Publications by Subjects (Partial List)
Journal Publications
CVPR and NIPS Papers
Book Chapters
Patents
Leadership Reflections Articles
Research Interests

Journal Papers

  1. U. Goldsztejn and A. Nehorai, "Predicting preterm births from electrohysterogram recordings via deep learning," PLOS ONE. 18(5): e0285219, May 2023.
  2. U. Goldsztejn and A. Nehorai, "Estimating uterine activity from electrohysterogram measurements via statistical tensor decomposition," Biomedical Signal Processing and Control. Vol. 85, pp. 104899, Aug 2023.
  3. S. Jafarzadeh, I. Genc, and A. Nehorai, "Real-time transient stability prediction and coherency identification in power systems using Koopman mode analysis," Electric Power Systems Research, Vol. 201, Dec. 2021.
  4. Z. Lu, J. Wahlström, and A. Nehorai, "Containing epidemics in a local cluster via antidote distribution and partial quarantine," Physical Reviews E, Vol. 104, No. 3, pp. 034307, Sept. 2021.
  5. Z. Lu, J. Wahlström, and A. Nehorai, "Local clustering via approximate Heat Kernel PageRank with subgraph sampling," Scientific Reports, Vol. 11, No. 15768, pp. 1-19, Aug. 2021.
  6. G. V. Prateek, Y-E. Ju, and A. Nehorai, "Sparsity-assisted signal denoising and pattern recognition in time-series data," Circuits, Systems, and Signal Processing, 2021.
  7. A. C. Tukpah, E. Cawi (Co-First), L. Wolf, A. Nehorai, and L. Cummings-Vaughn, "Development of an institution-specific readmission risk prediction model for real-time prediction and patient-centered interventions," the Journal of General Internal Medicine, 2021.
  8. Y. Xiang, M. Akcakaya, S. Sen, and A. Nehorai, "Target detection via cognitive radars using change-point detection, learning, and adaptation," Circuits, Systems, and Signal Processing, Vol. 40, No. 1, pp. 233–261, Jan. 2021.
  9. U. Goldsztejn, D. Schwartzman, and A. Nehorai, "Public policy and economic dynamics of COVID-19 spread: a mathematical modeling study," PLOS ONE, Vol. 15, No. 12, pp. 1-16, Dec. 2020.
  10. H. Mazidi, T. Ding, A. Nehorai, and M. Lew, "Quantifying accuracy and heterogeneity in single-molecule super-resolution microscopy," Nature Communications,11, 6353, 2020.
  11. J. Li, G. Liao, Y. Huang, and A. Nehorai, "Manifold optimization for joint design of MIMO-STAP radars," IEEE Signal Processing Letters, Vol. 27, pp. 1969-1973, 2020.
  12. U. Goldsztejn and A. Nehorai, "A myofiber model for the study of uterine excitation-contraction dynamics," Scientific Reports, 10, 16221, 2020.
  13. J. Li, G. Liao, Y. Huang, Z. Zhang, and A. Nehorai, "Riemannian geometric optimization methods for joint design of transmit sequence and receive filter for MIMO radar," IEEE Trans. on Signal Processing. Vol. 68, pp. 5602-5616, 2020.
  14. G. V. Prateek, P. Mazzoni, G. M. Earhart, and A. Nehorai, "Gait cycle validation and segmentation using inertial sensors," IEEE Trans. on Biomedical Engineering, Vol. 67, No. 8, pp. 2132-2144, Aug. 2020.
  15. Z. Zhang, M. Wang, and A. Nehorai, "Optimal transport in reproducing kernel Hilbert spaces: theory and applications," IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 42, No. 7, pp. 1741-1754, July 2020.
  16. F. Xi, Y. Xiang, S. Chen, and A. Nehorai, "Gridless parameter estimation for one-bit MIMO radar with time-varying thresholds," IEEE Trans. on Signal Processing, Vol. 68, No. 1, pp. 1048-1063, 2020.
  17. Y. Huang, G. Liao, Y. Xiang, L. Zhang, J. Li, and A. Nehorai, "Low-rank approximation via generalized reweighted iterative nuclear and Frobenius norms," IEEE Trans. on Image Processing. Vol. 29, No. 1, pp. 2244-2257, Dec. 2019.
  18. E. Cawi, P. S. La Rosa, and A. Nehorai, "Designing machine learning workflows with an application to topological data analysis," PLOS ONE, Vol. 14, No. 12, pp. 1-26, Dec. 2019.
  19. Y. Huang, L. Zhang, J. Li, W. Hong, and A. Nehorai, "A novel tensor technique for simultaneous narrowband and wideband interference suppression on single-channel SAR system," IEEE Trans. on Geoscience and Remote Sensing, Vol. 57, No. 12, pp. 9575-9588, Dec. 2019.
  20. Y. Lin, M. Zhang, P. S. La Rosa, J. D. Wilson, and A. Nehorai, "Electro-mechanical ionic channel modeling for uterine contractions and oxytocin effect during pregnancy," Sensors, Vol. 19, No. 22, p. 4898, Nov. 2019.
  21. Y. Huang, G. Liao, L. Zhang, Y. Xiang, J. Li, and A. Nehorai, "Efficient narrowband RFI mitigation algorithms for SAR systems with reweighted tensor structures," IEEE Trans. on Geoscience and Remote Sensing, Vol. 57, No. 11, pp. 9396-9409, Nov. 2019.
  22. G. Jiang, M. Wang, X. Mao, C. Qian, Y. Liu, and A. Nehorai, "Underdetermined direction-of-arrival estimation using difference coarray in the presence of unknown nonuniform noise," IEEE Access, Vol. 7, pp. 157643-157654, Oct. 2019.
  23. Y. Huang, G. Liao, Y. Xiang, Z. Zhang, J. Li, and A. Nehorai, "Reweighted nuclear norm and reweighted Frobenius norm minimizations for narrowband RFI suppression on SAR system," IEEE Trans. on Geoscience and Remote Sensing, Vol. 57, No. 8, pp. 5949-5962, Aug. 2019.
  24. M. Wang, Z. Zhang, and A. Nehorai, "Grid-less DOA estimation using sparse linear arrays based on Wasserstein distance," IEEE Signal Processing Letters, Vol. 26, No. 6, pp. 838-842, June 2019.
  25. L. Li, L. G. Wang, F. L. Teixeira, C. Liu, A. Nehorai, and T. J. Cui, "DeepNIS: deep neural network for nonlinear electromagnetic inverse scattering," IEEE Trans. Antennas Propaga., Vol. 67, No. 3, pp. 1819-1825, Mar. 2019.
  26. M. Wang, Z. Zhang, and A. Nehorai, "Further results on the Cramér-Rao bound for sparse linear arrays," IEEE Trans. on Signal Processing, Vol. 67, No. 6, pp. 1493-1507, Mar. 2019.
  27. Y. Xiang, M. Akcakaya, S. Sen, D. Erdogmus, and A. Nehorai, "Target tracking via recursive Bayesian state estimation in cognitive radar networks," Signal Processing, Vol. 155, pp. 157-169, Feb. 2019.
  28. Y. Huang, G. Liao, Z. Zhang, Y. Xiang, J. Li, and A. Nehorai, "Fast narrowband RFI suppression algorithms for SAR systems via matrix-factorization techniques," IEEE Trans. on Geoscience and Remote Sensing, Vol. 57, No. 1, pp. 250-262, Jan. 2019.
  29. Y. Huang, G. Liao, Z. Zhang, Y. Xiang, J. Li, and A. Nehorai, "SAR automatic target recognition using joint low-rank and sparse multi-view denoising," IEEE Geoscience and Remote Sensing Letters, Vol. 15, No. 10, pp. 1570-1574, Oct. 2018.
  30. G. V. Prateek, I. Skog, M. E. McNeely, R. P. Duncan, G. M. Earhart and A. Nehorai, "Modeling, detecting, and tracking freezing of gait in Parkinson disease using inertial sensors," IEEE Trans. on Biomedical Engineering, Vol. 65, No. 10, pp. 2152-2161, Oct. 2018.
  31. H. Mazidi, J. Lu, A. Nehorai, and M. D. Lew, "Minimizing structural bias in single-molecule super-resolution microscopy," Scientific Reports, Vol. 8, No. 13133, pp. 1-10, Sep. 2018.
  32. J. Li and A. Nehorai, "Gaussian mixture learning via adaptive hierarchical clustering," Signal Processing, Vol. 150, pp. 116-121, Sep. 2018.
  33. M. Zhang, P. S. La Rosa, H. Eswaran, and A. Nehorai, "Estimating uterine source current during contractions using magnetomyography measurements," PLOS ONE, Vol. 13, No. 8, pp. 1-29, Aug. 2018.
  34. L. Li, M. Hurtado, F. Xu, B. Zhang, T. Jin, T. Cui, M. Nikolić Stevanović, and A. Nehorai, "A survey on the low-dimensional-model-based electromagnetic imaging," Foundations and Trends© in Signal Processing, Vol. 12, No. 2, pp. 107-199, June 2018.
