Signal Processing for Ultra Wideband Transceivers

In this thesis novel implementation approaches for standardized and non-standardized ultra wide-band (UWB) systems are presented. These implementation approaches include signal processing algorithms to achieve processing of UWB signals in transceiver front-ends and in digital back-ends. A parallelization of the transceiver in the frequency-domain has been achieved with hybrid filterbank transceivers. The standardized MB-OFDM signaling scheme allows parallelization in the frequency domain by distributing the orthogonal multicarrier modulation onto multiple units. Furthermore, the channel’s response to wideband signals has been parallelized in the frequency domain and the effects of the parallelization have been investigated. Slight performance decreases are observed, where the limiting effects are truncated sidelobes and filter mismatches in analog front-ends. Measures for the performance loss have been defined. For UWB signal generation, a novel broadband signal generation approach is presented. For that purpose, multiple digital-to-analog converters are used in an array to achieve flexible (adaptive) signal generation. Firstly, the converters in the array are assumed to be perfectly aligned to the clock signals, such that no mismatch spectra occur. Secondly, time offsets are introduced in the converter model and a compensation algorithm is presented. A digital predistortion of the signals, to compensate for the mismatch spectra, is presented and implemented, which achieves a reduction of the mismatch spectra by app. 20 dB. Furthermore, receiver architectures for the standardized IEEE802.15.4a signaling scheme, which is a pulse-based signaling scheme, are investigated. A comparison of three receivers in single and multi-user environments is presented. It is seen that the receiver proposed in this thesis has superior performance in the multi-user case, because it uses spreading information present in the standardized UWB signals. To reduce the distortions encountered in non-coherent receiver architectures at high data rates, a novel equalization algorithm for nonlinear receiver front-ends is presented. The nonlinear second-order equalizer can be optimized and computed according to a minimum mean squared error (MMSE) criterion. It is found that the nonlinear equalizer is a generalization of the linear equalizer equations. The solution is compared to an iterative learning algorithm (LMS), which shows asymptotic convergence to the presented solution. The presented equalizer improves the uncoded BER floor by a factor of 20.

[1]  M. Pausini Autocorrelation receivers for ultra wideband wireless communications , 2007 .

[2]  Robert D. Nowak,et al.  Volterra filter equalization: a fixed point approach , 1997, IEEE Trans. Signal Process..

[3]  Heinz Koeppl,et al.  Minimum Mean-Square Error Equalization for Second-Order Volterra Systems , 2008, IEEE Transactions on Signal Processing.

[4]  Craig K. Rushforth Transmitted-reference techniques for random or unknown channels , 1964, IEEE Trans. Inf. Theory.

[5]  Sergio Benedetto,et al.  Nonlinear Equalization of Digital Satellite Channels , 1982, IEEE J. Sel. Areas Commun..

[6]  Honggang Zhang,et al.  A statistical model for the small-scale multipath fading characteristics of ultra wideband indoor channel , 2002, 2002 IEEE Conference on Ultra Wideband Systems and Technologies (IEEE Cat. No.02EX580).

[7]  C. W. Farrow,et al.  A continuously variable digital delay element , 1988, 1988., IEEE International Symposium on Circuits and Systems.

[8]  Nelson Sollenberger,et al.  Performance and implementation of clustered‐OFDM for wireless communications , 1997, Mob. Networks Appl..

[9]  Rittwik Jana,et al.  Measurement and modeling of an ultra-wide bandwidth indoor channel , 2004, IEEE Transactions on Communications.

[10]  C. Krall,et al.  Compensation of distortions caused by periodic nonuniform holding signals , 2008, 2008 6th International Symposium on Communication Systems, Networks and Digital Signal Processing.

[11]  Alexander Graham,et al.  Kronecker Products and Matrix Calculus: With Applications , 1981 .

[12]  Moe Z. Win,et al.  The ultra-wide bandwidth indoor channel: from statistical model to simulations , 2002, IEEE J. Sel. Areas Commun..

[13]  G.B. Giannakis,et al.  Localization via ultra-wideband radios: a look at positioning aspects for future sensor networks , 2005, IEEE Signal Processing Magazine.

[14]  G. Zhou,et al.  A root method for Volterra system equalization , 1998, IEEE Signal Processing Letters.

[15]  Moe Z. Win,et al.  Analysis of UWB transmitted-reference communication systems in dense multipath channels , 2005, IEEE Journal on Selected Areas in Communications.

[16]  V. Hovinen,et al.  Ultra wideband indoor radio channel models: preliminary results , 2002, 2002 IEEE Conference on Ultra Wideband Systems and Technologies (IEEE Cat. No.02EX580).

