Picture of Thomas L Marzetta

Thomas L Marzetta

Murray Hill, NJ, USA

Biography

Thomas Marzetta is the originator of Massive MIMO, the most promising technology available to address the ever increasing demand for wireless throughput. He is Group Leader of Large Scale Antenna Systems at Bell Labs, Alcatel-Lucent and Co-Head of their FutureX Massive MIMO project.

Dr. Marzetta was born in Washington, D.C. He received the PhD and SB in Electrical Engineering from Massachusetts Institute of Technology in 1978 and 1972, and the MS in Systems Engineering from University of Pennsylvania in 1973. He worked for Schlumberger-Doll Research in petroleum exploration and for Nichols Research Corporation in defense before joining Bell Labs in 1995 where he served as the Director of the Communications and Statistical Sciences Department within the former Math Center.

Currently Dr. Marzetta serves as Coordinator of the GreenTouch Consortium’s Large-Scale Antenna Systems Project, and as Member of the Advisory Board of MAMMOET (Massive MIMO for Efficient Transmission), an EU-sponsored FP7 project. For his achievements in Massive MIMO he has received the 2014 GreenTouch 1000x Award, the 2013 IEEE Guglielmo Marconi Prize Paper Award, and the 2013 IEEE OnLineGreenComm Conference Best Paper Award. He was elected a Fellow of the IEEE in 2003.

Honors and Awards

2015 IEEE W. R. G. Baker Award “For his paper titled, ‘Non-cooperative Cellular Wireless with Unlimited Numbers of Base Station Antennas,” IEEE Transactions on Wireless Communications, Vol. 9, Issue 11, pp. 3590-3600, November 2010.”

2014 Bell Labs Fellow “For sustained contributions and inventions in multiple antenna wireless communications and for the original invention of and continued technical and industry leadership in Massive MIMO.”

2014 Thomas Alva Edison Patent Award in Telecommunications category for “MIMO system having a plurality of service antennas for data transmission thereof, US Patent 8,594,215”

2014 GreenTouch 1000x Award “For the Invention of the Large Scale Antenna System Concept and Sustained Leadership, Technical Excellence and Promotion of the Technology for Future Wireless Networks”

2013 IEEE Guglielmo Marconi Prize Paper Award in Wireless Communications for "Noncooperative Cellular Wireless with Unlimited Numbers of Base Station Antennas"

2013 IEEE OnLineGreenComm Conference Best Paper Award for “Total Energy Efficiency of Cellular Large Scale Antenna System Multiple Access Mobile Networks”

2003 Fellow of the IEEE “For contributions to the theory of multidimensional signal processing and multiple-antenna communications”

Professional Activities

Current Positions

Member, Advisory Board, MAMMOET (Massive MIMO for Efficient Transmission), 2014-2017

Project Coordinator, Large-Scale Antenna Systems, GreenTouch Consortium, 2010-2015

Massive MIMO Activities

Keynote Speaker, IEEE International Workshop on “Massive MIMO: From theory to practice”, GLOBECOM (Global Communications Conference Exhibition and Industry Forum), Dec 2014

Keynote Speaker, Massive MIMO Communications Symposium, GlobalSIP (IEEE Global Conference on Signal and Information Processing), Dec 2014

Invited Guest Speaker, Federal Communications Commission, “Massive MIMO: Scalability, Speed, Simplicity, Uniform Service”, Dec 2014

Panel Speaker, “MIMO 2025: A 10x or 100x Capacity Multiplier?” Marconi Society 40th Anniversary Symposium, Oct 2014

Plenary Speaker, “Massive MIMO: Simplicity, Scalability, Speed, Uniform Service”, SPAWC 2014 (IEEE International Symposium on Signal Processing Advances in Wireless Communications), June 2014

Invited Speaker, “Fundamentals of Massive MIMO”, Advanced Communication Center Annual Workshop, Tel Aviv University, Feb 2014

Session Organizer, Massive MIMO Session, UCSD Information Theory and Applications Workshop, Feb 2014

Plenary Speaker, “Large-Scale Antenna Systems: The Future of Wireless”, 2013 Asilomar Conference on Signals, Systems and Computers, Nov 2013

