Novel Index Modulation Techniques: A Survey

In fifth generation wireless networks, the escalating teletraffic and energy consumption has necessitated the development of green communication techniques in order to further enhance both the system’s spectral efficiency and energy efficiency. In the past few years, the novel index modulation (IM) has emerged as a promising technology that is widely employed in wireless communications. In this paper, we present a survey on IM in order to provide the readers with a better understanding of its principles, advantages, and potential applications. We start with a comprehensive literature review, where the concept of IM is introduced, and various existing IM schemes are classified according to their signal domains, including the frequency domain, spatial domain, time domain and channel domain. Then the principles of different IM-aided systems are detailed, where the transceiver design is illustrated, followed by descriptions of typical systems and corresponding performance evaluation. A range of challenges and open issues on IM are discussed before we conclude this survey.

[1]  Xiang Cheng,et al.  Optimizing the energy efficiency of OFDM with index modulation , 2014, 2014 IEEE International Conference on Communication Systems.

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

[3]  Rodrigo C. de Lamare,et al.  Multiple Feedback Successive Interference Cancellation Detection for Multiuser MIMO Systems , 2011, IEEE Transactions on Wireless Communications.

[4]  Robert J. Baxley,et al.  Nonlinear distortion mitigation in visible light communications , 2015, IEEE Wireless Communications.

[5]  Douglas L. Jones,et al.  PAR reduction in OFDM via active constellation extension , 2003, IEEE Trans. Broadcast..

[6]  Harald Haas,et al.  Index Modulation Techniques for Next-Generation Wireless Networks , 2017, IEEE Access.

[7]  Shinya Sugiura,et al.  Dual-Mode Time-Domain Index Modulation for Nyquist-Criterion and Faster-Than-Nyquist Single-Carrier Transmissions , 2017, IEEE Access.

[8]  Miaowen Wen,et al.  Enhanced Orthogonal Frequency Division Multiplexing With Index Modulation , 2017, IEEE Transactions on Wireless Communications.

[9]  Jean Armstrong,et al.  Power efficient optical OFDM , 2006 .

[10]  S. Randel,et al.  PAM-DMT for Intensity-Modulated and Direct-Detection Optical Communication Systems , 2009, IEEE Photonics Technology Letters.

[11]  Xiang Cheng,et al.  Differential Spatial Modulation , 2015, IEEE Transactions on Vehicular Technology.

[12]  Lajos Hanzo,et al.  Aperture Selection for ACO-OFDM in Free-Space Optical Turbulence Channel , 2016, IEEE Transactions on Vehicular Technology.

[13]  Ertugrul Basar,et al.  Quadrature Channel Modulation , 2017, IEEE Wireless Communications Letters.

[14]  Harald Haas,et al.  A Virtual MIMO Dual-Hop Architecture Based on Hybrid Spatial Modulation , 2014, IEEE Transactions on Communications.

[15]  Lajos Hanzo,et al.  Space-Time Shift Keying: A Unified MIMO Architecture , 2010, 2010 IEEE Global Telecommunications Conference GLOBECOM 2010.

[16]  Erdal Arikan,et al.  Channel Polarization: A Method for Constructing Capacity-Achieving Codes for Symmetric Binary-Input Memoryless Channels , 2008, IEEE Transactions on Information Theory.

[17]  Shinya Sugiura,et al.  State-of-the-Art Design of Index Modulation in the Space, Time, and Frequency Domains: Benefits and Fundamental Limitations , 2017, IEEE Access.

[18]  Biswanath Mukherjee,et al.  A Survey on OFDM-Based Elastic Core Optical Networking , 2013, IEEE Communications Surveys & Tutorials.

[19]  Yu Gong,et al.  Digital Predistorter Design Using B-Spline Neural Network and Inverse of De Boor Algorithm , 2013, IEEE Transactions on Circuits and Systems I: Regular Papers.

[20]  Lajos Hanzo,et al.  Coherent and Differential Space-Time Shift Keying: A Dispersion Matrix Approach , 2010, IEEE Transactions on Communications.

[21]  Tianqi Mao,et al.  Optical dual-mode index modulation aided OFDM for visible light communications , 2017 .

[22]  Lajos Hanzo,et al.  Space-Time-Frequency Shift Keying for Dispersive Channels , 2011, IEEE Signal Processing Letters.

