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Randolph Moses

  • Interim Senior VP for Research, Research Administration
  • Professor, Electrical & Computer Engr.
  • 190 N Oval Mall Room 208
    Columbus, OH 43210
  • 614-247-8356

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

  • 20090101

    Best Paper Award.

  • 20040101

    Best Paper Award.

  • 19970101

    DARPA Award for Research Contributions to the MSTAR Program.

  • 19970101

    Research Accomplishment Award.

  • 19950101

    Lumley Research Award.

  • 19920101

    Honorable Mention, C. Holmes MacDonald Outstanding Teacher Award.

  • 19920101

    Harrison Faculty Award for Excellence in Engineering Education.

  • 19910101

    Lumley Research Award.

  • 19900101

    Outstanding Technical Report Award.

  • 19840101-19850101

    NATO Postdoctoral Research Fellow.

  • 19830101-19840101

    Cunningham Dissertation Research Fellow.

  • 19830101

    Listed in Outstanding Young Men of America.

  • 19820101

    Cunningham Summer Dissertation Research Fellow.

  • 19790101-19800101

    Pratt Presidential Fellow.

  • 19790101

    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

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.

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.

1993

  • 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.
  • A. Stoica, R. Moses, and P. Stoica, 1993, ""Enforcing Positiveness on Estimated Spectral Densities"." Electronics Letters 29, no. 23, 2009-11 - 2009-11.

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.
  • R. Moses and D. Liu*, 1991, ""Determining the Closest Stable Polynomial to an Unstable One"." IEEE Transactions on Signal Processing 39, no. 4, 901-906 - 901-906.

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

  • 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).
  • G. Arnold, T. Ross, L. Westerkamp, L. Carin, and R. Moses ""The ATR Center and ATRpedia"." in Algorithms for Synthetic Aperture Radar Imagery XV, (Proc. SPIE Vol. 6978), SPIE Defense and Security Symposium. (3 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).
  • J. Jackson* and R. Moses ""Estimation Performance for Canonical Shape Features"." in IEEE International Geoscience and Remote Sensing Symposium. (7 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).

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).
  • 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).

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).
  • J. Wilden, J. Agniel, and R. Moses ""Geolocation of Wireless Sensors with Nonuniform GPS Availability"." in Unattended Ground Sensor Technologies and Applications VII (Proc. SPIE vol. 5796), SPIE Defense and Security Symposium. (3 2005).
  • J. Wilden, M. Jansen, J. Agniel, and R. Moses ""Geolocation of Wireless Sensors with Nonuniform GPS Availability: Experimental Results"." in Military Communications Conference. (10 2005).

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. 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).
  • 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

  • A. Savvides*, W. Garber*, R. Moses, and M. Srivastava ""On the Error Characteristics of Multi-Hop Node Localization in Ad-Hoc Sensor Networks"." in 2nd International Symposium on Information Processing on Sensor Networks (IPSN 03). (4 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

  • 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. Kim*, S. Dogan*, J. Fisher, R. Moses, and A. Willsky ""Attributing Scatterer Anisotropy for Model Based ATR"." in Algorithms for Synthetic Aperture Radar Imagery VII, (Proc. SPIE vol. 4053), SPIE Aerospace Sensing Symposium. (4 2000).
  • A. Sharma* and R. Moses ""CFAR Target Detection in Tree Scattering Interference"." in 4th Annual Federated Laboratory Symposium on Advanced Sensors. (3 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 and L. Potter ""An Acoustic Array for Undergraduate Instruction"." in First Signal Processing Education Workshop. (10 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).

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).
  • 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. Sabharwal*, U. Mitra and R. Moses ""Cyclic Wiener Filtering Based Multirate DS/CDMA Receivers"." in IEEE Wireless Communications and Networking Conference. (9 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

  • 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).
  • M. Gerry*, L. Potter, and R. Moses ""A Parametric Model for Synthetic Aperture Radar Measurements"." in DARPA Image Understanding Workshop. (5 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).

1995

  • M. Cedervall*, P. Stoica, and R. Moses ""MODE-type Algorithm for Estimating Damped, Undamped, or Explosive Modes"." in 29th Asilomar Conference on Signals, Systems, and Computers. (10 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).
  • 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 Nordic Radio Symposium. (4 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).

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).
  • C. Ying*, L. Potter, and R. Moses ""On Model Order Determination of Complex Exponential Signals: Performance of an FFT-Initialized ML Algorithm"." in 7th Signal Processing Workshop on Statistical Signal and Array Processing. (6 1994).
  • C. Ying* and R. Moses ""On Model Order Determination of Complex Exponential Signals"." in 10th IFAC Symposium on System Identification. (7 1994).

1993

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

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).

1988

  • R. Moses and J. Carl* ""Autoregressive Modeling of Radar Data with Application to Target Identification"." in IEEE National Radar Conference. (4 1988).
  • R. Moses and D. Liu* ""On Non-Negative Definiteness of Estimated Moving Average Autocovariance Sequences"." in International Conference on Acoustics, Speech, and Signal Processing (ICASSP '88). (4 1988).
  • A. Krishnamurthy and R. Moses ""Formant Estimation from Noisy Voiced Speech"." in 115th Meeting of the Acoustical Society of America. (5 1988).
  • R. Carriere* and R. Moses ""Autoregressive Moving Average Modeling of Radar Target Signatures"." in IEEE National Radar Conference. (4 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).

1987

  • R. Moses, P. Stoica, B. Friedlander, and T. Soderstrom ""An Efficient Linear Method for ARMA Spectral Estimation"." in International Conference on Acoustics, Speech, and Signal Processing (ICASSP '87). (4 1987).

1986

  • A. Damen, R. Moses, P. Van Den Hof, and Y. Tomita ""Bounds on the Simulation Power of Equation Error Estimates"." in 25th Conference on Decision and Control. (12 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).
  • R. Moses ""Optimal Approximate Stochastic Partial Realization"." in Symposium on Mathematical Theory of Networks and Systems. (6 1985).

1984

  • R. Moses and A. Beex ""A Comparison of ARMA Numerator Estimators"." in 27th Midwest Symposium on Circuits and Systems. (6 1984).
  • R. Smith and R. Moses ""Time and Space Domain Filtering for Improved HF Communication"." in AGARD Electromagnetic Wave Propagation Panel Symposium. (6 1984).

1983

  • R. Moses ""Fast Recursive AR Estimation from an Overdetermined System of Extended Yule-Walker Equations"." in International Conference on Acoustics, Speech, and Signal Processing (ICASSP '83). (4 1983).

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).
  • J. Cadzow and R. Moses ""A Superresolution Method of ARMA Spectral Estimation"." in International Conference on Acoustics, Speech, and Signal Processing (ICASSP '81). (3 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