Lead Guest Editor, Journal of Communications and Networks Special Issue on Massive MIMO, Aug 2013

Guest Associate Editor, IEEE Journal on Selected Areas in Communications on Large-Scale Multiple Antenna Wireless Systems, Feb 2013

Session Co-Organizer, “Large-Scale MIMO Systems”, 2012 Asilomar Conference on Signals, Systems, and Computers, Nov 2012

Session Organizer, “Trends for Future Wireless Systems”, 2010 Asilomar Conference on Signals, Systems, and Computers, Nov 2010

Other Professional Activities

Licentiate Opponent, Thesis Defense of Antonios Pitarokoilis, Linköping University, Oct 2013

Member, Dissertation Defense Committee for Narayanan Krishnan, Rutgers Winlab, Sept 2013

Member, Dissertation Defense Committee for Dusan Jakovetic, Carnegie Mellon University, May 2013

Member, Mid-Term Evaluation Committee, ELLIIT (Excellence Center at Linköping-Lund in Information Technology), May 2012

Member, Technical Committee, ASAP 2007 (Adaptive Sensor Array Processing Workshop), June 2007

Opponent, Dissertation Defense for Niclas Sandgren, Uppsala University, March 2007

Member, Technical Committee, ASAP 2006 (Adaptive Sensor Array Processing Workshop), June 2006

Member, Technical Program Committee, SAM 2004 (IEEE Sensor Array and Multichannel Processing Workshop), July 2004

Member, Technical Program Committee, Communications Theory Symposium, GLOBECOM (Global Communications Conference Exhibition and Industry Forum), Dec 2003

Member, Sensor Array and Multichannel Technical Committee, IEEE Signal Processing Society, 2000-2003

Guest Associate Editor, IEEE Transactions on Information Theory Special Issue on Space-Time Transmission, Reception, Coding and Signal Design, Oct 2003

Member, Information Technology Research Small Proposals Panel, National Science Foundation, March 2003

Member, Dissertation Defense Committee for Nicolae Chiurtu, EPFL, Jan 2003

Guest Editor, IEEE Transactions on Signal Processing Special Issue on Signal Processing Techniques for Space-Time-Coded Transmissions, Oct 2002

Opponent, Dissertation Defense for Girish Ganesan, Uppsala University, Sept 2002

Member, Technical Program Committee, SAM 2002 (IEEE Sensor Array and Multichannel Processing Workshop), Aug 2002

Member, Information Technology Research Small Proposals Panel, National Science Foundation, June 2002

Member, Technical Program Committee, ISIT 2002 (IEEE International Symposium on Information Theory), June 2002

Tutorial Instructor, “Multi-Antenna Wireless Communications - From Theory to Algorithms”, ICASSP 2002 (IEEE International Conference on Acoustics, Speech, and Signal Processing), May 2002

Member, Dissertation Defense Committee for Eric G. Larsson, Uppsala University, Feb 2002

Mentor, Sonia Jain (MIT), Lucent Technologies Foundation Graduate Fellowship Research Program for Women, Summer 2001

Mentor, Nicolae Chiurtu (EPFL), Bell Laboratories Summer Intern Program, 2001

President, Dissertation Defense Jury for Céline Durand, ENST, Dec 2000

Mentor, Mahesh Godavarti (U. Michigan), Bell Laboratories Summer Intern Program, 2000

Member, Program Committee, Digital Wireless Communication Session, SPIE Aerosense Conference, April 1999

Associate Editor, IEEE Transactions on Image Processing, 1993 - 1998

Chair, Signal Processing Steering Committee, IEEE Central New England Council, 1994 - 1995, (Vice Chair, 1993 - 1994)

Associate Editor, IEEE Transactions on Acoustics, Speech, and Signal Processing, 1984 - 1986

Charter Member, Technical Committee on Multidimensional Signal Processing, IEEE Acoustics, Speech, and Signal Processing Society, 1981 - 1986

Member, Program Committee, Fourth Workshop on Multidimensional Signal Processing, IEEE Acoustics, Speech, and Signal Processing Society, 1985

Registration Chair/Treasurer, Second Workshop on Multidimensional Signal Processing, IEEE Acoustics, Speech, and Signal Processing Society, 1981


Selected Articles and Publications

Massive MIMO

H. Yang and T. L. Marzetta, “A macro cellular wireless network with uniformly high user throughputs”, IEEE Vehicular Technology Conference, Vancouver, Canada, Sept 2014.