[23]  Ananthanarayanan Chockalingam,et al.  Space-Time Index Modulation , 2016, 2017 IEEE Wireless Communications and Networking Conference (WCNC).

[24]  Youngwook Ko,et al.  A Tight Upper Bound on Bit Error Rate of Joint OFDM and Multi-Carrier Index Keying , 2014, IEEE Communications Letters.

[25]  Lajos Hanzo,et al.  Generalized Space-Time Shift Keying Designed for Flexible Diversity-, Multiplexing- and Complexity-Tradeoffs , 2011, IEEE Transactions on Wireless Communications.

[26]  Harald Haas,et al.  Generalised spatial modulation , 2010, 2010 Conference Record of the Forty Fourth Asilomar Conference on Signals, Systems and Computers.

[27]  Ananthanarayanan Chockalingam,et al.  Time-Indexed Media-Based Modulation , 2017, 2017 IEEE 85th Vehicular Technology Conference (VTC Spring).

[28]  D.J. Goodman,et al.  Single carrier FDMA for uplink wireless transmission , 2006, IEEE Vehicular Technology Magazine.

[29]  A. Chockalingam,et al.  A Low-Complexity Maximum-Likelihood Detector for Differential Media-Based Modulation , 2017, IEEE Communications Letters.

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

[31]  Xiang Cheng,et al.  Generalized Precoding-Aided Quadrature Spatial Modulation , 2017, IEEE Transactions on Vehicular Technology.

[32]  Xiang Cheng,et al.  Index modulated OFDM with interleaved grouping for V2X communications , 2016, 17th International IEEE Conference on Intelligent Transportation Systems (ITSC).

[33]  Ananthanarayanan Chockalingam,et al.  Coded Index Modulation for Non-DC-Biased OFDM in Multiple LED Visible Light Communication , 2016, 2016 IEEE 83rd Vehicular Technology Conference (VTC Spring).

[34]  Yue Xiao,et al.  OFDM With Interleaved Subcarrier-Index Modulation , 2014, IEEE Communications Letters.

[35]  Sheng Chen,et al.  Single-Carrier Frequency-Domain Equalization With Hybrid Decision Feedback Equalizer for Hammerstein Channels Containing Nonlinear Transmit Amplifier , 2017, IEEE Transactions on Wireless Communications.

[36]  Xiang Cheng,et al.  Index modulated OFDM with ICI self-cancellation in underwater acoustic communications , 2014, 2014 48th Asilomar Conference on Signals, Systems and Computers.

[37]  Timothy A. Thomas,et al.  LTE-advanced: next-generation wireless broadband technology [Invited Paper] , 2010, IEEE Wireless Communications.

[38]  David Falconer,et al.  Frequency domain equalization for single-carrier broadband wireless systems , 2002, IEEE Commun. Mag..

[39]  Ming Jiang,et al.  Joint Colour-and-Spatial Modulation Aided Visible Light Communication System , 2016, 2016 IEEE 83rd Vehicular Technology Conference (VTC Spring).

[40]  B. Sundar Rajan,et al.  Index Coded PSK Modulation for Prioritized Receivers , 2017, IEEE Transactions on Vehicular Technology.

[41]  Amir K. Khandani,et al.  Media-based MIMO: Outperforming known limits in wireless , 2016, 2016 IEEE International Conference on Communications (ICC).

[42]  Xiang Cheng,et al.  Index modulated OFDM for underwater acoustic communications , 2016, IEEE Communications Magazine.

[43]  Lajos Hanzo,et al.  Enhancing the decoding performance of optical wireless communication systems using receiver-side predistortion. , 2013, Optics express.

[44]  Lutz H.-J. Lampe,et al.  Multiple-symbol differential sphere decoding , 2005, IEEE Transactions on Communications.

[45]  Manish Mandloi,et al.  Improved multiple feedback successive interference cancellation algorithms for near-optimal MIMO detection , 2017, IET Commun..

[46]  Hikmet Sari,et al.  Frequency-domain equalization of mobile radio and terrestrial broadcast channels , 1994, 1994 IEEE GLOBECOM. Communications: The Global Bridge.

[47]  Chulong Liang,et al.  Two-Layer Coded Spatial Modulation With Block Markov Superposition Transmission , 2016, IEEE Transactions on Communications.