  35. J. Li and A. Nehorai, "Distributed particle filtering via optimal fusion of Gaussian mixtures," IEEE Trans. on Signal and Information Processing over Networks, Vol. 4, No. 2, pp. 280-292, June 2018.
  36. M. Wang, Z. Zhang, and A. Nehorai, "Performance analysis of coarray-based MUSIC in the presence of sensor location errors," IEEE Trans. on Signal Processing, Vol. 66, No. 12, pp. 3074-3085, June 2018.
  37. Z. Lu, J. Wahlström, and A. Nehorai, " Community detection in complex networks via clique conductance," Scientific Reports, Vol. 8, No. 5982, pp. 1-16, Apr. 2018.
  38. A. Cassidy, E. Cawi, and A. Nehorai, "A model for decision making under the influence of an artificial social network," IEEE Trans. on Computational Social Systems, Vol. 5, pp. 220-228, Mar. 2018.
  39. J. Wahlström, I. Skog, P. Händel, F. Khosrow-khavar, K. Tavakolian, P. K. Stein, and A. Nehorai, "A hidden Markov model approach to seismocardiograms," IEEE Trans. on Biomedical Engineering, Vol. 64, pp. 2361-2372, Oct. 2017.
  40. G. V. Prateek, M. Hurtado and A. Nehorai, "Target detection using weather radars and electromagnetic vector sensors," Signal Processing, Vol. 137, pp. 387-397, Aug. 2017.
  41. J. Wahlström, I. Skog, P. S. La Rosa, P. Händel, and A. Nehorai, "The β-model for random graphs—regression, Cramér-Rao bounds, and hypothesis testing," IEEE Trans. on Signal Processing, Vol. 65, pp. 3234-3246, June 2017.
  42. G. Shi and A. Nehorai, "Robustness of meta-analyses in finding gene × environment interactions," PLOS ONE 12(3): e0171446. DOI: 10.1371/journal.pone.0171446, Mar. 2017.
  43. Y. Liu, H. Ruan, L. Wang, and A. Nehorai, "The random frequency diverse array: a new antenna structure for uncoupled direction-range indication in active sensing," IEEE Journal of Selected Topics in Signal Processing, Vol. 11, pp. 295-308, Mar. 2017.
  44. M. Wang and A. Nehorai, "Coarrays, MUSIC, and the Cramér Rao bound," IEEE Trans. on Signal Processing, Vol. 65, pp. 933-946, Feb. 2017.
  45. F. Strappini†, E. Gilboa†, S. Pitzalis, K. Kay, M. McAvoy, A. Nehorai, and A. Z. Snyder, "Adaptive smoothing based on Gaussian processes (GP) regression increases the sensitivity and specificity of fMRI data," Human Brain Mapping, DOI: 10.1002/hbm.23464, Dec. 2016.
  46. E. Richter and A. Nehorai, "Enriching the undergraduate program with research projects," IEEE Signal Processing Magazine, Vol. 33, pp. 123-127, Nov. 2016. Errata
  47. A. Cassidy, Z. Feinstein, and A. Nehorai, "Risk measures for power failures in transmission systems," Chaos: An Interdisciplinary Journal of Nonlinear Science, Vol. 26, No. 11, DOI: 10.1063/1.4967230, Nov. 2016.
  48. G. Tang and A. Nehorai, "Semidefinite programming for computable performance bounds on block-sparsity recovery," IEEE Trans. on Signal Processing, Vol. 64, pp. 4455-4468, Sep. 2016.
  49. I. Skog, J. Nilsson, P. Händel, A. Nehorai, "Inertial sensor arrays, maximum likelihood, and Cramér-Rao bound," IEEE Trans. on Signal Processing, Vol. 64, pp. 4218-4227, Aug. 2016.
  50. C. Salchow, D. Strohmeier, S. Klee, D. Jannek, K. Schiecke, H. Witte, A. Nehorai, and J. Haueisen, "Rod driven frequency entrainment and resonance phenomena," Frontiers in Human Neuroscience, Vol. 10, DOI: 10.3389/fnhum.2016.00413, 12 pages, Aug. 2016.
  51. J. Wahlström, I. Skog, P. Händel, and A. Nehorai, "IMU-based smartphone-to-vehicle positioning," IEEE Trans. on Intelligent Vehicles, Vol. 1, pp. 139-147, June 2016.
  52. M. Akcakaya, S. Sen, and A. Nehorai, "A novel data-driven learning method for radar target detection in nonstationary environments," IEEE Signal Processing Letters, Vol. 23, pp. 762-766, May 2016.
  53. K. Han and A. Nehorai, "Jointly optimal design for MIMO radar frequency-hopping waveforms using game theory," IEEE Trans. on Aerospace and Electronic Systems, Vol. 52, pp. 809-820, Apr. 2016.
  54. M. Zhang†, V. Tidwell†, P. S. La Rosa, J. D. Wilson, H. Eswaran, and A. Nehorai, "Modeling magnetomyograms of uterine contractions during pregnancy using a multiscale forward electromagnetic approach," PLOS ONE 11(3): e0152421, DOI: 10.1371/journal.pone.0152421, Mar. 2016.
  55. M. M. Nikolić Stevanović, L. Crocco, A. R. Djordjević, and A. Nehorai, "Higher order sparse microwave imaging of PEC scatterers," IEEE Trans. Antennas Propag., Vol. 64, pp. 988-997, Mar. 2016.
  56. A. Wells†, N. Kopp†, X. Xu, D. R. O'Brien, W. Yang, A. Nehorai, T. L. Adair-Kirk, R. Kopan, and J. D. Dougherty, "The anatomical distribution of genetic associations," Nucleic Acids Research, p. gkv1262, Nov. 2015.
  57. K. Han, P. Yang, and A. Nehorai, "Calibrating nested sensor arrays with model errors," IEEE Trans. on Antennas Propagat, Vol. 63, pp. 4739-4748, Nov. 2015.
  58. J. Li and A. Nehorai, "Joint sequential target estimation and clock synchronization in wireless sensor networks," IEEE Trans. on Signal and Information Processing over Networks, Vol. 1, pp. 74-88, June 2015.
  59. S. Pazos, M. Hurtado, C. H. Muravchik, and A. Nehorai, "Projection matrix optimization for sparse signals in structured noise," IEEE Trans. on Signal Processing, Vol. 63, pp. 3902-3913, Aug. 2015.
  60. P. Chavali and A. Nehorai, "Distributed power system state estimation using factor graphs," IEEE Trans. on Signal Processing, Vol. 63, No. 11, pp. 2864-2876, June 2015.
  61. A. Cassidy, M. Strube, and A. Nehorai, "A framework for exploring social network and personality-based predictors of smart grid diffusion," IEEE Trans. on Smart Grid, Vol. 6, No. 3, pp. 1314-1322, May 2015.
  62. P. Yang, Z. Tan, A. Wiesel, and A. Nehorai, "Placement of PMUs considering measurement phase angle mismatch," IEEE Trans. on Power Delivery, Vol. 30, No. 2, pp. 914-922, Apr. 2015.
  63. S. Krishnan, B. M. Kumfer, W. Wu, J. Li, A. Nehorai, and R. L. Axelbaum, "An approach to thermocouple temperature measurements that reduces incertainties associated with radiative corrections," Energy & Fuels, DOI: 10.1021/acs.energyfuels.5b00071, Mar. 2015.
  64. G. Tang and A. Nehorai, "Computable performance bounds on sparse recovery," IEEE Trans. on Signal Processing, Vol. 63, pp. 132-141, Jan. 2015.
  65. Z. Tan, Y. Eldar, and A. Nehorai, "Direction of arrival estimation using co-prime arrays: a super resolution viewpoint," IEEE Trans. on Signal Processing, Vol. 62, pp. 5565-5576, Nov. 2014.
  66. Z. Tan, P. Yang, and A. Nehorai, "Joint sparse recovery method for compressed sensing with structured dictionary mismatch," IEEE Trans. on Signal Processing, Vol. 62, pp. 4997-5008, Oct. 2014.
  67. P. Yang and A. Nehorai, "Joint optimization of hybrid energy storage and generation capacity with renewable energy," IEEE Trans. on Smart Grid, Vol. 5, pp. 1566-1574, July 2014.
  68. K. Han and A. Nehorai, "Nested array processing for distributed sources," IEEE Signal Processing Letters, Vol. 21, pp. 1111-1114, Sep. 2014.
  69. N. Kotagiri, Z. Li, X. Xu, S. Mondal, A. Nehorai, and S. Achilefu, "Antibody quantum dot conjugates developed via copper-free click chemistry for rapid analysis of biological samples using a microfluidic microsphere array system," Bioconjugate Chemistry, DOI: 10.1021/bc500139u, Jun. 2014.