H. Q. Ngo, E. G. Larsson, and T. L. Marzetta, “Aspects of favorable propagation in Massive MIMO”, 22nd European Signal Processing Conference, Lisbon, Portugal, Sept 2014.

F. Boccardi, R. W. Heath Jr., A. Lozano, T. L. Marzetta, and P. Popovski, “Five disruptive technology directions for 5G”, IEEE Communications Magazine, vol. 52, no. 2, pp. 74-80, Feb 2014.

E. G. Larsson, O. Edfors, F. Tufvesson, and T. L. Marzetta, "Massive MIMO for next generation wireless systems", IEEE Communications Magazine, vol. 52, no. 2, pp. 186-195, Feb 2014.

H. Yang and T. L. Marzetta, “Capacity performance of multicell large-scale antenna systems”, Proc. 51st Annual Allerton Conference on Communication, Control, and Computing, pp. 668-675, Oct 2013.

L. Li, A. Ashihkmin, and T. L. Marzetta, “Pilot contamination precoding for interference reduction in large scale antenna systems”, 51st Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, pp. 226-232, Oct 2013.

H. Q. Ngo, E. G. Larsson, and T. L. Marzetta, "Massive MU-MIMO downlink TDD systems with linear precoding and downlink pilots", 51st Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, pp. 293-298, Oct 2013.

H. Yang and T. L. Marzetta, “Total energy efficiency of cellular large scale antenna system multiple access mobile networks”, 2013 IEEE OnLineGreenComm Conference, pp. 27-32, Oct 2013.

H. Q. Ngo, E. G. Larsson, and T. L. Marzetta, "The multicell multiuser MIMO uplink with very large antenna arrays and a finite-dimensional channel", IEEE Trans. on Communications, vol. 61, no. 6, pp. 2350-2361, June 2013.

H. Yang and T. L. Marzetta, “Multicast performance of large-scale antenna systems”, IEEE Workshop on Signal Processing Advances in Wireless Communications, Darmstadt, Germany, pp. 604-608, June 2013.

H. Q. Ngo, E. G. Larsson, and T. L. Marzetta, “Energy and spectral efficiency of very large multiuser MIMO systems”, IEEE Trans. on Communications, vol. 61, no. 4, pp. 1436-1449, April 2013.

H. Yang and T. L. Marzetta, “Performance of conjugate and zero-forcing beamforming in large-scale antenna systems”, IEEE J. on Selected Areas in Communications, Special Issue on Large-Scale Multiple Antenna Wireless Systems, vol. 31, no. 2, pp. 172-179, Feb 2013.

F. Fernandes, A. Ashikhmin, and T. L. Marzetta, “Inter-cell interference in noncooperative TDD large scale antenna systems”, IEEE J. on Selected Areas in Communications, Special Issue on Large-Scale Multiple Antenna Wireless Systems, vol. 31, no. 2, pp. 192-201, Feb 2013.

F. Rusek, D. Persson, B. K. Lau, E. G. Larsson, T. L. Marzetta, O. Edfors, and F. Tufvesson, “Scaling up MIMO: Opportunities and challenges with very large arrays”, IEEE Signal Processing Magazine, vol. 30, no. 1, pp. 40-60, Jan 2013.

C. Shepard, H. Yu, N. Anand, E. Li, T. Marzetta, R. Yang, and L. Zhong, “Argos: Practical base stations with large-scale multi-user beamforming”, Proc. ACM Int. Conf. Mobile Computing and Networking (MobiCom), pp. 53-64, Aug 2012.

A. Ashikhmin and T. L. Marzetta, “Pilot contamination precoding in multi-cell large scale antenna systems”, Proc. 2012 IEEE International Information Theory Symposium, pp. 1137-1141, July 2012.

