You are here

Randy Moses

  • Senior AVP, Research Administration
  • Professor, Electrical & Computer Engr.
  • 190 N Oval Mall RM 208
    Columbus, OH 43210
  • 614-292-9317

About

Education

B.S. (1979), M.S. (1980), and Ph.D. (1984) degrees in Electrical Engineering from Virginia Polytechnic Institute and State University.

Areas of interest

Parametric estimation and modeling, spectral estimation, sensor array processing, pattern recognition, automatic target recognition.

Office

708 Dreese Laboratories, fax: 614.292.7596
 

Honors

  • January, 2009

    Best Paper Award.

  • January, 2004

    Best Paper Award.

  • January, 1997

    Research Accomplishment Award.

  • January, 1997

    DARPA Award for Research Contributions to the MSTAR Program.

  • January, 1995

    Lumley Research Award.

  • January, 1992

    Honorable Mention, C. Holmes MacDonald Outstanding Teacher Award.

  • January, 1992

    Harrison Faculty Award for Excellence in Engineering Education.

  • January, 1991

    Lumley Research Award.

  • January, 1990

    Outstanding Technical Report Award.

  • January, 1984-
    January, 1985

    NATO Postdoctoral Research Fellow.

  • January, 1983-
    January, 1984

    Cunningham Dissertation Research Fellow.

  • January, 1983

    Listed in Outstanding Young Men of America.

  • January, 1982

    Cunningham Summer Dissertation Research Fellow.

  • January, 1979-
    January, 1980

    Pratt Presidential Fellow.

  • January, 1979

    Named Outstanding Senior.

Books

2005

  • P. Stoica and R. Moses. 2005. "Spectral Analysis of Signals." Prentice Hall.

1997

  • P. Stoica and R. Moses. 1997. "Introduction to Spectral Analysis." Prentice Hall.

Journal Articles

2012

  • Andersson, F.; Moses, R.; Natterer, F., 2012, "Fast fourier methods for synthetic aperture radar imaging." IEEE Transactions on Aerospace and Electronic Systems 48, no. 1, 215-229 - 215-229.

2006

  • M. Cetin, L. Chen, J. Fisher, A. Ihler, R. Moses, M. Wainwright, A. Willksy, 2006, ""Distributed Fusion in Sensor Networks: A Graphical Models Perspective"." IEEE Signal Processing Magazine 23, no. 4,

2001

  • H. Chiang*, R. Moses, and L. Potter, 2001, ""Model-Based Bayesian Feature Matching with Application to Synthetic Aperture Radar Target Recognition"." Pattern Recognition, Special Issue on Data and Information Fusion in Image Processing and Computer Vision 34, no. 8, 1539-1553 - 1539-1553.
  • Sabharwal, A.; Mitra, U.; Moses, R., 2001, "MMSE receivers for multirate DS-CDMA systems." IEEE Transactions on Communications 49, no. 12, 2184-2197 - 2184-2197.

2000

  • H. Chiang*, R. Moses, and L. Potter, 2000, ""Model-Based Classification of Radar Images"." IEEE Transactions on Information Theory, Special Issue on Information-Theoretic Imaging 46, no. 5, 1842-1854 - 1842-1854.

1997

  • L. Potter and R. Moses, 1997, ""Attributed Scattering Centers for SAR ATR"." IEEE Transactions on Image Processing (Special Issue on Automatic Target Recognition) 6, no. 1, 79-91 - 79-91.
  • M. Cedervall*, P. Stoica, and R. Moses, 1997, ""MODE-type Algorithm for Estimating Damped, Undamped or Explosive Modes"." Circuits, Systems, and Signal Processing 16, no. 3, 981-985 - 981-985.

1996

  • P. Stoica, B. Ottersten, R. Moses, and M. Viberg, 1996, ""Maximum Likelihood Array Processing for Stochastic Coherrent Sources"." IEEE Transactions on Signal Processing 44, no. 1, 96-105 - 96-105.

1995

  • I. Jouny*, F. Garber, and R. Moses, 1995, ""Radar Target Identification Using the Bispectrum"." IEEE Transactions on Aerospace and Electronic Systems 31, no. 1, 69-77 - 69-77.

1994

  • R. Moses, V. Simonyte, P. Stoica, and T. Soderstrom, 1994, ""An Efficient Linear Method for ARMA Spectral Estimation"." International Journal of Control 59, no. 2, 337-356 - 337-356.
  • Dilsavor, R.L.; Moses, R.L., 1994, "Fully polarimetric generalized likelihood ratio tests (GLRTs) for detecting scattering centers with unknown amplitude, phase, and tilt angle in terrain clutter." Proceedings of SPIE - The International Society for Optical Engineering 2234, 14-25 - 14-25.

1993

  • A. Stoica, R. Moses, and P. Stoica, 1993, ""Enforcing Positiveness on Estimated Spectral Densities"." Electronics Letters 29, no. 23, 2009-11 - 2009-11.
  • R. Dilsavor* and R. Moses, 1993, ""Analysis of Modified SMI Method for Adaptive Array Weight Control"." IEEE Transactions on Signal Processing 41, no. 2, 721-726 - 721-726.

1991

  • R. Moses and D. Liu*, 1991, ""Optimal Non-Negative Definite Approximations of Noisy Covariance Sequences"." IEEE Transactions on Signal Processing 39, no. 9, 2007-2015 - 2007-2015.

1989

  • P. Stoica, R. Moses, B. Friedlander, and T. Soderstrom, 1989, ""Maximum Likelihood Estimation of the Parameters of Multiple Sinusoids from Noisy Measurements"." IEEE Transactions on Acoustics, Speech, and Signal Processing 37, no. 3, 378-392 - 378-392.

1988

  • R. Moses and A. Beex, 1988, ""Instrumental Variable Adaptive Array Processing"." IEEE Transactions on Aerospace and Electronic Systems 24, no. 2, 192-202 - 192-202.

1986

  • R. Moses and A. Beex, 1986, ""A Comparison of Numerator Estimators for ARMA Spectra"." IEEE Transactions on Acoustics, Speech, and Signal Processing ASSP-34, no. 6, 1668-1671 - 1668-1671.

1985

  • R. Moses, J. Cadzow, and A. Beex, 1985, ""A Recursive Procedure for ARMA Modeling"." IEEE Transactions on Acoustics, Speech, and Signal Processing ASSP-33, no. 4, 1188-1196 - 1188-1196.

Papers in Proceedings

2009

  • C. Austin*, E. Ertin, J. Ash, R. Moses ""On the Relation Between Sparse Sampling and Parametric Estimation"." in IEEE 13th Digital Signal Processing Workshop. (1 2009).

2008

  • A. Fasih*, E. Ertin, J. Ash, and R. Moses ""SAR Focusing Performance for Moving Objects with Random Motion Components"." in Proc. Asilomar Conference on Signals, Systems, and Computers. (10 2008).
  • E. Ertin, R. L. Moses, and L. C. Potter ""Interferometric Methods for 3-D Target Reconstruction with Multi-Pass Circular SAR"." in 7th European Conference on Synthetic Aperture Radar (EUSAR 2008). (6 2008).
  • J. Jackson* and R. Moses ""Estimation Performance for Canonical Shape Features"." in IEEE International Geoscience and Remote Sensing Symposium. (7 2008).
  • J. A. Jackson*, B. D. Rigling, and R. L. Moses ""Parametric Scattering Models for Bistatic Synthetic Aperture Radar"." in IEEE Radar Conference. (5 2008).

