et al.  Low-Complexity ML Detectors for Generalized Spatial Modulation Systems , 2015, IEEE Transactions on Communications.

[33]  Jintao Wang,et al.  Spatial Modulation for More Spatial Multiplexing: RF-Chain-Limited Generalized Spatial Modulation Aided MM-Wave MIMO With Hybrid Precoding , 2017, IEEE Transactions on Communications.

[34]  Pei Xiao,et al.  Cross Z-Complementary Pairs for Optimal Training in Spatial Modulation Over Frequency Selective Channels , 2020, IEEE Transactions on Signal Processing.

[35]  Hsiao-Hwa Chen,et al.  Fractional-Delay-Resilient Receiver Design for Interference-Free MC-CDMA Communications Based on Complete Complementary Codes , 2015, IEEE Transactions on Wireless Communications.

[36]  Ertugrul Basar,et al.  On Multiple-Input Multiple-Output OFDM with Index Modulation for Next Generation Wireless Networks , 2016, IEEE Transactions on Signal Processing.

[37]  Zhu Han,et al.  Generalized Spatial Modulation-Based Multi-User and Signal Detection Scheme for Terrestrial Return Channel With NOMA , 2018, IEEE Transactions on Broadcasting.

[38]  Jintao Wang,et al.  Generalised Spatial Modulation System with Multiple Active Transmit Antennas and Low Complexity Detection Scheme , 2012, IEEE Transactions on Wireless Communications.

[39]  Yue Xiao,et al.  Soft-Feedback Time-Domain Turbo Equalization for Single-Carrier Generalized Spatial Modulation , 2018, IEEE Transactions on Vehicular Technology.

[40]  Miaowen Wen,et al.  Multiple-Input Multiple-Output OFDM With Index Modulation: Low-Complexity Detector Design , 2017, IEEE Transactions on Signal Processing.

[41]  Chao-Yu Chen,et al.  A New Construction of Golay Complementary Sets of Non-Power-of-Two Length Based on Boolean Functions , 2017, 2017 IEEE Wireless Communications and Networking Conference (WCNC).

[42]  M. Golay Static multislit spectrometry and its application to the panoramic display of infrared spectra. , 1951, Journal of the Optical Society of America.

[43]  Sudhan Majhi,et al.  A Multiplier-Free Generator for Polyphase Complete Complementary Codes , 2018, IEEE Transactions on Signal Processing.

[44]  Christina Fragouli,et al.  Training-based channel estimation for multiple-antenna broadband transmissions , 2003, IEEE Trans. Wirel. Commun..