J. Jose, A. Ashikhmin, T. L. Marzetta, and S. Vishwanath, “Pilot contamination and precoding in multi-cell TDD systems”, IEEE Trans. Wireless Communications, vol. 10, no. 8, pp. 2640-2651, Aug 2011.

T. L. Marzetta, “Noncooperative cellular wireless with unlimited numbers of base station antennas”, IEEE Trans. Wireless Communications, vol. 9, no. 11, pp. 3590-3600, Nov 2010.

K. Appaiah, A. Ashikhmin, and T. L. Marzetta, “Pilot contamination reduction in multi-user TDD systems”, Proc. IEEE International Conference on Communications, pp. 1-5, May 2010.

T.L. Marzetta, “How much training is required for multiuser MIMO?", Proc. Fortieth Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, pp. 359-363, Oct 29 – Nov 1, 2006.

MIMO

A.L. Moustakas, S.H. Simon, and T.L. Marzetta, “Capacity of differential versus non-differential unitary space-time modulation for MIMO channels”, IEEE Trans. Inform. Theory, vol. 52, no. 8, pp. 3622-3634, Aug 2006.

T.L. Marzetta and B.M. Hochwald, “Fast transfer of channel state information in wireless systems”, IEEE Transactions on Signal Processing, vol. 54, no. 4, pp. 1268-1278, April 2006.

M. Godavarti, A.O. Hero III, and T.L. Marzetta, “Min-capacity of a multiple-antenna wireless channel in a static Rician fading environment”, IEEE Trans. Wireless Communications, vol. 4, no. 4, July 2005.

B.M. Hochwald, T.L. Marzetta, and V. Tarokh, “Multiple-antenna channel hardening and its implications for rate feedback and scheduling”, IEEE Trans. Inform. Theory, vol. 50, no. 9, pp. 1893-1909, Sept 2004.

M. Godavarti, T.L. Marzetta, and S. Shamai, “Capacity of a mobile multiple-antenna wireless link with isotropically random Rician fading”, IEEE Trans. Inform. Theory, vol. 49, no. 12, pp. 3330-3334, Dec 2003.

T.L. Marzetta, “Differential unitary space-frequency modulation”, Proc. 41st Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, Oct. 1-3, 2003.

R. Venkataramani and T.L. Marzetta, “Reciprocal training and scheduling protocol for MIMO systems”, Proc. 41st Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, Oct. 1-3, 2003.

T.L. Marzetta, “Fundamental limitation on the capacity of wireless links that use polarimetric antenna arrays”, Proc. 2002 IEEE Int. Symp. Information Theory, p. 51, Lausanne, Switzerland, June 30-July 5, 2002.

N. Chiurtu and T.L. Marzetta, “Random coding exponents for unitary space-time modulation”, Proc. 2002 IEEE Int. Symp. Information Theory, p. 301, Lausanne, Switzerland, June 30-July 5, 2002.

B. Hassibi and T.L. Marzetta, “Multiple-antennas and isotropically-random unitary inputs: The received signal density in closed-form”, invited paper for IEEE Trans. Inform. Theory, Special Issue on Shannon Theory: Perspective, Trends, and Applications, vol. 48, no. 6, pp. 1473-1484, June 2002.

T.L. Marzetta, B. Hassibi, and B.M. Hochwald, “Structured unitary space-time autocoding constellations”, IEEE Trans. Inform. Theory, vol. 48, no. 4, pp. 942-950, April 2002.

S. Shamai and T.L. Marzetta, “Multiuser capacity in block fading with no channel state information”, IEEE Trans. Inform. Theory, vol. 48, no. 4, pp. 938-942, April 2002.

B.M. Hochwald, T.L. Marzetta, and B. Hassibi, “Space-time autocoding”, IEEE Trans. Inform. Theory, vol. 47, no. 7, pp. 2761-2781, Nov 2001.

A.O. Hero III and T.L. Marzetta, “Cut-off rate and signal design for the quasi-static Rayleigh fading space-time channel”, IEEE Trans. Inform. Theory, vol. 47, no. 6, pp. 2400-2416, Sept 2001.