[17]  G.R. Aiello,et al.  Design of a multiband OFDM system for realistic UWB channel environments , 2004, IEEE Transactions on Microwave Theory and Techniques.

[18]  C. Krall,et al.  Time-Interleaved Digital-to-Analog Converters for UWB Signal Generation , 2007, 2007 IEEE International Conference on Ultra-Wideband.

[19]  Pascal Pagani,et al.  Experimental assessment of the UWB channel variability in a dynamic indoor environment , 2004, 2004 IEEE 15th International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE Cat. No.04TH8754).

[20]  C. Chong,et al.  A modified S-V clustering channel model for the UWB indoor residential environment , 2005, 2005 IEEE 61st Vehicular Technology Conference.

[21]  Larry J. Greenstein,et al.  An empirically based path loss model for wireless channels in suburban environments , 1999, IEEE J. Sel. Areas Commun..

[22]  P. P. Vaidyanathan,et al.  Alias-free, real coefficient m-band QMF banks for arbitrary m , 1987 .

[23]  Mohamed Ibnkahla,et al.  Signal Processing for Mobile Communications Handbook , 2004 .

[24]  G.L. Sicuranza,et al.  Exact and pth order equalization and linearization of recursive polynomial systems , 1998, Conference Record of Thirty-Second Asilomar Conference on Signals, Systems and Computers (Cat. No.98CH36284).

[25]  F. Harris On the use of windows for harmonic analysis with the discrete Fourier transform , 1978, Proceedings of the IEEE.

[26]  W. Martin Snelgrove,et al.  Adaptive linearization of a loudspeaker , 1991, [Proceedings] ICASSP 91: 1991 International Conference on Acoustics, Speech, and Signal Processing.

[27]  R. Steele,et al.  Mobile Radio Communications , 1999 .

[28]  Georgios B. Giannakis,et al.  Cyclic prefixing or zero padding for wireless multicarrier transmissions? , 2002, IEEE Trans. Commun..

[29]  Nelson Sollenberger,et al.  Peak-to-average power ratio reduction of an OFDM signal using partial transmit sequences , 2000, IEEE Communications Letters.

[30]  Bruno O. Shubert,et al.  Random variables and stochastic processes , 1979 .

[31]  Yih-Chyun Jenq,et al.  Digital spectra of nonuniformly sampled signals: a robust sampling time offset estimation algorithm for ultra high-speed waveform digitizers using interleaving , 1990 .

[32]  Yih-Chyun Jenq,et al.  Digital-to-analog (D/A) converters with nonuniformly sampled signals , 1996 .

[33]  Moe Z. Win,et al.  Performance of RAKE reception in dense multipath channels: implications of spreading bandwidth and selection diversity order , 2000, IEEE Journal on Selected Areas in Communications.

[34]  Markus Rupp,et al.  Modelling and identification of a nonlinear power-amplifier with memory for nonlinear digital adaptive pre-distortion , 2003, 2003 4th IEEE Workshop on Signal Processing Advances in Wireless Communications - SPAWC 2003 (IEEE Cat. No.03EX689).

[35]  Martin Vetterli,et al.  Fast Fourier transforms: a tutorial review and a state of the art , 1990 .

[36]  M. Schetzen Theory of pth-order inverses of nonlinear systems , 1976 .

[37]  Rui Paulo Martins,et al.  Exact spectra analysis of sampled signals with jitter-induced nonuniformly holding effects , 2004, IEEE Transactions on Instrumentation and Measurement.

[38]  Andreas F. Molisch Wideband Wireless Digital Communications , 2000 .

[39]  Dajana Cassioli,et al.  UWB Channel Model Report , 2003 .

[40]  Andreas F. Molisch,et al.  Ultrawideband propagation channels-theory, measurement, and modeling , 2005, IEEE Transactions on Vehicular Technology.

[41]  Heinz Koeppl,et al.  An Efficient Scheme for Nonlinear Modeling and Predistortion in Mixed-Signal Systems , 2006, IEEE Transactions on Circuits and Systems II: Express Briefs.

[42]  P. Bello Characterization of Randomly Time-Variant Linear Channels , 1963 .

[43]  R. Hermann Volterra modeling of digital magnetic saturation recording channels , 1990, International Conference on Magnetics.

[44]  S. Rice Mathematical analysis of random noise , 1944 .

[45]  D. Cassioli,et al.  A time-domain propagation model of the UWB indoor channel in the FCC-compliant band 3.6 - 6 GHz based on PN-sequence channel measurements , 2004, 2004 IEEE 59th Vehicular Technology Conference. VTC 2004-Spring (IEEE Cat. No.04CH37514).