  70. E. Gilboa, J. P. Cunningham, A. Nehorai, and V. Gruev, "Image interpolation and denoising for division of focal plane sensors using Gaussian Processes," Optics Express, Vol. 22, pp. 15277-15291, Jun. 2014.
  71. S. Gogineni, M. Rangaswamy, B. Rigling, and A. Nehorai, "Ambiguity function analysis for UMTS-based passive multistatic radar," IEEE Trans. on Signal Processing, Vol. 62, pp. 2945-2957, Jun. 2014.
  72. K. Han and A. Nehorai, "Nested vector-sensor array processing via tensor modeling," IEEE Trans. on Signal Processing, Vol. 62, pp. 2542-2553, May 2014.
  73. Z. Tan, Y. Eldar, A. Beck, and A. Nehorai, "Smoothing and decomposition for analysis sparse recovery," IEEE Trans. on Signal Processing, Vol. 62, pp. 1762-1774, Apr. 2014.
  74. P. Chavali and A. Nehorai, "Hierarchical particle filtering for multi-modal data fusion with application to multiple-target tracking," Signal Processing, Vol. 97, pp. 207-220, Apr. 2014.
  75. X. Xu, Z. Li, P. Sarder, N. Kotagiri, and A. Nehorai, "Simultaneous detection of multiple biological targets using optimized microfluidic microsphere-trap arrays," Journal of Micro/Nanolithography, MEMS, and MOEMS, Vol. 13, DOI:10.1117/1.JMM.13.1.013017, Mar. 2014.
  76. Z. Tan, P. Yang, and A. Nehorai, "Optimal and distributed demand response with electric vehicles in the smart grid," IEEE Trans. on Smart Grid, Vol. 5, pp. 861-869, Mar. 2014.
  77. X. Xu, A. Wells, D. O'Brien, A. Nehorai, and J. Dougherty, "Cell-type specific expression analysis to identify putative cellular mechanisms for neurogenetic disorders" The Journal of Neuroscience, Vol. 34, pp. 1420-1431, Jan. 2014.
  78. P. Chavali, P. Yang, and A. Nehorai, "A distributed algorithm of appliance scheduling for home energy management system," IEEE Trans. on Smart Grid, Vol. 5, pp. 282-290, Jan. 2014.
  79. S. Gogineni, M. Rangaswamy, B. Rigling and A. Nehorai, "Cramér-Rao bounds for UMTS-based passive multistatic radar," IEEE Trans. on Signal Processing, Vol. 62, pp. 95-106, Jan. 2014.
  80. Z. Tan and A. Nehorai, "Sparse direction of arrival estimation using co-prime arrays with off-grid targets," IEEE Signal Processing Letters, Vol. 21, pp. 26-29, Jan. 2014.
  81. X. Xu, G. Shi, and A. Nehorai, "Meta-regression of gene-environment interaction in genome-wide association studies" IEEE Trans. on Nanobioscience, Vol. 12, pp. 354-362, Dec. 2013.
  82. K. Han and A. Nehorai, "Improved source number detection and direction estimation with nested arrays and ULAs using jackknifing," IEEE Trans. on Signal Processing, Vol. 61, pp. 6118-6128, Dec. 2013.
  83. P. Yang, Z. Tan, A. Wiesel, and A. Nehorai, "Power system state estimation using PMUs with imperfect synchronization," IEEE Trans. on Power Systems, Vol 28, pp. 4162-4172, Nov. 2013.
  84. M. Hurtado, C. Muravchik, and A. Nehorai, "Enhanced sparse Bayesian learning via statistical thresholding for signals in structured noise," IEEE Trans. on Signal Processing, Vol. 61, pp. 5430-5443, Nov. 2013.
  85. K. Han and A. Nehorai, "Wideband Gaussian source processing using a linear nested array," IEEE Signal Processing Letters, Vol. 20, pp. 1110-1113, Nov. 2013.
  86. P. Chavali and A. Nehorai, "Concurrent particle filtering and data association using game theory for tracking multiple maneuvering targets," IEEE Trans. on Signal Processing, Vol 61, pp. 4934-4948, Oct. 2013.
  87. X. Xu, A. Nehorai, and J. Dougherty, "Cell-type specific analysis of human transcriptome data to predict changes in cellular compositions," Systems Biomedicine, Vol. 1, pp. 1-10, Sep. 2013.
  88. X. Xu, Z. Li and A. Nehorai, "Finite element simulations of hydrodynamic trapping in microfluidic particle-trap array systems," Biomicrofluidics, Vol. 7, DOI: 10.1063/1.4822030, Sep. 2013.
  89. P. Yang, P. Chavali, E. Gilboa, and A. Nehorai, "Parallel load schedule optimization with renewable distributed generators in smart grids," IEEE Trans. on Smart Grid, Vol 4, No. 3, pp. 1431-1441, Sep. 2013.
  90. M. M. Nikolic, A. Nehorai, and A. R. Djordjevic, "Electromagnetic imaging of hidden 2D PEC targets using sparse signal modeling," IEEE Trans. Geosci. Remote Sens, Vol. 51, No. 5, pp. 2707-2721, May 2013.
  91. P. Yang, G. Tang, and A. Nehorai, "A game-theoretic approach for optimal time-of-use electricity pricing," IEEE Trans. on Power Systems, Vol. 28, No. 2, pp. 884-892, May 2013.
  92. X. Xu, P. Sarder, N. Kotagiri, S. Achilefu, and A. Nehorai, "Performance analysis and design of position-encoded microsphere arrays using the Ziv-Zakai bound," IEEE Trans. on NanoBioscience, Vol. 12, pp. 29-40, Mar. 2013.
  93. X. Xu†, P. Sarder†, Z. Li†, and A. Nehorai, "Optimization of microfluidic microsphere-trap arrays," Biomicrofluidics, Vol. 7, DOI: 10.1063/1.4793713, Feb. 2013. ‡
  94. P. S. La Rosa, H. Eswaran, H. Presissl, and A. Nehorai, "Multiscale forward electromagnetic model of uterine contractions during pregnancy," BMC Medical Physics, Vol. 12:4. DOI: 10.1186/1756-6649-12-4, Nov. 2012.
  95. P. Chavali and A. Nehorai, "Managing multi-modal sensor networks using price theory," IEEE Trans. on Signal Processing, Vol. 60, pp. 4874-4887, Sep. 2012.
  96. G. Tang and A. Nehorai, "The stability of low-rank matrix reconstruction: a constrained singular value view," IEEE Trans. on Information Theory, Vol. 58, pp. 6079-6092, Sep. 2012.
  97. P. Chavali and A. Nehorai, "A low-complexity multi-target tracking algorithm in urban environments using sparse modeling," Signal Processing, Vol. 92, pp. 2199-2213, Sep. 2012.
  98. T. Li and A. Nehorai, "Direction-of-arrival estimation of hydroacoustic signals from marine vessels containing random and sinusoidal components" IEEE Signal Processing Letters, Vol. 19, pp. 503-506, Aug. 2012.
  99. M. M. Nikolic, A. Nehorai, and A. R. Djordjevic;, "Estimation of direction of arrival using multipath on array platforms," IEEE Trans. Antennas Propagat, Vol. 60, pp. 3444-3454, July 2012.
  100. S. Gogineni and A. Nehorai, "Frequency-hopping code design for MIMO radar estimation using sparse modeling," IEEE Trans. on Signal Processing, Vol. 60, pp. 3022-3035, Jun. 2012.
  101. S. Gogineni and A. Nehorai, "Game theoretic design for polarimetric MIMO radar target detection," Signal Processing, Vol. 92, pp. 1281-1289, May 2012.
  102. E. Gilboa, P. S. La Rosa, and A. Nehorai, "Estimating electrical conductivity tensors of biological tissues using microelectrode arrays," Annals of Biomedical Engineering, DOI: 10.1007/s10439-012-0581-9, 2012.
  103. P. Chavali and A. Nehorai, "Scheduling and resource allocation in a cognitive radar network for multiple-target tracking," IEEE Trans. on Signal Processing, Vol. 60, issue 2, pp. 715-729, Feb. 2012.
  104. V. K. Tidwell, J. R. Garbow, A. S. Krupnick, J. A. Engelbach, and A. Nehorai, "Quantitative analysis of tumor burden in mouse lung via MRI," Magnetic Resonance in Medicine, Vol. 67, pp. 572-579. Doi:10.1002/mrm.22951, Feb. 2012.
  105. A. S. Krupnick / V. K. Tidwell, J. A. Engelbach, V. V. Alli, A. Nehorai, M. You, H. G. Vikis, A. E. Gelman, D. Kreisel, and J. R. Garbow, "Quantitative monitoring of murine lung tumors by magnetic resonance imaging," Nature Protocols (IF: 8.362), Vol. 7, pp. 128-142, Jan. 2012.
  106. G. Tang and A. Nehorai, "Performance analysis of sparse recovery based on constrained minimal singular values," IEEE Trans. on Signal Processing, Vol. 59, pp. 5734-5745, Dec. 2011.