[48]  G. Lee,et al.  Optical Pulse Position Modulation with Multiple Positions per Pulsewidth , 1977, IEEE Trans. Commun..

[49]  Ananthanarayanan Chockalingam,et al.  On Media-Based Modulation Using RF Mirrors , 2016, IEEE Transactions on Vehicular Technology.

[50]  Amir K. Khandani,et al.  Media-based modulation: A new approach to wireless transmission , 2013, 2013 IEEE International Symposium on Information Theory.

[51]  Harald Haas,et al.  Spatial Modulation , 2008, IEEE Transactions on Vehicular Technology.

[52]  Siavash M. Alamouti,et al.  A simple transmit diversity technique for wireless communications , 1998, IEEE J. Sel. Areas Commun..

[53]  Raed Mesleh,et al.  Quadrature Spatial Modulation , 2015, IEEE Transactions on Vehicular Technology.

[54]  Shinya Sugiura,et al.  Faster-Than-Nyquist Signaling With Index Modulation , 2017, IEEE Wireless Communications Letters.

[55]  Minjian Zhao,et al.  Mutual information and secrecy enhancement analysis of media-based modulation , 2016, 2016 8th International Conference on Wireless Communications & Signal Processing (WCSP).

[56]  Alex J. Grant,et al.  PAM-SCFDE for Optical Wireless Communications , 2015, Journal of Lightwave Technology.

[57]  Harald Haas,et al.  Enhanced subcarrier index modulation (SIM) OFDM , 2011, 2011 IEEE GLOBECOM Workshops (GC Wkshps).

[58]  J. S. Kenney,et al.  Behavioral modeling of nonlinear RF power amplifiers considering memory effects , 2003 .

[59]  Hongjun Xu,et al.  Uncoded Space-Time Labeling Diversity—Application of Media-Based Modulation With RF Mirrors , 2018, IEEE Communications Letters.

[60]  Richard W. Hamming,et al.  Error detecting and error correcting codes , 1950 .

[61]  George K. Karagiannidis,et al.  An Improved Approximation for the Gaussian Q-Function , 2007, IEEE Communications Letters.

[62]  Alain Glavieux,et al.  Reflections on the Prize Paper : "Near optimum error-correcting coding and decoding: turbo codes" , 1998 .

[63]  Ran Gozali,et al.  Space-Time Codes for High Data Rate Wireless Communications , 2002 .

[64]  Amir K. Khandani,et al.  Media-based modulation: Converting static Rayleigh fading to AWGN , 2014, 2014 IEEE International Symposium on Information Theory.

[65]  H. Xu,et al.  Polar coded spatial modulation , 2014, IET Commun..

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

[67]  Mohammed El-Hajjar,et al.  Mm-Wave STSK-aided Single Carrier block transmission for broadband networking , 2017, 2017 IEEE Symposium on Computers and Communications (ISCC).

[68]  Lajos Hanzo,et al.  Differential Space–Time Shift Keying-Aided Successive-Relaying-Assisted Decode-and-Forward Cooperative Multiuser CDMA , 2013, IEEE Transactions on Vehicular Technology.

[69]  Johannes B. Huber,et al.  SLM peak-power reduction without explicit side information , 2001, IEEE Communications Letters.

[70]  Xiang Cheng,et al.  Index Modulation for 5G Wireless Communications , 2016 .

[71]  T. G. Hodgkinson,et al.  Coherent optical communications , 1985 .

[72]  Lie-Liang Yang,et al.  Generalised Pre-Coding Aided Spatial Modulation , 2013, IEEE Transactions on Wireless Communications.

[73]  Lajos Hanzo,et al.  Multi-Set Space-Time Shift Keying and Space- Frequency Space-Time Shift Keying for Millimeter-Wave Communications , 2017, IEEE Access.

[74]  Hikmet Sari,et al.  Transmission techniques for digital terrestrial TV broadcasting , 1995, IEEE Commun. Mag..

[75]  Sheng Chen An Efficient Predistorter Design for Compensating Nonlinear Memory High Power Amplifiers , 2011, IEEE Transactions on Broadcasting.

[76]  Yiyan Wu,et al.  COFDM: an overview , 1995, IEEE Trans. Broadcast..

[77]  Serdar Sezginer,et al.  New Signal Designs for Enhanced Spatial Modulation , 2016, IEEE Transactions on Wireless Communications.

