MOCZ for Blind Short-Packet Communication: Basic Principles

We introduce a novel blind (noncoherent) communication scheme, called modulation on conjugate-reciprocal zeros (MOCZ), pronounced as “Moxie,” to reliably transmit sporadic short-packets over unknown wireless multipath channels. In MOCZ, the information is modulated onto the zeros of the transmitted discrete-time baseband signal’s $z-$ transform, which yields to a codebook of non-orthogonal signals. In the absence of additive noise, the zero structure of the signal is perfectly preserved at the receiver, no matter what the channel impulse response (CIR) is. Furthermore, by a proper selection of the zeros, we show that MOCZ is not only invariant to the CIR but also robust against additive noise. Starting with the maximum-likelihood estimator, we define a low complexity and reliable decoder and compare it to various state-of-the-art noncoherent multipath schemes, such as OFDM index-modulation (IM), OFDM pilot-aided, OFDM differential-modulation, and pulse-position-modulation. Our scheme outperforms all schemes and maintains its performance even if the length becomes shorter than the CIR.

[1]  Jinho Choi,et al.  Noncoherent OFDM-IM and Its Performance Analysis , 2018, IEEE Transactions on Wireless Communications.

[2]  Hamid Jafarkhani,et al.  On the Minimum Average Distortion of Quantizers With Index-Dependent Distortion Measures , 2017, IEEE Transactions on Signal Processing.

[3]  Upamanyu Madhow Fundamentals of Digital Communication: References , 2008 .

[4]  Babak Hassibi,et al.  Constrained blind deconvolution using Wirtinger flow methods , 2017, 2017 International Conference on Sampling Theory and Applications (SampTA).

[5]  Martin Haardt,et al.  Low-Complexity and Energy Efficient Non-Coherent Receivers for UWB Communications , 2007, 2007 IEEE 18th International Symposium on Personal, Indoor and Mobile Radio Communications.

[6]  Igor E. Pritsker,et al.  Zeros of polynomials with random coefficients , 2015, J. Approx. Theory.

[7]  Anna Scaglione,et al.  AMOUR-generalized multicarrier transceivers for blind CDMA regardless of multipath , 2000, IEEE Trans. Commun..

[8]  Xiang Cheng,et al.  Index Modulation for 5G: Striving to Do More with Less , 2017, IEEE Wireless Communications.

[9]  H. Voelcker Toward a unified theory of modulation part I: Phase-envelope relationships , 1966 .

[10]  Thomas Kailath,et al.  Optimal training for frequency-selective fading channels , 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

[11]  Ramjee Prasad,et al.  Wideband indoor channel measurements and BER analysis of frequency selective multipath channels at 2.4, 4.75, and 11.5 GHz , 1996, IEEE Trans. Commun..

[12]  Babak Hassibi,et al.  How much training is needed in multiple-antenna wireless links? , 2003, IEEE Trans. Inf. Theory.

[13]  G. David Forney,et al.  Maximum-likelihood sequence estimation of digital sequences in the presence of intersymbol interference , 1972, IEEE Trans. Inf. Theory.

[14]  Babak Hassibi,et al.  Noncoherent Short-Packet Communication via Modulation on Conjugated Zeros , 2018, ArXiv.

[15]  Jehad M. Hamamreh,et al.  OFDM With Subcarrier Number Modulation , 2018, IEEE Wireless Communications Letters.

[16]  Lars Thiele,et al.  QuaDRiGa: A 3-D Multi-Cell Channel Model With Time Evolution for Enabling Virtual Field Trials , 2014, IEEE Transactions on Antennas and Propagation.

[17]  D. Godard,et al.  Self-Recovering Equalization and Carrier Tracking in Two-Dimensional Data Communication Systems , 1980, IEEE Trans. Commun..

[18]  T. Kailath,et al.  A least-squares approach to blind channel identification , 1995, IEEE Trans. Signal Process..

[19]  Robert W. Heath,et al.  IEEE 802.11ad-Based Radar: An Approach to Joint Vehicular Communication-Radar System , 2017, IEEE Transactions on Vehicular Technology.

[20]  A. Nikeghbali,et al.  The zeros of random polynomials cluster uniformly near the unit circle , 2004, Compositio Mathematica.

[21]  Hui Liu,et al.  Recent developments in blind channel equalization: From cyclostationarity to subspaces , 1996, Signal Process..

[22]  M. Marden Geometry of Polynomials , 1970 .

[23]  Yi Hong,et al.  Self-coherent OFDM for wireless communications , 2015, 2015 IEEE International Conference on Communications (ICC).

[24]  Babak Hassibi,et al.  Ambiguities on convolutions with applications to phase retrieval , 2016, 2016 50th Asilomar Conference on Signals, Systems and Computers.

[25]  Herbert B. Voelcker,et al.  Toward a unified theory of modulationPart II: Zero manipulation , 1966 .

[26]  Werner G. Teich,et al.  OFDM-MFSK as a Special Case of Noncoherent Communication Based on Subspaces , 2012 .

[27]  Andreas Polydoros,et al.  MLSE for an unknown channel .I. Optimality considerations , 1996, IEEE Trans. Commun..

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

[29]  Hamid Jafarkhani,et al.  Space-Time Coding - Theory and Practice , 2010 .

[30]  David Tse,et al.  Fundamentals of Wireless Communication , 2005 .

[31]  Hamid Jafarkhani,et al.  MOCZ for Blind Short-Packet Communication: Practical Aspects , 2020, IEEE Transactions on Wireless Communications.

[32]  Babak Hassibi,et al.  Short-message communication and FIR system identification using Huffman sequences , 2017, 2017 IEEE International Symposium on Information Theory (ISIT).

[33]  David L. Neuhoff,et al.  Quantization , 2022, IEEE Trans. Inf. Theory.

[34]  Guang Gong,et al.  Signal Design for Good Correlation: For Wireless Communication, Cryptography, and Radar , 2005 .

[35]  David A. Huffman,et al.  The generation of impulse-equivalent pulse trains , 1962, IRE Trans. Inf. Theory.

[36]  Hamid Jafarkhani,et al.  MOCZ for Blind Short-Packet Communication: Some Practical Aspects , 2019, ArXiv.

[37]  Richard Zippel,et al.  Effective polynomial computation , 1993, The Kluwer international series in engineering and computer science.

[38]  Rida T. Farouki,et al.  Root neighborhoods, generalized lemniscates, and robust stability of dynamic systems , 2007, Applicable Algebra in Engineering, Communication and Computing.

[39]  Holger Boche,et al.  Sparse Signal Processing Concepts for Efficient 5G System Design , 2014, IEEE Access.

[40]  Shlomo Shamai,et al.  Fading Channels: Information-Theoretic and Communication Aspects , 1998, IEEE Trans. Inf. Theory.

[41]  Babak Hassibi,et al.  Blind Deconvolution with Additional Autocorrelations via Convex Programs , 2017, ArXiv.

[42]  Urbashi Mitra,et al.  Physical Layer Secure Communications over Wireless Channels via Common Zeros , 2018, 2018 IEEE International Symposium on Information Theory (ISIT).

[43]  Yi Hong,et al.  Self-Heterodyne OFDM Transmission for Frequency Selective Channels , 2013, IEEE Transactions on Communications.

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