  107. T. Li and A. Nehorai, "Maximum likelihood direction-of-arrival estimation of underwater acoustic signals containing sinusoidal components," IEEE Trans. on Signal Processing, Vol. 59, pp. 5302-5314, Nov. 2011.
  108. S. Gogineni and A. Nehorai, "Target estimation using sparse modeling for distributed MIMO radar," IEEE Trans. on Signal Processing, Vol. 59, pp. 5315-5325, Nov. 2011.
  109. S. Gogineni and A. Nehorai, "Compressed LED illumination sensing," IEEE Signal Processing Letters, Vol. 18, pp. 587-590, Oct. 2011.
  110. G. Tang and A. Nehorai, "Constrained Cram'er-Rao bound on robust principal components analysis," IEEE Trans. on Signal Processing, Vol. 59, pp. 5070-5076, Oct. 2011.
  111. G. Tang and A. Nehorai, "Lower bounds on the mean-squared error of low-rank matrix reconstruction," IEEE Trans. on Signal Processing, Vol. 59, pp. 4559-4571, Oct. 2011.
  112. M. Akcakaya, C. H. Muravchik, and A. Nehorai, "Biologically inspired coupled antenna array for direction of arrival estimation," IEEE Trans. on Signal Processing, Vol.59, pp. 4795-4808, Oct. 2011.
  113. W.-F. Zhang, G. Tang, D.-Q. Dai, and A. Nehorai, "Estimation of reflectance from camera responses by regularized local linear model," Optics Letters, Vol. 36, No. 19, pp. 3933-3935, Oct. 2011.
  114. M. Akcakaya and A. Nehorai, "Adaptive MIMO radar design and detection in compound-Gaussian clutter," IEEE Trans. on Aerospace and Electronic Systems, Vol. 47, pp. 2200-2207, July 2011.
  115. M. Akcakaya and A. Nehorai, "MIMO radar sensitivity analysis for target detection," IEEE Trans. on Signal Processing, Vol. 59, pp. 3241-3250, Jul. 2011.
  116. S. Sen and A. Nehorai, "Sparsity-based multi-target tracking using OFDM radar," IEEE Trans. on Signal Processing, Vol. 59, pp. 1902-1906, Apr. 2011.
  117. P. Sarder and A. Nehorai, "Statistical design of position-encoded microsphere arrays," IEEE Trans. on NanoBioscience, Vol. 10, pp. 16-29, Mar. 2011.
  118. T. Li and A. Nehorai, "Maximum likelihood direction finding in spatially colored noise fields using sparse sensor arrays," IEEE Trans. on Signal Processing, Vol. 59, pp. 1048-1062, Mar. 2011.
  119. S. Sen, G. Tang, and A. Nehorai, "Multiobjective optimization of OFDM radar waveform for target detection," IEEE Trans. on Signal Processing, Vol. 59, pp. 639-652, Feb. 2011.
  120. S. Sen and A. Nehorai, "Adaptive OFDM radar for target detection in multipath scenarios," IEEE Trans. on Signal Processing, Vol. 59, pp. 78-90, Jan. 2011.
  121. T. Li, J. Tabrikian, and A. Nehorai, "Barankin-type bound on direction estimation using acoustic sensor arrays," IEEE Trans. on Signal Processing, Vol. 59, pp. 431-435, Jan. 2011.
  122. S. Gogineni and A. Nehorai, "Monopulse MIMO radar for target tracking," IEEE Trans. on Aerospace and Electronic Systems, Vol. 47, pp. 755-768, Jan. 2011.
  123. M. Akcakaya and A. Nehorai, "Biologically inspired coupled antenna beampattern design," Bioinspiration & Biomimetics, Vol. 5, pp. 1-11, Dec. 2010.
  124. P. S. La Rosa, A. Renaux, C. H. Muravchik, and A. Nehorai, "Barankin-type lower bound on multiple change-point estimation," IEEE Trans. on Signal Processing, Vol. 58, pp. 5534-5549, Nov. 2010.
  125. M. Akcakaya and A. Nehorai, "MIMO radar detection and adaptive design under a phase synchronization mismatch," IEEE Trans. on Signal Processing, Vol. 58, pp. 4994-5005, Oct. 2010.
  126. V. K. Tidwell, J. H. Kim, S.-K. Song, and A. Nehorai, "Automatic segmentation of rodent spinal cord diffusion MR images," Magnetic Resonance in Medicine, Vol. 64, pp. 893-901, Sep. 2010.
  127. S. Sen and A. Nehorai, "OFDM MIMO radar with mutual-information waveform design for low-grazing angle tracking," IEEE Trans. on Signal Processing, Vol. 58, pp. 3152-3162, Jun. 2010.
  128. P. Sarder, W. Schierding, J. P. Cobb, and A. Nehorai, "Estimating sparse gene regulatory networks using a Bayesian linear regression," IEEE Trans. on NanoBioscience, Vol. 9, pp. 121-131, Jun. 2010.
  129. G. Tang and A. Nehorai, "Performance analysis for sparse support recovery," IEEE Trans. on Information Theory, Vol. 56, pp. 1383-1399, Mar. 2010.
  130. S. Gogineni and A. Nehorai, "Polarimetric MIMO radar with distributed antennas for target detection," IEEE Trans. on Signal Processing, Vol. 58, pp. 1689-1697, Mar. 2010.
  131. S. Sen and A. Nehorai, "Adaptive design of OFDM signal with improved wideband ambiguity function," IEEE Trans. on Signal Processing, Vol. 58, pp. 928-933, Feb. 2010.
  132. M. M. Nikolic;, A. Nehorai, and A. R. Djordjević, "Estimating moving targets behind reinforced walls using radar," IEEE Trans. Antennas Propagat, Vol. 57, pp. 3530-3538, Nov. 2009.
  133. J.-J. Xiao and A. Nehorai, "Joint transmitter and receiver polarization optimization for scattering estimation in heavy clutter," IEEE Trans. on Signal Processing, Vol. 57, pp. 4142-4147, Oct. 2009.
  134. N. Zou and A. Nehorai, "Circular acoustic vector-sensor array for mode beamforming," IEEE Trans. on Signal Processing, Vol. 57, pp. 3041-3052, Aug. 2009.
  135. S. Sen and A. Nehorai, "Target detection in clutter by an adaptive OFDM radar," IEEE Signal Processing Letters, Vol. 16, pp. 592-595, Jul. 2009.
  136. J. Wang and A. Nehorai, "Adaptive polarimetry design for a target in compound-Gaussian clutter," Signal Processing, Vol. 89, pp. 1061-1069, Jun. 2009.
  137. S. Sen and A. Nehorai, "Performance analysis of 3D direction estimation based on head-related transfer function," IEEE Trans. on Audio, Speech and Language Processing, Vol. 17, pp. 607-613, May 2009.
  138. Z. Liu, A. Nehorai, and E. Paldi, "A biologically inspired compound-eye detector array: Part II - statistical performance analysis," IEEE Trans. on Signal Processing, Vol. 57, pp. 1858-1876, May 2009.
  139. Z. Liu, A. Nehorai, and E. Paldi, "A biologically inspired compound-eye detector array: Part I - modeling and fundamental limits," IEEE Trans. on Signal Processing, Vol. 57, pp. 1839-1857, May 2009.
  140. M. M. Nikolic;, M. Ortner, A. Nehorai, and A. R. Djordjevic, "An approach to estimating building layouts using radar and jump-diffusion algorithm," IEEE Trans. Antennas Propagat, Vol. 57, pp. 768-776, Mar. 2009.
  141. N. von Ellenrieder, C. H. Muravchik, M. Wagner, and A. Nehorai, "Effect of head shape variations among individuals on the EEG/MEG forward and inverse problems," IEEE Trans. Biomedical Engineering, Vol. 56, pp. 587-597, Mar. 2009.
  142. S. Sen and A. Nehorai, "Exploiting close-to-the-sensor multipath reflections using a human-hearing-inspired model," IEEE Trans. on Signal Processing, Vol. 57, pp. 803-808, Feb 2009.
  143. J.-J. Xiao and A. Nehorai, "Optimal polarized beampattern synthesis using a vector-antenna array," IEEE Trans. on Signal Processing, Vol. 57, pp. 576-587, Feb. 2009.
  144. M. Hurtado, J.-J. Xiao, and A. Nehorai, "Adaptive polarimetric design for target estimation, detection, and tracking," IEEE Signal Processing Magazine, Vol. 26, pp. 42-52, Jan. 2009.
  145. P. Sarder and A. Nehorai, "Estimating locations of quantum-dot-encoded microparticles from ultra-high density 3D microarrays," IEEE Trans. on NanoBioscience,. Vol. 7, no. 4, pp. 284-297, Dec. 2008.