[78]  Jun Gu,et al.  Reduction of peak-to-average power ratio of OFDM signals with companding transform , 2001 .

[79]  Erdal Panayirci,et al.  Optical OFDM with index modulation for visible light communications , 2015, 2015 4th International Workshop on Optical Wireless Communications (IWOW).

[80]  Xia Wang,et al.  Spatial modulation aided physical layer security enhancement for fading wiretap channels , 2016, 2016 8th International Conference on Wireless Communications & Signal Processing (WCSP).

[81]  Murat Uysal,et al.  Survey on Free Space Optical Communication: A Communication Theory Perspective , 2014, IEEE Communications Surveys & Tutorials.

[82]  H. Vincent Poor,et al.  Orthogonal Frequency Division Multiplexing With Index Modulation , 2012, IEEE Transactions on Signal Processing.

[83]  Lajos Hanzo,et al.  Embedded Iterative Semi-Blind Channel Estimation for Three-Stage-Concatenated MIMO-Aided QAM Turbo Transceivers , 2014, IEEE Transactions on Vehicular Technology.

[84]  Jeffrey G. Andrews,et al.  What Will 5G Be? , 2014, IEEE Journal on Selected Areas in Communications.

[85]  Xiao Ma,et al.  Coded Index Modulation with Block Markov Superposition Transmission for Highly Mobile OFDM Systems , 2016, 2016 IEEE 83rd Vehicular Technology Conference (VTC Spring).

[86]  Ertugrul Basar,et al.  Multiple-Input Multiple-Output OFDM with Index Modulation , 2015, IEEE Signal Processing Letters.

[87]  Lajos Hanzo,et al.  Unified MIMO-Multicarrier Designs: A Space–Time Shift Keying Approach , 2015, IEEE Communications Surveys & Tutorials.

[88]  Yi Hong,et al.  Flip-OFDM for Unipolar Communication Systems , 2011, IEEE Transactions on Communications.

[89]  Harald Haas,et al.  Subcarrier-index modulation OFDM , 2009, 2009 IEEE 20th International Symposium on Personal, Indoor and Mobile Radio Communications.

[90]  Jehad M. Hamamreh,et al.  OFDM-Subcarrier Index Selection for Enhancing Security and Reliability of 5G URLLC Services , 2017, IEEE Access.

[91]  Bernhard Walke,et al.  IEEE 802.11 Wireless Local Area Networks , 2006 .

[92]  Hui Zhao,et al.  Generalized Selecting Sub-carrier Modulation scheme in OFDM system , 2014, 2014 IEEE International Conference on Communications Workshops (ICC).

[93]  Harald Haas,et al.  A General Framework for Performance Analysis of Space Shift Keying (SSK) Modulation for MISO Correlated Nakagami-m Fading Channels , 2010, IEEE Transactions on Communications.

[94]  Lajos Hanzo,et al.  OFDM-Aided Differential Space–Time Shift Keying Using Iterative Soft Multiple-Symbol Differential Sphere Decoding , 2014, IEEE Transactions on Vehicular Technology.

[95]  Tianqi Mao,et al.  Zero-Padded Tri-Mode Index Modulation Aided OFDM , 2017, GLOBECOM 2017 - 2017 IEEE Global Communications Conference.

[96]  Lie-Liang Yang,et al.  Transmitter Preprocessing Aided Spatial Modulation for Multiple-Input Multiple-Output Systems , 2011, 2011 IEEE 73rd Vehicular Technology Conference (VTC Spring).

[97]  M. Chiani,et al.  Improved exponential bounds and approximation for the Q-function with application to average error probability computation , 2002, Global Telecommunications Conference, 2002. GLOBECOM '02. IEEE.

[98]  Thomas Q. Wang,et al.  Performance comparison between spatial multiplexing and spatial modulation in indoor MIMO visible light communication systems , 2016, 2016 IEEE International Conference on Communications (ICC).

[99]  Harald Haas,et al.  Transmit Precoding for Receive Spatial Modulation Using Imperfect Channel Knowledge , 2012, 2012 IEEE 75th Vehicular Technology Conference (VTC Spring).

[100]  Serdar Sezginer,et al.  Enhanced Spatial Modulation With Multiple Signal Constellations , 2015, IEEE Transactions on Communications.