B.M. Hochwald and T.L. Marzetta, “Adapting a downlink array from uplink measurements”, IEEE Trans. Signal Processing, vol. 49, no. 3, pp. 642-653, March 2001.

B. Hochwald, T.L. Marzetta, and C.B. Papadias, “A transmitter diversity scheme for wideband CDMA systems based on space-time spreading”, IEEE J. Select. Areas Commun., vol. 19, no. 1, pp. 48-60, Jan 2001.

B.M. Hochwald, T.L. Marzetta, T.J. Richardson, W. Sweldens, and R. Urbanke, “Systematic design of unitary space-time constellations”, IEEE Trans. Inform. Theory, vol. 46, no. 6, pp. 1962-1973, Sept 2000.

B.M. Hochwald and T.L. Marzetta, “Unitary space-time modulation for multiple-antenna communications in Rayleigh flat fading”, IEEE Trans. Inform. Theory, vol. 46, no. 2, pp. 543-564, March 2000.

T.L. Marzetta, “BLAST training: Estimating channel characteristics for high-capacity space-time wireless”, Proc. 37th Annual Allerton Conf. on Communication, Control, and Computing, pp. 958-966, Monticello, IL, Sept. 22-24, 1999.

T.L. Marzetta and B.M. Hochwald, “Capacity of a mobile multiple-antenna communication link in a Rayleigh flat-fading environment”, IEEE Trans. Inform. Theory, vol. 45, no. 1, pp. 139-157, Jan 1999.

Other Telecommunications

U. Niessen and T. L. Marzetta, “Interference alignment for channel-adaptive waveform modulation”, Proc. 46th Annual Asilomar Conference on Signals, Systems, and Computers, pp. 1809-1812, Nov 2012.

T. L. Marzetta, N. Jindal, and A. Lozano, “What is the value of joint processing of pilots and data in block-fading channels?” Proc. IEEE International Symposium on Information Theory, July 2009.

A. Ashikhmin, A. J. de Lind van Wijngaarden, Z. Haibo, T. L. Marzetta, C. Qinghong, P. A. Wilford, S. R. Zhou, M. A. Zuniga, E. Zurankski, “Design and development of a terrestrial digital video broadcast demodulation core: An international collaboration effort”, Bell Labs Technical Journal, vol. 12, no. 2, pp. 97-118, Aug 2007.

A. Alexiou, D. Avidor, P. Bosch, S. Das, P. Gupta, B. Hochwald, T.E. Klein, J. Ling, A. Lozano, T.L. Marzetta, S. Mukherjee, S. Mullender, C.B. Papadias, R.A. Valenzuela, and H. Viswanathan, “Duplexing, resource allocation and inter-cell coordination: Design recommendations for next generation wireless systems”, Wireless Communications and Mobile Computing Special Issue: Emerging Multiple Access Technologies, vol. 5, no. 1, pp. 77-93, Feb 2005.

Statistical Signal Processing

T. L. Marzetta, G. H. Tucci, and S. H. Simon, “A random matrix-theoretic approach to handling singular covariance estimates”, IEEE Trans. on Information Theory, vol. 57, no. 9, pp. 6256-6271, Sept 2011.

P. Babu, P. Stoica, and T. L. Marzetta, “An IQML type algorithm for AR parameter estimation from noisy covariance sequences”, Proc. 17th European Signal Processing Conference, pp. 1022-1026, Aug 2009.

T.L. Marzetta, S.H. Simon, and H. Ren, “Capon-MVDR spectral estimation from singular data covariance matrix, with no diagonal loading”, Proc. Fourteenth Annual Workshop on Adaptive Sensor Array Processing (ASAP 2006), M.I.T. Lincoln Laboratory, June 6-7, 2006.

T.L. Marzetta and J. Salz, “Singular value decomposition of a matrix-valued impulse response”, Proc. 2005 IEEE Int. Conf. on Acoustics, Speech, and Signal Processing, Philadelphia, PA, vol. 4, pp. 913-916, March 18-23, 2005.