  146. A. Renaux, P. Forster, P. Larzabal, C. D. Richmond, and A. Nehorai, "A fresh look at the Bayesian bounds of the Weiss-Weinstein family," IEEE Trans. on Signal Processing, Vol. 56, pp. 5334-5352, Nov. 2008.
  147. M. Akcakaya and A. Nehorai, "Performance analysis of the Ormia Ochracea's coupled ears," The Journal of the Acoustical Society of America, Vol. 124, pp. 2100-2105, Oct. 2008.
  148. D. Donno, A. Nehorai, and U. Spagnolini, "Seismic velocity and polarization estimation for wavefields separation," IEEE Trans. on Signal Processing. Vol. 56, pp. 4794-4809, Oct. 2008.
  149. P. Sarder, A. Nehorai, P. H. Davis, and S. Stanley, "Estimating gene signals from noisy microarray images," IEEE Trans. on NanoBioscience, Vol. 7, pp. 142-153, Jun. 2008.
  150. M. Hurtado and A. Nehorai, "Polarimetric detection of targets in heavy inhomogeneous clutter," IEEE Trans. on Signal Processing, Vol. 56, pp. 1349-1361, Apr. 2008.
  151. D. Gutierrez and A. Nehorai, "Array response kernels for EEG and MEG in multi-layer ellipsoidal geometry," IEEE Trans. on Biomedical Engineering, Vol. 55, pp. 1103-1111, Mar. 2008.
  152. M. Hurtado, T. Zhao, and A. Nehorai, "Adaptive polarized waveform design for target tracking based on sequential Bayesian inference," IEEE Trans. on Signal Processing, Vol. 56, pp. 1120-1133, Mar. 2008.
  153. P. S. La Rosa, A. Nehorai, H. Eswaran, C. Lowery, and H. Preissl, "Detection of uterine MMG contractions using a multiple change point estimator and the K-means cluster algorithm," IEEE Trans. on Biomedical Engineering, Vol. 55, pp. 453-467, Feb. 2008.
  154. Z. Liu and A. Nehorai, "Statistical angular resolution limit for point sources," IEEE Trans. on Signal Processing, Vol. 55, pp. 5521-5527, Nov. 2007.
  155. Y. Eldar, A. Nehorai, and P. S. La Rosa, "A competitive mean-squared error approach to beamforming," IEEE Trans. on Signal Processing, Vol. 55, pp. 5143-5154, Nov. 2007.
  156. N. Cao, A. Nehorai, and M. Jacob, "Image reconstruction for diffuse optical tomography using sparsity regularization and expectation-maximization algorithm," Optics Express, Vol. 15, pp. 13695-13708, Oct. 2007.
  157. G. Shi and A. Nehorai, "A relationship between time-reversal imaging and maximum likelihood scattering estimation," IEEE Trans. on Signal Processing, Vol. 55, pp. 4707-4711, Sep. 2007.
  158. T. Zhao and A. Nehorai, "Information-driven distributed maximum likelihood estimation on Gauss-Newton methods in wireless sensor networks," IEEE Trans. on Signal Processing, Vol. 55, pp. 4669-4682, Sep. 2007.
  159. M. Ortner and A. Nehorai, "A sequential detector for biochemical release in realistic environments," IEEE Trans. on Signal Processing, Vol. 55, pp. 4173-4182, Jul. 2007.
  160. A. Leshem, O. Naparstek, and A. Nehorai, "Information theoretic adaptive radar waveform design for multiple extended targets," Special Issue on Adaptive Waveform Design for Agile Sensing and Communication, in IEEE Journal of Selected Topics in Signal Processing, Vol. 1, pp. 42-55, Jun. 2007.
  161. A. Nehorai, F. Gini, M. S. Greco, A. P. Suppappola, and M. Rangaswamy, "Introduction to the issue on adaptive waveform design for agile sensing and communication," IEEE Journal of Selected Topics in Signal Processing, vol. 1, pp. 2-5, Jun. 2007.
  162. G. Shi and A. Nehorai, "Cramér-Rao bound analysis of multiple scattering in multistatistic point-scatterer estimation," IEEE Trans. on Signal Processing, Vol. 55, pp. 2840-2850, Jun. 2007.
  163. M. Ortner, A. Nehorai, and A. Jeremic, "Biochemical transport modeling and Bayesian source estimation in realistic environments," IEEE Trans. on Signal Processing, Vol. 55, pp. 2520-2532, Jun. 2007.
  164. M. Hurtado and A. Nehorai, "Performance analysis of passive low-grazing-angle source localization in maritime environments using vector sensors," IEEE Trans. on Aerospace and Electronic Systems, Vol. 43, pp. 780-789, Apr. 2007.
  165. A. Balleri, A. Nehorai, and J. Wang, "Maximum likelihood estimation of compound-Gaussian clutter with inverse gamma texture," IEEE Trans. on Aerospace and Electronic Systems, Vol. 43, pp. 775-779, Apr. 2007.
  166. T. Zhao and A. Nehorai, "Distributed sequential Bayesian estimation of a diffusive source in wireless sensor networks," IEEE Trans. on Signal Processing, Vol. 55, pp. 1511-1524, Apr. 2007.
  167. N. Cao and A. Nehorai, "Tumor localization using diffuse optical tomography and linearly constrained minimum variance beamforming," Optics Express, Vol. 15, pp. 896-909, Feb. 2007.
  168. N. Cao, I. S. Yetik, A. Nehorai, C. H. Muravchik, and J. Haueisen, "Parametric surface-source modeling and estimation with electroencephalography," IEEE Trans. on Biomedical Engineering, Vol. 53, pp. 2414-2424, Dec. 2006.
  169. N. Cao, I. S. Yetik, A. Nehorai, C. H. Muravchik, and J. Haueisen, "Estimating parametric line-source models with electroencephalography," IEEE Trans. on Biomedical Engineering, Vol. 53, pp. 2156-2165, Nov. 2006.
  170. J. Wang, A. Dogandzic, and A. Nehorai, "Maximum likelihood estimation of compound-Gaussian clutter and target parameters," IEEE Trans. Signal Processing, Vol. 54, pp. 3884-3898, Oct. 2006.
  171. I. S. Yetik, A. Nehorai, C. H. Muravchik, J. Haueisen and M. Eiselt, "Surface-source modeling and estimation using biomagnetic measurements," IEEE Trans. on Biomedical Engineering, Vol. 53, pp. 1872-1882, Oct. 2006.
  172. F-L. Luo and A. Nehorai, "Recent developments in signal processing for digital hearing aids," IEEE Signal Processing Magazine, Vol. 23, pp. 103-106, Sep. 2006.
  173. T. Zhao, A. Nehorai, and B. Porat, "K-means clustering-based data detection and symbol-timing recovery for burst-mode optical receiver," IEEE Trans. on Communications, Vol. 54, pp. 1492-1510, Aug. 2006.
  174. T. Zhao and A. Nehorai, "Detecting and estimating biochemical dispersion of a moving source in a semi-infinite medium," IEEE Trans. Signal Processing, Vol. 54, pp. 2213-2225, No. 6, Jun. 2006.
  175. G. Shi and A. Nehorai, "Macrocell multiple-input multiple-output system analysis," IEEE Trans. Wireless Communications, Vol. 5, pp. 1076-1085, May 2006.
  176. I. S. Yetik and A. Nehorai, "Performance bounds on image registration," IEEE Trans. Signal Processing, Vol. 54, pp. 1737-1749, May 2006.
  177. P. Sarder and A. Nehorai, "Deconvolution methods for 3D fluorescence microscopy images: an overview," IEEE Signal Processing Magazine, Vol. 23, pp. 32-45, May 2006.
  178. D. Gutierrez, A. Nehorai, and A. Dogandzic, "Performance analysis of reduced-rank beamformers for estimating dipole source signals using EEG/MEG," IEEE Trans. on Biomedical Engineering, Vol. 53, pp. 840-844, May 2006.
  179. Y. C. Eldar, A. Nehorai, and P. S. La Rosa, "An expected least-squares beamforming approach to signal estimation with steering vector uncertainties," IEEE Signal Processing Letters, Vol. 13, pp. 288-291, May 2006.
  180. N. von Ellenrieder, C. H. Muravchik, and A. Nehorai, "Effects of geometric head model perturbations on the EEG inverse problem," IEEE Trans. on Biomedical Engineering, Vol. 53, pp. 421-429, Mar. 2006.
  181. Z. Liu and A. Nehorai, "Detection of particle sources with directional detector arrays and a mean-difference test," IEEE Trans. Signal Processing, Vol. 53, pp. 4472-4484, Dec. 2005.
  182. M. M. Nikolić, A. R. Djordjević, and A. Nehorai, "Microstrip antennas with suppressed radiation in horizontal directions and reduced coupling," IEEE Trans. Antennas Propagat., Vol. 53, pp. 3468-3476, Nov. 2005.
  183. G. Shi and A. Nehorai, "Maximum likelihood estimation of point scatterers for computational time-reversal imaging," Communications in Information and Systems, Vol. 5, No. 2, pp. 227-256, 2005.