[101]  Ertugrul Basar,et al.  OFDM With Index Modulation Using Coordinate Interleaving , 2015, IEEE Wireless Communications Letters.

[102]  Shinya Sugiura,et al.  Single-Carrier Frequency-Domain Equalization With Index Modulation , 2017, IEEE Communications Letters.

[103]  R. K. Jeyachitra,et al.  Power Efficient Generalized Spatial Modulation MIMO for Indoor Visible Light Communications , 2017, IEEE Photonics Technology Letters.

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

[105]  Ali Ghrayeb,et al.  Generalized space shift keying modulation for MIMO channels , 2008, 2008 IEEE 19th International Symposium on Personal, Indoor and Mobile Radio Communications.

[106]  Jing Zhang,et al.  Spectrum-efficient Index Modulation with Improved constellation Mapping , 2015, 2015 International Workshop on High Mobility Wireless Communications (HMWC).

[107]  Lajos Hanzo,et al.  Design Guidelines for Spatial Modulation , 2015, IEEE Communications Surveys & Tutorials.

[108]  Chang Wook Ahn,et al.  Spatial Modulation - A New Low Complexity Spectral Efficiency Enhancing Technique , 2006, 2006 First International Conference on Communications and Networking in China.

[109]  Xiao Ma,et al.  Block Markov Superposition Transmission with Bit-Interleaved Coded Modulation , 2014, IEEE Communications Letters.

[110]  Harald Haas,et al.  Trellis Coded Spatial Modulation , 2010, IEEE Transactions on Wireless Communications.

[111]  Lajos Hanzo,et al.  Reduced-Complexity Iterative-Detection-Aided Generalized Space-Time Shift Keying , 2012, IEEE Transactions on Vehicular Technology.

[112]  Jeffrey G. Andrews,et al.  Broadband wireless access with WiMax/802.16: current performance benchmarks and future potential , 2005, IEEE Communications Magazine.

[113]  Lajos Hanzo,et al.  Two-Tier Channel Estimation Aided Near-Capacity MIMO Transceivers Relying on Norm-Based Joint Transmit and Receive Antenna Selection , 2015, IEEE Transactions on Wireless Communications.

[114]  Lajos Hanzo,et al.  Reduced-Complexity Near-Capacity Joint Channel Estimation and Three-Stage Turbo Detection for Coherent Space-Time Shift Keying , 2013, IEEE Transactions on Communications.

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

[116]  Li Wang,et al.  Secrecy Enhancement Analysis Against Unknown Eavesdropping in Spatial Modulation , 2015, IEEE Communications Letters.

[117]  P. H. Moose,et al.  A COFDM-based radio for HDR LOS networked communications , 1999, 1999 IEEE International Conference on Communications (Cat. No. 99CH36311).

[118]  Fernando Casadevall,et al.  Versatile, Accurate, and Analytically Tractable Approximation for the Gaussian Q-Function , 2011, IEEE Transactions on Communications.

[119]  Lie-Liang Yang,et al.  Secure Spatial Modulation With a Full-Duplex Receiver , 2017, IEEE Wireless Communications Letters.

[120]  Joseph M. Kahn,et al.  Multiple-Subcarrier Modulation for Nondirected Wireless Infrared Communication , 1994, IEEE J. Sel. Areas Commun..

[121]  Norman C. Beaulieu,et al.  Prony and Polynomial Approximations for Evaluation of the Average Probability of Error Over Slow-Fading Channels , 2009, IEEE Transactions on Vehicular Technology.

[122]  Yong Liang Guan,et al.  Improved orthogonal frequency division multiplexing with generalised index modulation , 2016, IET Commun..

[123]  Dariush Divsalar,et al.  Multiple-symbol differential detection of MPSK , 1990, IEEE Trans. Commun..

[124]  Yasir Rahmatallah,et al.  Peak-To-Average Power Ratio Reduction in OFDM Systems: A Survey And Taxonomy , 2013, IEEE Communications Surveys & Tutorials.

[125]  Aydin Sezgin,et al.  LDC in MIMO Ricean Channels: Optimal Transmit Strategy With MMSE Detection , 2008, IEEE Transactions on Signal Processing.

[126]  Tianqi Mao,et al.  Generalized Dual-Mode Index Modulation Aided OFDM , 2017, IEEE Communications Letters.