2007

  • E. Ertin, R. Moses, and L. Potter ""Enhanced Imaging over Complete Circular Apertures"." in IEEE Adaptive Sensor Array Processing Workshop. (6 2007).
  • Emre Ertin; Christian D. Austin*; Samir Sharma; R. Moses; L.C. Potter ""GOTCHA experience report: three-dimensional SAR imaging with complete circular apertures"." in Algorithms for Synthetic Aperture Radar Imagery XIV, (Proc. SPIE Vol. 6568), SPIE Defense and Security Symposium. (4 2007).
  • E. Ertin, R. Moses, R. Marhefka, R. Burkholder, and J. Volakis ""Characterization of Building Interior Structure using Scattering Primitives"." in IEEE Adaptive Sensor Array Processing Workshop. (6 2007).

2006

  • R.J. Burkholder, C.P. Lim, R.J. Marhefka, R. Moses, L. Potter and J.L. Volakis ""RF Penetration in Presence of Multiple Penetrable Walls with Enclosed Objects"." in DARPA Urban Propagation Workshop. (10 2006).
  • J. Jackson* and R. Moses ""Feature extraction algorithm for 3D scene modeling and visualization using monostatic SAR"." in Algorithms for Synthetic Aperture Radar Imagery XII (Proc. SPIE vol. 6237), SPIE Defense and Security Symposium. (4 2006).

2005

  • R. Moses and L. Potter ""Noncoherent 2D and 3D SAR Reconstruction from Wide-angle Measurements"." in 13th Annual Adaptive Sensor Array Processing Workshop (ASAP 2005). (6 2005).

2004

  • J. Jackson* and R. Moses ""Mixture Density Clutter Models for VHF SAR Imagery"." in Algorithms for Synthetic Aperture Radar Imagery XI (Proc. SPIE vol. 5427), SPIE Defense and Security Symposium. (4 2004).
  • G. Titi, E. Zelnio, K. Naidu, R. Dilsavor, M. Minardi, N. Subotic, R. Moses, L. Potter, L. Lin, R. Bhalla, and J. Nehrbass ""Visual SAR Using All Degrees of Freedom"." in MSS Tri-Service Radar Symposium. (6 2004).
  • J. Wilden, J. Agniel, R. Moses and J. Ash* ""Position and Orientation for Distributed Sensors: The PODIS Network"." in MSS Symposium on Battlefield Acoustics and Seismic Sensing. (9 2004).

2003

  • G. Whipps* and R. Moses ""A Combined Order Selection and Parameter Estimation Algorithm for Coupled Harmonies"." in MSS Symposium on Battlefield Acoustics and Seismic Sensing. (10 2003).
  • J. Ash* and R. Moses ""Acoustic Sensor Network Self-Localization: Experimental Results"." in MSS Symposium on Battlefield Acoustics and Seismic Sensing. (10 2003).

2002

  • R. Moses, R. Patterson*, and W. Garber* ""Self Localization of Acoustic Sensor Networks"." in MSS Symposium on Battlefield Acoustics and Seismic Sensing. (9 2002).

2001

  • U. Baysal* and R. Moses ""Optimal Array Geometries for Wideband DOA Estimation"." in MSS Symposium on Battlefield Acoustics and Seismic Sensing. (10 2001).
  • R. Moses, R. Patterson*, D. Krishnamurthy*, N. Srour, and T. Pham ""Self-Calibration of Unattended Ground Sensor Networks"." in 5th Annual Federated Laboratory Symposium on Advanced Sensors. (3 2001).

2000

  • B. Rigling*, L. Potter, and R. Moses ""Relative Information in Phase of Radar Range Profiles"." in Algorithms for Synthetic Aperture Radar Imagery VII, (Proc. SPIE vol. 4053), SPIE Aerospace Sensing Symposium. (4 2000).
  • H.C. Chiang*, R. Moses, and L. Potter ""Classification Performance Prediction Using Parametric Scattering Feature Models"." in Algorithms for Synthetic Aperture Radar Imagery VII (Proc. SPIE vol. 4053), SPIE Aerospace Sensing Symposium. (4 2000).
  • R. Moses and L. Potter ""An Acoustic Array for Undergraduate Instruction"." in First Signal Processing Education Workshop. (10 2000).
  • A. Sabharwal*, U. Mitra, and R. Moses ""Low Complexity MMSE Receivers for Multirate DS-CDMA Systems"." in Conference on Information Sciences and Systems. (3 2000).
  • R. Moses, L. Potter, B. Rigling*, and Y. Akyildiz* ""Scattering Center Models for Feature Extraction in SAR Imagery"." in Progress in Electromagnetics Research Symposium (PIERS 2000). (7 2000).
  • A. Sharma* and R. Moses ""CFAR Target Detection in Tree Scattering Interference"." in 4th Annual Federated Laboratory Symposium on Advanced Sensors. (3 2000).

1999

  • R. Kapoor, L. Nguyen, J. Marble, J. Gorman, L. Potter, and R. Moses ""The Test and Evaluation of an Advanced Feature Set for Discriminating Tactical Targets in UWB SAR Imagery"." in 3rd Annual Federated Laboratory Symposium on Advanced Sensors. (2 1999).
  • A. Dean*, T. Miller*, R. Moses, and L. Potter ""Discrimination Features for Ultra-Wideband SAR Target Detection"." in 3rd Annual Federated Laboratory Symposium on Advanced Sensors. (2 1999).

1998

  • T. Miller*, L. Potter, and R. Moses ""Ultra-Wideband Synthetic Aperture Radar Target Detection"." in 2nd Annual Federated Laboratory Symposium on Advanced Sensing. (2 1998).
  • R. Moses, L. Potter, H. Chiang*, M. Koets*, and A. Sabharwal* ""A Parametric Attributed Scattering Center Model for SAR Automatic Target Recognition"." in DARPA Image Understanding Workshop. (11 1998).
  • R. Srinivasan*, U. Mitra and R. Moses ""Frequency-based Rate Separation for Dual-Rate CDMA Signals"." in Conference on Information Sciences and Systems. (3 1998).

1997

  • R. Moses and L. Potter ""Feature Extraction using Attributed Scattering Center Models for Model-Based Automatic Target Recognition"." in DARPA Image Understanding Workshop. (5 1997).
  • M. Gerry*, L. Potter, and R. Moses ""A Parametric Model for Synthetic Aperture Radar Measurements"." in DARPA Image Understanding Workshop. (5 1997).
  • M. Gerry*, L. Potter, R. Moses and M. Koets* ""Image Domain Scattering Center Models for Synthetic Aperture Radar"." in IEEE Workshop on Nonlinear Signal and Image Processing. (9 1997).

1995

  • R. Moses, T. Soderstrom, and J. Sorelius* ""Effects of Multipath-Induced Angular Spread on Direction of Arrival Estimators in Array Signal Processing"." in IEEE/IEE Workshop on Signal Processing Methods in Multipath Environments. (4 1995).
  • M. Cedervall* and R. Moses ""Extension of Decoupled ML to Coherent Multipath Signals"." in 29th Asilomar Conference on Signals, Systems, and Computers. (10 1995).
  • H. Chiang*, R. Moses, S. Ahalt, and L. Potter ""Statistical Properties of Linear Correlators for Image Pattern Classification with Application to SAR Imagery"." in Automatic Object Recognition V (Proc. SPIE vol. 2485), SPIE Aerospace Sensing Symposium. (4 1995).
  • M. Cedervall* and R. Moses ""Extension of Decoupled ML to Coherent Multipath Signals"." in Nordic Radio Symposium. (4 1995).

1994

  • C. Ying* and R. Moses ""On Model Order Determination of Complex Exponential Signals"." in 10th IFAC Symposium on System Identification. (7 1994).
  • R. Carriere*, L. Potter, R. Moses, and C. Ying* ""Radar Target Modeling: A GTD-based Approach"." in Automatic Object Recognition IV (Proc. SPIE vol. 2234), SPIE Aerospace Sensing Symposium. (4 1994).

1993

  • R. Moses ""An Integrated Approach to Feature-Based Automatic Target Recognition"." in Joint Automatic Target Recognition Conference. (11 1993).

1992

  • Steedly, W.M.; Ying, C.H.J.; Moses, R.L. "Modified TLS-Prony method using data decimation." (12 1992).

1991

  • R. Carriere* and R. Moses ""High Resolution Parametric Modeling of Canonical Radar Scatterers with Application to Radar Target Identification"." in International Conference on Systems Engineering. (8 1991).
  • Gerlach, D.; Moses, R. "Hybrid profiles in radar imaging." (12 1991).

1988

  • A. Krishnamurthy and R. Moses ""Formant Estimation from Noisy Voiced Speech"." in 115th Meeting of the Acoustical Society of America. (5 1988).
  • R. Moses, J. Li*, and P. Stoica ""Accuracy Properties of High Order Yule-Walker Equation Estimators for Sinusoidal Frequencies"." in 8th IFAC/IFORS Symposium on Identification and System Parameter Estimation. (8 1988).
  • R. Carriere* and R. Moses ""Autoregressive Moving Average Modeling of Radar Target Signatures"." in IEEE National Radar Conference. (4 1988).

1986

  • P. Stoica, R. Moses, B. Friedlander, and T. Soderstrom ""Maximum likelihood estimation of the parameters of multiple sinusoids from noisy measurements"." in 3rd ASSP Workshop on Spectrum Estimation and Modeling. (11 1986).
  • S. Roach*, R. Moses, and S. Yurkovich ""On the Numerical and Statistical Properties of Instrumental Variable Lattice Algorithms"." in 29th Midwest Symposium on Circuits and Systems. (8 1986).

1985

  • R. Moses and P. Berben* ""An Optimal and Suboptimal Approximate Partial Realization"." in 1985 Benelux Meeting on Systems and Control. (1 1985).

1984

  • R. Smith and R. Moses ""Time and Space Domain Filtering for Improved HF Communication"." in AGARD Electromagnetic Wave Propagation Panel Symposium. (6 1984).

1982

  • R. Moses ""Lattice Filters for System Identification"." in 14th Southeastern Symposium on System Theory. (4 1982).

1981

  • J. Cadzow and R. Moses ""An Adaptive ARMA Spectral Estimator (Parts I and II)." in 1st IEEE Spectral Estimation Workshop. (8 1981).

Patents

  • R. Moses. "Statistically-Based Thunderstorm Cell Detection and Mapping System." Patent number: 5,528,494
  • R. Moses, J. Kuzma, K. Ostrander, and B. Stevens, Jr.. "Lightning Strike Detection and Mapping System." Patent number: 5,537,318
  • R. Slyh, R. Moses, and T. Anderson. "Analysis/Synthesis-Based Microphone Array Speech Enhancer with Variable Signal Distortion." Patent number: 5,574,874
  • R. Moses, J. Kuzma, and K. Ostrander. "Lightning Strike Detection System Capable of Quickly Determining an Invalid Correlation of Strike Signaling." Patent number: 5,303,152
  • J. Kuzma, K. Ostrander, R. Moses, and B. Stevens, Jr.. "Sampled Data Lightning Strike Detection and Mapping System Capable of Early Detection of an Invalid Strike from Sampled Data and Quick Resumption of Monitoring an Incoming Signal." Patent number: 5,305,210
  • R. Moses, J. Kuzma, K. Ostrander, W. White, and B. Stevens, Jr.. "System for Classifying Lightning Strikes to Enhance Location Estimation Thereof." Patent number: 5,325,299
  • J. Greenewald and R. Moses. "Thunderstorm Cell Detection and Mapping System for Identifying and Ranging Thunderstorm Cells by Clustering Single Strike Lightning Observations." Patent number: 5,610,813