  184. F. Bijma, J. C. de Munck, H. M. Huizenga, R. M. Heethaar, and A. Nehorai, "Simultaneous estimation and testing of sources in multiple MEG data sets," IEEE Trans. on Signal Processing, Vol. 53, pp. 3449-3460, Sep. 2005.
  185. N. von Ellenrieder, C. H. Muravchik, and A. Nehorai, "MEG forward problem formulation using equivalent surface current densities," IEEE Trans. Biomedical Engineering, Vol. 52, pp. 1210-1217, July 2005.
  186. D. Gutierrez, A. Nehorai, and H. Preissl, "Ellipsoidal head model for fetal magnetoencephalography: forward and inverse solutions," Physics in Medicine and Biology, Vol. 50, No. 9, pp. 2141-2157, May 2005.
  187. I. S. Yetik, A. Nehorai, C. H. Muravchik, and J. Haueisen, "Line-source modeling and estimation with magnetoencephalography," IEEE Trans. Biomedical Engineering, Vol. 52, pp. 839-851, May 2005.
  188. L. Waldorp, H. Huizenga, A. Nehorai, R. Grasman, and P. Molenaar, "Model selection in spatio-temporal electromagnetic source analysis," IEEE Trans. Biomedical Engineering, Vol. 52, pp. 414-420, Mar. 2005.
  189. I. S. Yetik, A. Nehorai, J. Lewine, and C. H. Muravchik, "Distinguishing between moving and stationary sources using EEG/MEG measurements with an application to epilepsy," IEEE Trans. Biomedical Engineering, Vol. 52, pp. 471-479, Mar. 2005.
  190. N. von Ellenrieder, C. H. Muravchik, and A. Nehorai, "A meshless method for solving the EEG forward problem," IEEE Trans. Biomedical Engineering, Vol. 52, pp. 249-257, Feb. 2005.
  191. D. Gutierrez, A. Nehorai, and C. H. Muravchik, "Estimating brain conductivities and dipole source signals with EEG arrays," IEEE Trans. Biomedical Engineering, Vol. 51, pp. 2113-2122, Dec. 2004.
  192. A. Jeremic, T. A. Thomas, and A. Nehorai, "OFDM channel estimation in the presence of interference," IEEE Trans. Signal Processing, Vol. 52, pp. 3429-3439, Dec. 2004.
  193. J. Francos and A. Nehorai, "Interference mitigation in STAP using the two-dimensional Wold decomposition model," IEEE Trans. Signal Processing, Vol. SP-51, pp. 2461-2470, Oct. 2003.
  194. A. Dogandzic and A. Nehorai, "Generalized multivariate analysis of variance: a unified framework for signal Processing in correlated noise," IEEE Signal Processing Magazine, Vol. 20, pp. 39-54, Sep. 2003.
  195. I. S. Yetik and A. Nehorai, "Beamforming using the fractional Fourier transform," IEEE Trans. Signal Processing, Vol. 51, pp. 1663-1668, June 2003.
  196. M. Hawkes and A. Nehorai, "Wideband source localization using a distributed acoustic vector-sensor array," IEEE Trans. Signal Processing, Vol. 51, pp. 1479-1491, June 2003.
  197. Y. Huang, A. Nehorai, and G. Friedman, "Mutual coupling of two collocated orthogonally oriented circular thin-wire loops," IEEE Trans. Antennas and Propagat, Vol. AP-51, pp. 1307-1314, June, 2003.
  198. J. Yang, F-L. Luo, and A. Nehorai, "Spectral contrast enhancement: algorithms and comparisons," Speech Communication, Vol. 39, No. 1-2, pp. 33-46, Jan. 2003.
  199. C-C. Ko, J. Zhang, and A. Nehorai, "Separation and tracking of multiple broadband sources with one electromagnetic vector sensor," IEEE Trans. on Aerospace and Electronic Systems, Vol. 38, pp. 1109-1116, July 2002.
  200. F-L. Luo, J. Yang, C. Pavlovic and A. Nehorai, "Adaptive null-forming scheme in digital hearing aids," IEEE Trans. on Signal Processing, Vol. SP-50, pp. 1583-1590, July 2002.
  201. A. Dogandzic and A. Nehorai, "Finite-length MIMO equalization using canonical correlation analysis," IEEE Trans. on Signal Processing, Vol. SP-50, pp. 984-989, Apr. 2002.
  202. A. Dogandzic and A. Nehorai, "Space-time fading channel estimation and symbol detection in unknown spatially correlated noise," IEEE Trans. on Signal Processing, Vol. SP-50, pp. 457-474, Mar. 2002.
  203. M. Hawkes and A. Nehorai, "Acoustic vector-sensor correlations in ambient noise," IEEE J. Oceanic Eng., Vol. 26, pp. 337-347, July 2001.
  204. A. Dogandzic and A. Nehorai, "Cramér-Rao bounds for estimating range, velocity, and direction with an active sensor array," IEEE Trans. on Signal Processing, Vol. SP-49, pp. 1122-1138, June 2001.
  205. C. H. Muravchik and A. Nehorai, "EEG/MEG error bounds for a static dipole source with a realistic head model," IEEE Trans. on Signal Processing, Vol. SP-49, pp. 470-484, Mar. 2001.
  206. M. Hawkes and A. Nehorai, "Acoustic vector-sensor processing in the presence of a reflecting boundary," IEEE Trans. on Signal Processing, Vol. SP-48, pp. 2981-2993, Nov. 2000.
  207. C. H. Muravchik, O. Bria, and A. Nehorai, "EEG/MEG error bounds for a dynamic dipole source with a realistic head model," Methods of Information in Medicine, Vol. 39, No. 2, pp. 110-113, 2000.
  208. A. Nehorai and M. Hawkes, "Performance bounds for estimating vector systems," IEEE Trans. on Signal Processing, Vol. SP-48, pp. 1737-1749, June 2000 .
  209. A. Jeremic and A. Nehorai, "Landmine detection and localization using chemical sensor array Processing," IEEE Trans. on Signal Processing, Vol. SP-48, pp. 1295-1305, May 2000.
  210. J. C. McEachen, A. Nehorai, and J. S. Duncan, "Multiframe temporal estimation of cardiac non-rigid motion," IEEE Trans. on Image Processing, Vol. 9, pp. 651-665, Apr. 2000.
  211. A. Dogandzic and A. Nehorai, "Estimating evoked dipole responses in unknown spatially correlated noise with EEG/MEG arrays," IEEE Trans. on Signal Processing, Vol. SP-48, pp. 13-25, Jan. 2000.
  212. N. Zou and A. Nehorai, "Detection of ship wakes using an airborne magnetic transducer," IEEE Trans. on Geoscience and Remote Sensing, Vol. 38, pp. 532-539, Jan. 2000.
  213. C-M. See, C. F. N. Collins, and A. Nehorai, "Spatio-temporal channel identification and equalization in the presence of strong co-channel interference," Signal Processing, Vol. 78, Issue 2, pp. 127-138, 1999.
  214. A. Nehorai and P. Tichavsky, "Cross-product algorithms for source tracking using an EM vector sensor," IEEE Trans. on Signal Processing, Vol. SP-47, pp. 2863-2867, Oct., 1999.
  215. K-C. Ho, K-C. Tan, and A. Nehorai, "Estimating directions of arrival of completely and incompletely polarized signals with electromagnetic vector sensors," IEEE Trans. on Signal Processing, Vol. SP-47, pp. 2845-2852, Oct., 1999.
  216. A. Nehorai, K. C. Ho, and B. T. G. Tan, "Minimum-noise-variance beamformer with an electromagnetic vector sensor," IEEE Trans. on Signal Processing, Vol. SP-47, pp. 601-618, Mar. 1999.
  217. M. Hawkes and A. Nehorai, "Effects of sensor placement on acoustic vector-sensor array performance," IEEE J. Oceanic Eng., Vol. 24, pp. 33-40, Jan. 1999.
  218. A. Jeremic and A. Nehorai, "Design of chemical sensor arrays for monitoring disposal sites on the ocean floor," IEEE J. Oceanic Eng., Vol. 23, pp. 334-343, Oct. 1998.
  219. M. Hawkes and A. Nehorai, "Acoustic vector-sensor beamforming and capon direction estimation," IEEE Trans. on Signal Processing, Vol. SP-46, pp. 2291-2304, Sept. 1998.
  220. A. Nehorai, "Advanced-sensor signal Processing," (part of "Highlights of statistical signal and sensor array Processing,") IEEE Signal Processing Magazine, Vol. 15, pp. 43-45, Sept. 1998. (Invited for the 50th Anniversary of the IEEE SP Society.)
  221. P. Tichavsky, C. H. Muravchik, and A. Nehorai, "Posterior Cramér-Rao bounds for discrete-time nonlinear filtering," IEEE Trans. on Signal Processing, Vol. SP-46, pp. 1386-1396, May 1998.