[127]  Octavia A. Dobre,et al.  Cooperative DF Cognitive Radio Networks with Spatial Modulation with Channel Estimation Errors , 2017, 2017 IEEE Wireless Communications and Networking Conference (WCNC).

[128]  Hongjun Xu,et al.  Quadrature spatial media-based modulation with RF mirrors , 2017, IET Commun..

[129]  X. Li Bit-interleaved coded modulation with iterative decoding using soft feedback , 1998 .

[130]  Hideki Ochiai,et al.  On clipping for peak power reduction of OFDM signals , 2000, Globecom '00 - IEEE. Global Telecommunications Conference. Conference Record (Cat. No.00CH37137).

[131]  R. Kalbasi,et al.  Single-carrier frequency domain equalization , 2008, IEEE Signal Processing Magazine.

[132]  Ertugrul Basar,et al.  Space-Time Channel Modulation , 2017, IEEE Transactions on Vehicular Technology.

[133]  Lajos Hanzo,et al.  Survey of Large-Scale MIMO Systems , 2015, IEEE Communications Surveys & Tutorials.

[134]  Yu-Wei Su,et al.  A Comparative Study of Wireless Protocols: Bluetooth, UWB, ZigBee, and Wi-Fi , 2007, IECON 2007 - 33rd Annual Conference of the IEEE Industrial Electronics Society.

[135]  Harald Haas,et al.  Space Shift Keying (SSK) Modulation with Partial Channel State Information: Optimal Detector and Performance Analysis over Fading Channels , 2010, IEEE Transactions on Communications.

[136]  Marco Chiani,et al.  New exponential bounds and approximations for the computation of error probability in fading channels , 2003, IEEE Trans. Wirel. Commun..

[137]  Lie-Liang Yang,et al.  Compressed Sensing Improves the Performance of Subcarrier Index-Modulation-Assisted OFDM , 2016, IEEE Access.

[138]  Harald Haas,et al.  Spatial Modulation -- OFDM , 2006 .

[139]  Calin Vladeanu,et al.  Turbo trellis-coded spatial modulation , 2012, 2012 IEEE Global Communications Conference (GLOBECOM).

[140]  Rüdiger L. Urbanke,et al.  Design of capacity-approaching irregular low-density parity-check codes , 2001, IEEE Trans. Inf. Theory.

[141]  Harald Haas,et al.  Improving the performance of space shift keying (SSK) modulation via opportunistic power allocation , 2010, IEEE Communications Letters.

[142]  Santosh Nagaraj,et al.  Performance Analysis of Coded SSK Modulation on Block-Fading Channels , 2016, IEEE Transactions on Vehicular Technology.

[143]  Xuming Fang,et al.  Performance Analysis of Massive Spatial Modulation MIMO in High-Speed Railway , 2016, IEEE Transactions on Vehicular Technology.

[144]  David Gesbert,et al.  From theory to practice: an overview of MIMO space-time coded wireless systems , 2003, IEEE J. Sel. Areas Commun..

[145]  Chang Wook Ahn,et al.  On the Performance of Spatial Modulation OFDM , 2006, 2006 Fortieth Asilomar Conference on Signals, Systems and Computers.

[146]  Liu Liu,et al.  Novel reduced-complexity channel state selection algorithms for media-based modulation , 2016, 2016 IEEE 13th International Conference on Signal Processing (ICSP).

[147]  Harald Haas,et al.  Novel Unipolar Orthogonal Frequency Division Multiplexing (U-OFDM) for Optical Wireless , 2012, 2012 IEEE 75th Vehicular Technology Conference (VTC Spring).

[148]  Jinho Choi,et al.  Secure Index and Data Symbol Modulation for OFDM-IM , 2017, IEEE Access.

[149]  Lajos Hanzo,et al.  Layered Multi-Group Steered Space-Time Shift-Keying for Millimeter-Wave Communications , 2016, IEEE Access.

[150]  Yu Gong,et al.  Nonlinear Equalization of Hammerstein OFDM Systems , 2014, IEEE Transactions on Signal Processing.

[151]  Raed Mesleh,et al.  A General Framework for Performance Analysis of Space Shift Keying (SSK) Modulation in the Presence of Gaussian Imperfect Estimations , 2012, IEEE Communications Letters.

[152]  Yue Xiao,et al.  MIMO-OFDM with interleaved subcarrierindex modulation , 2014 .