Y. Wang, P. Stoica, J. Li, and T.L. Marzetta, “Nonparametric spectral analysis with missing data via the EM algorithm”, Digital Signal Processing, vol. 15, no. 2, pp. 191-206, March 2005.

P. Stoica and T.L. Marzetta, “Parameter estimation problems with singular information matrices”, IEEE Trans. Signal Processing, vol. 49, no. 1, pp. 87-90, Jan 2001.

T.L. Marzetta, “Computing the Barankin bound, by solving an unconstrained quadratic optimization problem”, Proc. 1997 Int. Conf. on Acoustics, Speech, and Signal Processing, pp. 3829-3832, Munich, Germany, April 21-24, 1997.

T.L. Marzetta, “EM algorithm for estimating the parameters of a multivariate complex Rician density for polarimetric SAR”, Proc. 1995 Int. Conf. on Acoustics, Speech, and Signal Processing, pp. 3651-3654, Detroit, MI, May 8-12, 1995.

T.L. Marzetta, “A simple derivation of the constrained multiple parameter Cramér-Rao bound”, IEEE Trans. Signal Processing, vol. 41, no. 6, pp. 2247-2249, June 1993.

L.I. Perlovsky and T.L. Marzetta, “Estimating a covariance matrix from incomplete realizations of a random vector”, IEEE Trans. Signal Processing, vol. 40, no. 8, pp. 2097-2100, Aug 1992.

T.L. Marzetta and S.W. Lang, “Power spectral density bounds”, IEEE Trans. Inform. Theory, vol. 30, no. 1, pp. 117-122, Jan 1984.

T.L. Marzetta, “A new interpretation for Capon's maximum likelihood method of frequency-wavenumber spectral estimation”, IEEE Trans. Acoust., Speech, Signal Processing, vol. 31, no. 2, pp. 445-449, April 1983.

T.L. Marzetta, “The minimum energy-delay property of 2-D minimum-phase filters”, IEEE Trans. Acoust., Speech, Signal Processing, vol. 30, no. 4, pp. 658-659, Aug 1982.

T.L. Marzetta, “Additive and multiplicative minimum-phase decompositions of 2-D rational power density spectra”, IEEE Trans. Circuits and Systems, vol. 29, no. 4, pp. 207-214, April 1982.

M.P. Ekstrom and T.L. Marzetta, “Fundamentals of Multidimensional Time-Series Analysis”, Identification of Seismic Sources - Earthquake or Underground Explosion, E.S. Husebye and S. Mykkeltveit (eds.), pp. 615-647, D. Reidel: Dordrecht-Holland, 1981.

T.L. Marzetta, “Two-dimensional linear prediction: Autocorrelation arrays, minimum-phase prediction error filters, and reflection coefficient arrays”, IEEE Trans. Acoust., Speech, Signal Processing, vol. 28, no. 6, pp. 725-733, Dec 1980.

Geophysics

T.L. Marzetta, C.P. Plum, M.L. Oristaglio, T.M. Habashy, D.R. Mariani, and R.W. Gaylor, “Synthetic Aperture Radar (SAR) imaging for a borehole impulse radar”, Expanded Abstracts Society of Exploration Geophysicists Int. Exposition & 65th Annual Meeting, pp. 242-245, Houston, TX, Oct. 8-13, 1995.

T.L. Marzetta, “Inverse borehole coupling theory and its application to hydrophone vertical seismic profiling”, Expanded Abstracts Society of Exploration Geophysicists Int. Exposition & 62nd Annual Meeting, pp. 145-147, New Orleans, LA, Oct. 25-29, 1992.

A.L. Kurkjian, H. Schmidt, T.L. Marzetta, J.E. White, and C. Chouzenoux, “Numerical modeling of cross-well seismic monopole sensor data”, Expanded Abstracts Society of Exploration Geophysicists Int. Exposition & 62d Annual Meeting, pp. 141-144, New Orleans, LA, Oct. 25-29, 1992.

A.L. Kurkjian, B. de Hon, J.E. White, A.T. de Hoop, and T.L. Marzetta, “A moving point mechanism representation for low frequency monopole borehole sensors”, Proc. 1992 European Association of Exploration Geophysicists Conf., pp. 596-597, Paris, France, June 1-5, 1992.

K. Hsu, C. Esmersoy, and T.L. Marzetta, “Simultaneous phase and group slowness estimation of dispersive wavefields”, Proc. 1990 Int. Geosciences and Remote Sensing Symp., College Park, MD, May 20-24, 1990.

R. Burridge, T.L. Marzetta, and J.E. White, “Air gun and water gun signatures in a fluid-filled borehole”, Proc. 1989 European Association of Exploration Geophysicists Conf., 1989.

K. Hsu and T.L. Marzetta, “Velocity filtering of acoustic well logging waveforms”, IEEE Trans. Acoust., Speech, Signal Processing, vol. 37, no. 2, pp. 265-274, Feb 1989.

T.L. Marzetta, M. Orton, A. Krampe, L.K. Johnston, and P.C. Wuenschel, “A hydrophone vertical seismic profiling experiment”, Geophysics, vol. 53, no. 11, pp. 1437-1444, Nov 1988.

T.L. Marzetta and R. Burridge, “Transient effects at a velocity discontinuity in up/down filtering”, Proc. 1988 Int. Conf. on Acoustics, Speech, and Signal Processing, pp. 900-903, New York, NY, April 11-14, 1988.

T.L. Marzetta, R. Burridge, and D. Stickler, “One-dimensional implosions under gravity-induced hydrostatic pressure”, J. Acoust. Soc. Am., vol. 82, no. 6, pp. 2090-2101, Dec 1987.

T.L. Marzetta, T.W. Parks, and X. Chen, “FIR filters with minimum coefficient sensitivity”, Proc. 1986 Int. Conf. on Acoustics, Speech, and Signal Processing, pp. 2559-2562, Tokyo, Japan, April 7-11, 1986.

C.V. Kimball and T.L. Marzetta, “Semblance processing of borehole acoustic array data”, Geophysics, vol. 49, no. 3, pp. 274-281, March 1984.

M. Schoenberg, T.L. Marzetta, J. Aron, and R.P. Porter, “Space-time dependence of acoustic waves in a borehole”, J. Acoust. Soc. Am., vol. 70, no. 5, pp. 1496-1507, Nov 1981.

Image Analysis

T.L. Marzetta, “Reflection coefficient (Schur parameter) representation for convex compact sets in the lane”, IEEE Trans. Signal Processing, vol. 51, no. 5, pp. 1196-1210, May 2003.

T.L. Marzetta and L.A. Shepp, “A surprising Radon transform result and its application to motion detection”, IEEE Trans. Image Processing, vol. 8, no. 8, pp. 1039-1049, Aug 1999.

W.H. Schoendorf, T.L. Marzetta, L.I. Perlovsky, E.A. Martinsen, R.G. Wallace, H. Rais, and D.W. Affens, “Application of a maximum likelihood algorithm to the detection of targets in SAR images”, Proc. SPIE Signal and Data Processing of Small Targets 1994, vol. 2235, pp. 195-202, July 1994.

T.L. Marzetta, “Fan filters, the 3-D Radon transform, and image sequence analysis”, IEEE Trans. Image Processing, vol. 3, pp. 253-264, May 1994.

T.L. Marzetta, E.A. Martinsen, and C.P. Plum, “Fast pulse Doppler radar processing accounting for range bin migration”, Proc. 1993 IEEE National Radar Conf., pp. 264-268, Lynnfield, MA, April 20-22, 1993.

T.L. Marzetta, “The Cagniard-de Hoop method of integration, with applications to multidimensional filter theory”, Proc. Third IEEE Central New England Council Acoustics, Speech, and Signal Processing Mini Conf., pp. F3.1-F3.2, Weston, MA, April 19-22, 1991.

S.W. Lang and T.L. Marzetta, “Image Spectral Estimation”, Digital Image Processing Techniques, M.P. Ekstrom (ed.), pp. 227-256, Academic Press: Orlando, FL, 1984.