  222. P. Tichavsky and A. Nehorai, "Comparative study of four adaptive frequency trackers," IEEE Trans. on Signal Processing, Vol. SP-45, pp. 1473-1485, June 1997.
  223. B. Hochwald and A. Nehorai, "On identifiability and information-regularity in parametrized normal distributions," Circ. Sys. Signal Proc., Vol. 16, No. 1, pp. 83-89, 1997.
  224. B. Hochwald and A. Nehorai, "Magnetoencephalography processing with diversely-oriented and multi-component sensors," IEEE Trans. on Biomedical Engineering, Vol. 44, pp. 40-50, Jan. 1997.
  225. K.-C. Tan, K.-C. Ho, and A. Nehorai, "Linear independence of steering vectors of an electromgnetic vector sensor," IEEE Trans. on Signal Processing, Vol. SP-44, pp. 3099-3107, Dec. 1996.
  226. B. Porat and A. Nehorai, "Localizing vapor-emitting sources by moving sensors," IEEE Trans. on Signal Processing, Vol. SP-44, pp. 1018-1021, April 1996.
  227. K.-C. Tan, K.-C. Ho, and A. Nehorai, "Uniqueness study of measurements obtainable with arrays of electromagnetic vector sensors," IEEE Trans. on Signal Processing, Vol. SP-44, pp. 1036-1039, April 1996.
  228. S. Anderson and A. Nehorai, "Analysis of a polarized seismic wave model," IEEE Trans. on Signal Processing, Vol. SP-44, pp. 379-386, Feb. 1996.
  229. B. Hochwald and A. Nehorai, "Identifiability in array processing models with vector-sensor applications," IEEE Trans. on Signal Processing, Vol. SP-44, pp. 83-95, Jan. 1996.
  230. B. C. Ng and A. Nehorai, "Active array sensor localization," Signal Processing, Vol. 44, No. 3, pp. 309-327, 1995.
  231. P. Stoica and A. Nehorai, "On the concentrated stochastic likelihood function in array signal Processing," Circ. Sys. Signal Proc., Vol. 14, No. 5, pp. 669-674, 1995.
  232. P. Stoica, P. Händel and A. Nehorai, "Improved sequential MUSIC," IEEE Trans. on Aerospace and Electronic Systems, Vol. 31, pp. 1230-1239, Oct. 1995.
  233. S. Anderson and A. Nehorai, "Optimal dimension reduction for array processing -- generalized," IEEE Trans. on Signal Processing, Vol. SP-43, pp. 2025-2027, Aug. 1995.
  234. B. Hochwald and A. Nehorai, "Polarimetric modeling and parameter estimation with applications to remote sensing," IEEE Trans. on Signal Processing, Vol. SP-43, pp. 1923-1935, Aug. 1995.
  235. B. Hochwald and A. Nehorai, "Minimum bias priors for estimating parameters of additive terms in state-space models," IEEE Trans. Automat. Contr., Vol. 40, pp. 684-693, May 1995.
  236. M. Viberg, B. Ottersten, and A. Nehorai, "Performance analysis of direction finding with large arrays and finite data," IEEE Trans. on Signal Processing, Vol. SP-43, pp. 469-477, Feb. 1995.
  237. A. Nehorai, B. Porat, and E. Paldi, "Detection and localization of vapor-emitting sources," IEEE Trans. on Signal Processing, Vol. SP-43, pp. 243-253, Jan. 1995.
  238. P. Stoica, A. Nehorai, and T. Söderström, "Decentralized array processing using the MODE algorithm," Circ. Sys. Signal Proc, Vol. 14, No. 1, pp. 17-38, 1995.
  239. A. Nehorai and E. Paldi, "Acoustic vector-sensor array processing," IEEE Trans. on Signal Processing, Vol. SP-42, pp. 2481-2491, Sept. 1994.
  240. B. Hochwald and A. Nehorai, "Concentrated Cramér-Rao bound expressions," IEEE Trans. on Information Theory, Vol. 40, pp. 363-371, Mar. 1994.
  241. D. Starer and A. Nehorai, "Passive localization of near-field sources by path following," IEEE Trans. on Signal Processing, Vol. SP-42, pp. 677-680, Mar. 1994.
  242. A. Nehorai and E. Paldi, "Vector-sensor array processing for electromagnetic source localization," IEEE Trans. on Signal Processing, Vol. SP-42, pp. 376-398, Feb. 1994.
  243. P. Händel and A. Nehorai, "Tracking analysis of an adaptive notch filter with constrained poles and zeros," IEEE Trans. on Signal Processing, Vol. SP-42, pp. 281-291, Feb. 1994.
  244. D. Starer and A. Nehorai, "Newton algorithms for conditional and unconditional maximum likelihood estimation of the parameters of exponential signals in noise," IEEE Trans. on Signal Processing, Vol. SP-40, pp. 1528-1534, June 1992.
  245. T. Wigren and A. Nehorai, "Asymptotic Cramér-Rao bounds for estimation of damped sine wave parameters in noise," IEEE Trans. on Signal Processing, Vol. SP-39, pp. 1017-1020, April 1991.
  246. P. Stoica and A. Nehorai, "Comparative performance study of element-space and beam-space MUSIC estimators," Circ. Sys. Signal Proc., Vol. 10, No. 3, pp. 285-292, 1991.
  247. A. Nehorai, D. Starer and P. Stoica, "Direction-of-arrival estimation in applications with multipath and few snapshots," Circ. Sys. Signal Proc., Vol. 10, No. 3, pp. 327-342, 1991.
  248. P. Stoica and A. Nehorai, "Convergence analysis of an adaptive pseudolinear-regression notch filtering algorithm," Circ. Sys. Signal Proc., Vol. 10, No. 2, pp. 245-259, 1991.
  249. P. Stoica and A. Nehorai, "Performance comparison of sub space rotation and MUSIC methods for direction estimation," IEEE Trans. on Signal Processing, Vol. ASSP-39, pp. 446-453, Feb. 1991.
  250. D. Starer and A. Nehorai, "Adaptive polynomial factorization by coefficient matching," IEEE Trans. on Signal Processing, Vol. ASSP-39, pp. 527-530, Feb. 1991.
  251. P. Stoica and A. Nehorai, "MUSIC, maximum likelihood and Cramér-Rao bound: further results and comparisons," IEEE Trans. Acoust., Speech, Signal Processing, Vol. ASSP-38, pp. 2140-2150, Dec. 1990.
  252. P. Stoica and A. Nehorai, "Performance study of conditional and unconditional direction-of-arrival estimation," IEEE Trans. Acoust., Speech, Signal Processing, Vol. ASSP-38, pp. 1783-1795, Oct. 1990.
  253. A. Zeira and A. Nehorai, "Frequency domain Cramér-Rao bounds for Gaussian processes," IEEE Trans. Acoust., Speech, Signal Processing, Vol. ASSP-38, pp. 1063-1066, June 1990.
  254. A. Nehorai and D. Starer, "Adaptive pole estimation," IEEE Trans. Acoust., Speech, Signal Processing, Vol. ASSP-38, pp. 825-838, May 1990.
  255. P. Stoica and A. Nehorai, "MUSIC, maximum likelihood and Cramér-Rao bound," IEEE Trans. Acoust., Speech, Signal Processing, Vol. ASSP-37, pp. 720-741, May 1989.
  256. P. Stoica and A. Nehorai, "Stability of least-squares models fitted to multivariable input-output data," Int. Jour. Contr., Vol. 50, pp. 1249-1257, April 1989.
  257. P. Stoica and A. Nehorai, "Statistical analysis of two non-linear least-squares estimators of sine wave parameters in the colored noise case," Circ. Sys. Signal Proc., Vol. 8, No. 1, pp. 3-15, 1989.
  258. A. Nehorai and P. Stoica, "Adaptive algorithms for constrained ARMA signals in the presence of noise," IEEE Trans. Acoust., Speech, Signal Processing, Vol. ASSP-36, pp. 1282-1291, Aug. 1988.
  259. P. Stoica and A. Nehorai, "Non-iterative optimal min-max instrumental variable method for system identification," Int. Jour. Contr., Vol. 47, pp. 1759-1769, June 1988.
  260. P. Stoica and A. Nehorai, "Performance analysis of an adaptive notch filter with constrained poles and zeros," IEEE Trans. Acoust., Speech, Signal Processing, Vol. ASSP-36, pp. 911-919, June 1988.
  261. P. Stoica and A. Nehorai, "Study of the statistical performance of the Pisarenko harmonic decomposition method," Proc. IEE, Vol. 135, Pt. F, pp. 161-168, Apr. 1988.
  262. P. Stoica and A. Nehorai, "On the asymptotic distribution of exponentially weighted prediction error estimators," IEEE Trans. Acoust., Speech, Signal Processing, Vol. ASSP-35, pp. 136-139, Jan. 1988.