[153]  Per Ola Börjesson,et al.  Simple Approximations of the Error Function Q(x) for Communications Applications , 1979, IEEE Trans. Commun..

[154]  Lajos Hanzo,et al.  Dual-Mode Index Modulation Aided OFDM , 2017, IEEE Access.

[155]  Lie-Liang Yang,et al.  LDPC-Coded Index-Modulation Aided OFDM for In-Vehicle Power Line Communications , 2016, 2016 IEEE 83rd Vehicular Technology Conference (VTC Spring).

[156]  Peter F. Driessen,et al.  On the capacity formula for multiple input-multiple output wireless channels: a geometric interpretation , 1999, 1999 IEEE International Conference on Communications (Cat. No. 99CH36311).

[157]  Ananthanarayanan Chockalingam,et al.  Generalized Spatial Modulation in Indoor Wireless Visible Light Communication , 2014, 2015 IEEE Global Communications Conference (GLOBECOM).

[158]  Joseph M. Kahn,et al.  Wireless Infrared Communications , 1994 .

[159]  Il-Min Kim,et al.  Exact and Closed-Form Error Performance Analysis for Hard MMSE-SIC Detection in MIMO Systems , 2010, IEEE Transactions on Communications.

[160]  Lajos Hanzo,et al.  A Unified MIMO Architecture Subsuming Space Shift Keying, OSTBC, BLAST and LDC , 2010, 2010 IEEE 72nd Vehicular Technology Conference - Fall.

[161]  Hassan M. El-Sallabi,et al.  Reconfigurable Antenna-Based Space-Shift Keying (SSK) for MIMO Rician Channels , 2016, IEEE Transactions on Wireless Communications.

[162]  M. D. Selvaraj,et al.  Performance Analysis of Feedback-Based Dynamic SSK-BPSK System , 2016, IEEE Wireless Communications Letters.

[163]  Meng Zhang,et al.  Multiple-Mode Orthogonal Frequency Division Multiplexing With Index Modulation , 2017, IEEE Transactions on Communications.

[164]  Abu,et al.  Generalization of Orthogonal Frequency Division Multiplexing With Index Modulation , 2016 .

[165]  Yawgeng A. Chau,et al.  Space modulation on wireless fading channels , 2001, IEEE 54th Vehicular Technology Conference. VTC Fall 2001. Proceedings (Cat. No.01CH37211).

[166]  Reinaldo A. Valenzuela,et al.  V-BLAST: an architecture for realizing very high data rates over the rich-scattering wireless channel , 1998, 1998 URSI International Symposium on Signals, Systems, and Electronics. Conference Proceedings (Cat. No.98EX167).

[167]  Asst . Prof,et al.  Space-Time Block Coded Spatial Modulation , 2012 .

[168]  V. Roman,et al.  Broadband wireless access solutions based on OFDM access in IEEE 802.16 , 2002 .

[169]  Ananthanarayanan Chockalingam,et al.  Bit Error Probability Analysis of SSK in DF Relaying with Threshold-Based Best Relay Selection and Selection Combining , 2014, IEEE Communications Letters.

[170]  Mohammed El-Hajjar,et al.  Millimeter-Wave Transmission for Small-Cell Backhaul in Dense Urban Environment: a Solution Based on MIMO-OFDM and Space-Time Shift Keying (STSK) , 2017, IEEE Access.

[171]  C. Tellambura,et al.  Adaptive PTS approach for reduction of peak-to-average power ratio of OFDM signal , 2000 .

[172]  Reinaldo A Valenzuela,et al.  Lifting the limits on high-speed wireless data access using antenna arrays , 2001, IEEE Commun. Mag..

[173]  Yi-jun Zhu,et al.  Channel-Adapted Spatial Modulation for Massive MIMO Visible Light Communications , 2016, IEEE Photonics Technology Letters.

[174]  Emre Telatar,et al.  Capacity of Multi-antenna Gaussian Channels , 1999, Eur. Trans. Telecommun..

[175]  Ali Ghrayeb,et al.  Space shift keying modulation for MIMO channels , 2009, IEEE Transactions on Wireless Communications.

[176]  Rajendran Parthiban,et al.  LED Based Indoor Visible Light Communications: State of the Art , 2015, IEEE Communications Surveys & Tutorials.