[46]  James D. Taylor Ultra-wideband Radar Technology , 2000 .

[47]  Geert Leus,et al.  Signal model and receiver algorithms for a transmit-reference ultra-wideband communication system , 2006, IEEE Journal on Selected Areas in Communications.

[48]  M. Schetzen The Volterra and Wiener Theories of Nonlinear Systems , 1980 .

[49]  K. Witrisal,et al.  Transmitted-reference UWB systems using weighted autocorrelation receivers , 2006, IEEE Transactions on Microwave Theory and Techniques.

[50]  R. Hoctor,et al.  Delay-hopped transmitted-reference RF communications , 2002, 2002 IEEE Conference on Ultra Wideband Systems and Technologies (IEEE Cat. No.02EX580).

[51]  K. Nguyen,et al.  A 113 dB SNR oversampling DAC with segmented noise-shaped scrambling , 1998, 1998 IEEE International Solid-State Circuits Conference. Digest of Technical Papers, ISSCC. First Edition (Cat. No.98CH36156).

[52]  Chia-Chin Chong,et al.  UWB indoor propagation channel measurements and data analysis in various types of high-rise apartments , 2004, IEEE 60th Vehicular Technology Conference, 2004. VTC2004-Fall. 2004.

[53]  Georgios B. Giannakis,et al.  Linear multichannel blind equalizers of nonlinear FIR Volterra channels , 1997, IEEE Trans. Signal Process..

[54]  Francis C. Moon,et al.  Chaotic and fractal dynamics , 1992 .

[55]  Helmut Bölcskei,et al.  Ultra-wideband channel modeling on the basis of information-theoretic criteria , 2007, Proceedings. International Symposium on Information Theory, 2005. ISIT 2005..

[56]  Enzo Mumolo,et al.  On the stability of discrete time recursive Volterra filters , 1999, IEEE Signal Processing Letters.

[57]  J. Keignart,et al.  Subnanosecond UWB channel sounding in frequency and temporal domain , 2002, 2002 IEEE Conference on Ultra Wideband Systems and Technologies (IEEE Cat. No.02EX580).

[58]  Ada S. Y. Poon,et al.  Indoor multiple-antenna channel characterization from 2 to 8 GHz , 2003, IEEE International Conference on Communications, 2003. ICC '03..

[59]  A.A.M. Saleh,et al.  A Statistical Model for Indoor Multipath Propagation , 1987, IEEE J. Sel. Areas Commun..

[60]  H. Hashemi,et al.  The indoor radio propagation channel , 1993, Proc. IEEE.

[61]  J.L. Garcia,et al.  New channel impulse response model for UWB indoor system simulations , 2003, The 57th IEEE Semiannual Vehicular Technology Conference, 2003. VTC 2003-Spring..

[62]  W. Ellersick,et al.  A serial-link transceiver based on 8 GSample/s A/D and D/A converters in 0.25 /spl mu/m CMOS , 2001, 2001 IEEE International Solid-State Circuits Conference. Digest of Technical Papers. ISSCC (Cat. No.01CH37177).

[63]  W. Hirt The European UWB Radio Regulatory and Standards Framework: Overview and Implications , 2007, 2007 IEEE International Conference on Ultra-Wideband.

[64]  Simon Haykin,et al.  Neural Networks: A Comprehensive Foundation , 1998 .

[65]  Sungbin Im,et al.  Adaptive equalization of nonlinear digital satellite channels using a frequency-domain Volterra filter , 1996, Proceedings of MILCOM '96 IEEE Military Communications Conference.

[66]  P. Vaidyanathan Multirate Systems And Filter Banks , 1992 .

[67]  John G. Proakis,et al.  Digital Communications , 1983 .

[68]  Christos N. Capsalis,et al.  A new theoretical model for the prediction of rapid fading variations in an indoor environment , 1997 .

[69]  W. Hirt,et al.  Robust noncoherent receiver exploiting UWB channel properties , 2004, 2004 International Workshop on Ultra Wideband Systems Joint with Conference on Ultra Wideband Systems and Technologies. Joint UWBST & IWUWBS 2004 (IEEE Cat. No.04EX812).

[70]  A. Wittneben,et al.  Modified pulse repetition coding boosting energy detector performance in low data rate systems , 2005, 2005 IEEE International Conference on Ultra-Wideband.

[71]  K. Witrisal,et al.  Multiuser interference modeling and suppression for a multichannel differential IR-UWB system , 2005, 2005 IEEE International Conference on Ultra-Wideband.

[72]  Lei Feng,et al.  An adaptive maximally decimated channelized UWB receiver with cyclic prefix , 2005, IEEE International Conference on Communications, 2005. ICC 2005. 2005.

[73]  Andreas F. Molisch,et al.  Channel models for ultrawideband personal area networks , 2003, IEEE Wireless Communications.

[74]  J. Hansen Spherical near-field antenna measurements , 1988 .

[75]  Yong Lian,et al.  Frequency-response masking approach for digital filter design: complexity reduction via masking filter factorization , 1994 .

[76]  D. Cassioli,et al.  Time domain propagation measurements of the UWB indoor channel using PN-sequence in the FCC-compliant band 3.6-6 GHz , 2005, IEEE Transactions on Antennas and Propagation.

[77]  Barry D. Van Veen,et al.  Blind equalization and identification of nonlinear and IIR systems-a least squares approach , 2000, IEEE Trans. Signal Process..

[78]  S. Weinstein,et al.  Data Transmission by Frequency-Division Multiplexing Using the Discrete Fourier Transform , 1971 .

[79]  Franco Maloberti,et al.  A multipath polyphase digital-to-analog converter for software radio transmission systems , 2000, 2000 IEEE International Symposium on Circuits and Systems. Emerging Technologies for the 21st Century. Proceedings (IEEE Cat No.00CH36353).

[80]  Lajos Hanzo,et al.  OFDM and MC-CDMA for Broadband Multi-User Communications, WLANs and Broadcasting , 2003 .

[81]  B. Sklar,et al.  Rayleigh fading channels in mobile digital communication systems Part I: Characterization , 1997, IEEE Commun. Mag..

[82]  Geert Leus,et al.  Equivalent system model and equalization of differential impulse radio UWB systems , 2005, IEEE Journal on Selected Areas in Communications.

[83]  V. J. Mathews Adaptive polynomial filters , 1991, IEEE Signal Processing Magazine.

[84]  Guerino Giancola,et al.  Understanding Ultra Wide Band Radio Fundamentals , 2004 .

[85]  Shekhar Y. Borkar,et al.  Tomorrow's analog: just dead or just different? , 2006, 2006 43rd ACM/IEEE Design Automation Conference.

[86]  G. Leus,et al.  Nonlinear equalization for frame-differential IR-UWB receivers , 2005, 2005 IEEE International Conference on Ultra-Wideband.

[87]  Christian Lüders,et al.  Theory and Applications of OFDM and CDMA: Wideband Wireless Communications , 2005 .

[88]  J. Kunisch,et al.  Measurement results and modeling aspects for the UWB radio channel , 2002, 2002 IEEE Conference on Ultra Wideband Systems and Technologies (IEEE Cat. No.02EX580).

[89]  Franco Maloberti High-speed data converters for communication systems , 2001 .

[90]  Mohamed Ibnkahla Signal Processing for Future Mobile Communications Systems: Challenges and Perspectives , 2004 .

[91]  P. Vaidyanathan Quadrature mirror filter banks, M-band extensions and perfect-reconstruction techniques , 1987, IEEE ASSP Magazine.

[92]  A. Wiesbauer,et al.  A 350MHz low-OSR /spl Delta//spl Sigma/ current-steering DAC with active termination in 0.13 /spl mu/m CMOS , 2005, ISSCC. 2005 IEEE International Digest of Technical Papers. Solid-State Circuits Conference, 2005..

[93]  Theodore S. Rappaport,et al.  Wireless communications - principles and practice , 1996 .

[94]  V. J. Mathews,et al.  Polynomial Signal Processing , 2000 .

[95]  Alan V. Oppenheim,et al.  Discrete-Time Signal Pro-cessing , 1989 .

[96]  C. Krall,et al.  Parallel OFDM Signal Generation for UWB Systems , 2006, 2006 IEEE International Conference on Ultra-Wideband.

[97]  A. Molisch,et al.  Statistical analysis of the UWB channel in an industrial environment , 2004, IEEE 60th Vehicular Technology Conference, 2004. VTC2004-Fall. 2004.

[98]  Yong Ching Lim,et al.  Frequency-response masking approach for the synthesis of sharp linear phase digital filters , 1986 .

[99]  U. Mitra,et al.  Integration interval optimization and performance analysis for UWB transmitted reference systems , 2004, 2004 International Workshop on Ultra Wideband Systems Joint with Conference on Ultra Wideband Systems and Technologies. Joint UWBST & IWUWBS 2004 (IEEE Cat. No.04EX812).

[100]  Boris Murmann Digitally Assisted Analog Circuits , 2006, IEEE Micro.

[101]  S. Haykin,et al.  Adaptive Filter Theory , 1986 .

[102]  George L. Turin,et al.  A statistical model of urban multipath propagation , 1972 .