  263. A. Nehorai and P. Stoica, "Adaptive parameter estimation for a constrained low-pass system," IEEE Trans. Automat. Contr., Vol. AC-33, pp. 109-112, Jan. 1988.
  264. P. Stoica, A. Nehorai and S. Kay, "Statistical analysis of the least squares autoregressive estimator in the presence of noise," IEEE Trans. Acoust., Speech, Signal Processing, Vol. ASSP-35, pp. 1273-1281, Sept. 1987.
  265. P. Stoica and A. Nehorai, "On the uniqueness of prediction error models for systems with noisy input-output data," Automatica, Vol. 23, pp. 541-543, July 1987.
  266. P. Stoica and A. Nehorai, "An asymptotically efficient ARMA estimator based on sample covariances," IEEE Trans. Automat. Contr., Vol. AC-31, pp. 1068-1071, Nov. 1986.
  267. A. Nehorai and B. Porat, "Adaptive comb filtering for harmonic signal enhancement," IEEE Trans. Acoust., Speech, Signal Processing, Vol. ASSP-34, pp. 1124-1138, Oct. 1986.
  268. P. Stoica and A. Nehorai, "The poles of symmetric linear prediction models lie on the unit circle," IEEE Trans. Acoust., Speech, Signal Processing, Vol. ASSP-34, pp. 1344-1346, Oct. 1986.
  269. A. Nehorai and M. Morf, "A unified derivation for the fast estimation algorithms by the conjugate direction method," Linear Algebra and Applications, Vol. 72, pp. 119-143, Dec.. 1985.
  270. A. Nehorai, "A minimal parameter adaptive notch filter with constrained poles and zeros," IEEE Trans. Acoust., Speech, Signal Processing, Vol. ASSP-33, pp. 983-996, Aug. 1985.
  271. A. Nehorai and M. Morf, "A mapping result between Wiener theory and Kalman filtering for nonstationary processes," IEEE Trans Automat. Contr., Vol. AC-30, pp. 175-178, Feb. 1985.
  272. A. Nehorai and M. Morf, "Recursive identification algorithms for right matrix fraction description models," IEEE Trans. Automat. Contr., Vol. AC-29, pp. 1103-1106, Dec. 1984.
  273. A. Nehorai, G. Su, and M. Morf, "Estimation of time differences of arrival by pole decomposition," IEEE Trans. Acoust., Speech, Signal Processing, Vol. ASSP-31, pp. 1478-1492, Dec.1983.
  274. A. Nehorai and M. Morf, "A relationship between the Levinson algorithm and the conjugate direction method," IEEE Trans. Acoust., Speech, Signal Processing, Vol. ASSP-31, pp. 506-508 April 1983.
  275. A. Nehorai and M. Morf, "Enhancement of sinusoids in colored noise and the whitening performance of exact least squares predictors," IEEE Trans. Acoust., Speech, Signal Processing, Vol. ASSP-30, pp. 353-363 June 1982.
  276. V. U. Reddy and A. Nehorai, "Response of the adaptive line enhancer to a sinusoid in lowpass noise," Proc. IEE, Vol. 128, Pt. F, pp. 161-166, June 1981.
    † indicates equal contribution.
    ‡ Copyright (2013) American Institute of Physics. This article may be downloaded for personal use only. Any other use requires prior permission of the author and the American Institute of Physics. The article can be found at        (http://link.aip.org/link/?BMF/7/014112&aemail=author).

CVPR and NIPS Papers

  1. Z. Zhang, Y. Xiang, L. Wu, B. Xue, and A. Nehorai, "KerGM: Kernelized graph matching," Advances in Neural Information Processing Systems (NeurIPS) 32, Vancouver, Canada, Dec. 8-14, 2019. [spotlight presentation, top 3.0%]
  2. L. Wu†, Z. Zhang†, A. Nehorai, L. Zhao, and F. Xu, "SAGE: Scalable attributed graph embeddings for graph classification," The International Conference on Learning Representations (ICLR) Workshop on Representation Learning on Graphs and Manifolds, New Orleans, LA, May 6, 2019, pp. 1-9.
  3. Z. Zhang, M. Wang, Y. Xiang, Y. Huang, and A. Nehorai, "RetGK: Graph kernels based on return probabilities of random walks," Advances in Neural Information Processing Systems (NeurIPS) 31, Montréal, Canada, Dec. 3-8, 2018, pp. 3964-3974.
  4. Z. Zhang, M. Wang, Y. Huang, and A. Nehorai, "Aligning infinite-dimensional covariance matrices in reproducing kernel Hilbert spaces for domain adaptation," IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, USA, June 18-22, 2018, pp. 3437-3445.
  5. A. G. Wilson†, E. Gilboa†, A. Nehorai, and J. P. Cunningham, "Fast kernel learning for multidimensional pattern extrapolation," in Advances in Neural Information Processing Systems (NIPS) 27, pp.3626-3634, Curran Associates, Inc., Montreal, CA, Dec. 2014.
    † indicates equal contribution.

Book Chapters

  1. M. Akcakaya, C. Muravchik, and A. Nehorai, "Biologically inspired antenna array design using Ormia modeling," in Biomimetic Technologies: Volume 1 - Materials and Sensors, (Ch. 16, pp. 335-364, T. D. Ngo Ed.), Woodhead Publishing, Cambridge, UK, 2015.
  2. A. Nehorai and G. Tang, "Bounds on estimation," in Encyclopedia of Systems and Control, (Sec. 69-2, pp. 1-8, J. Baillieul and T. Samad, Eds.), Springer, London, UK, 2015.
  3. Z. Tan, P. Yang, and A. Nehorai, "An optimal and distributed control strategy for charging plug-in electrical vehicles in the future smart grid," in Plug-In Electric Vehicles in Smart Grid: Management and Control Strategies, (Ch. 4, pp. 79-106, S. Rajakaruna, Ed.), Springer, Berlin Heidelberg, 2014.
  4. P. Chavali and A. Nehorai, "Urban target tracking using sparse representations," in Compressive Sensing for Urban Radar, (Ch. 10, pp. 327-359, M. Amin, Ed.), CRC, 2014.
  5. S. Sen, G. Tang, and A. Nehorai, "Designing OFDM radar waveform for target detection using multi-objective optimization," in Advances in Heuristic Signal Processing and Applications, (Ch 3, pp. 35-61, A. Chatterjee, H. Nobahari and P. Siarry, Eds.), Springer, 2013.
  6. M. Hurtado, S. Gogineni, and A. Nehorai, "Adaptive polarization design for target detection and tracking," in Waveform Design and Diversity for Advanced Radar Systems, (Ch. 16, pp. 453-496, F. Gini, A. De Maio, and L. Patton, Eds.), IET, 2011. *
  7. P. Sarder, W. Zhang, J. P. Cobb, and A. Nehorai, "Gene reachability using page ranking on gene co-expression networks," in Link Mining: Models, Algorithms, and Applications, (Ch. 21, pp. 557-568, P. S. Yu, C. Faloutsos, and J. Han, Eds.), Springer, 2010.*
  8. A. Leshem, O. Naparstek, and A. Nehorai, "Information theoretic radar waveform design for multiple targets," Principles of Waveform Diversity and Design, (Ch. 76, pp. 1129-1139, V. Amuso, S. Blunt, E. Mokole, R. Schneible and M. Wicks, Eds.), Raleigh, NC: SciTech Publishing, Inc, 2010.*
  9. M. Hurtado and A. Nehorai, "Polarization diversity for detecting targets in heavy inhomogeneous clutter," Principles of Waveform Diversity and Design, (Ch. 77, pp. 1140-1161, V. Amuso, S. Blunt, E. Mokole, R. Schneible and M. Wicks, Eds.), Raleigh, NC: SciTech Publishing, Inc, 2010.*
  10. M. Ortner and A. Nehorai, "Biochemical transport modeling estimation and detection in realistic environments," Handbook on Array Processing and Sensor Networks, (Ch. 27, pp. 831-854, S. Haykin and K. J. Ray Liu, Eds.), New York, NY: John Wiley & Sons, 2010.*
  11. P. Tichavsky, C. H. Muravchik, and A. Nehorai, "Posterior Cramér-Rao bounds for discrete-time nonlinear filtering," in Bayesian Bounds for Parametric Estimation and Nonlinear Filtering/Tracking, (H. L. Van Trees and K. L. Bell, Eds.), pp. 686-696, New York, NY: John Wiley & Sons, 2007.*
  12. A. Nehorai and M. Hawkes, "Performance bounds for estimating vector systems," in Bayesian Bounds for Parametric Estimation and Nonlinear Filtering/Tracking, (H. L. Van Trees and K. L. Bell, Eds.), pp. 467-479, New York, NY: John Wiley & Sons, 2007.*
  13. Y. Eldar and A. Nehorai, "Mean squared error beamforming for signal estimation: a competitive approach," in Robust Adaptive Beamforming, (J. Li and P. Stoica, Eds.), pp. 259-298, New York, NY: John Wiley & