Bandwidth efficient channel estimation for full duplex communication systems

In this paper, the channel estimation problem in full duplex (FD) point-to-point wireless communication systems is investigated. Because of the existence of two interfering and communication channels, this problem is fundamentally different from the conventional channel estimation problems in half duplex (HD) communication systems. Here, we propose a blind channel estimator that simultaneously estimates the channel parameters of the FD system without requiring time division duplex. A major problem for blind estimators is the identifiability of the parameters. Therefore, thorough analysis is presented to determine the identifiable parameters in this estimation problem. It will be shown that a completely blind estimator utilizing a symmetric modulation set suffers from phase ambiguity. For this reason, only the channel magnitudes can be estimated blindly. It is further presented that if the modulation set is not centered around the origin then this phase ambiguity can be resolved.

[1]  S. Kay Fundamentals of statistical signal processing: estimation theory , 1993 .

[2]  Michael L. Honig,et al.  A message-passing approach for joint channel estimation, interference mitigation, and decoding , 2009, IEEE Transactions on Wireless Communications.

[3]  Philip Levis,et al.  Applications of self-interference cancellation in 5G and beyond , 2014, IEEE Communications Magazine.

[4]  Risto Wichman,et al.  In-Band Full-Duplex Wireless: Challenges and Opportunities , 2013, IEEE Journal on Selected Areas in Communications.

[5]  Jorma Lilleberg,et al.  Analog Baseband Cancellation for Full-Duplex: An Experiment Driven Analysis , 2013, ArXiv.

[6]  Ashutosh Sabharwal,et al.  Experiment-Driven Characterization of Full-Duplex Wireless Systems , 2011, IEEE Transactions on Wireless Communications.

[7]  Elisabeth de Carvalho,et al.  Blind and semi-blind FIR multichannel estimation: (global) identifiability conditions , 2004, IEEE Transactions on Signal Processing.

[8]  Ioannis N. Psaromiligkos,et al.  EM-Based Semi-Blind Channel Estimation in Amplify-and-Forward Two-Way Relay Networks , 2013, IEEE Wireless Communications Letters.

[9]  Sungsoo Park,et al.  Effects of Channel Estimation Error on Full-Duplex Two-Way Networks , 2013, IEEE Transactions on Vehicular Technology.

[10]  Ioannis N. Psaromiligkos,et al.  Blind Channel Estimation for Amplify-and-Forward Two-Way Relay Networks Employing $M$ -PSK Modulation , 2012, IEEE Transactions on Signal Processing.

[11]  Youxi Tang,et al.  Performance Analysis of RF Self-Interference Cancellation in Full-Duplex Wireless Communications , 2014, IEEE Wireless Communications Letters.

[12]  Melissa Duarte,et al.  Full-duplex Wireless: Design, Implementation and Characterization , 2012 .

[13]  L. Tong,et al.  Multichannel blind identification: from subspace to maximum likelihood methods , 1998, Proc. IEEE.

[14]  Jorma Lilleberg,et al.  On Rate Region Analysis Of Half- and Full-Duplex OFDM Communication Links , 2014, IEEE Journal on Selected Areas in Communications.

[15]  Ahmed M. Eltawil,et al.  Rate Gain Region and Design Tradeoffs for Full-Duplex Wireless Communications , 2013, IEEE Transactions on Wireless Communications.

[16]  E. L. Lehmann,et al.  Theory of point estimation , 1950 .

[17]  Mikko Valkama,et al.  Widely Linear Digital Self-Interference Cancellation in Direct-Conversion Full-Duplex Transceiver , 2014, IEEE Journal on Selected Areas in Communications.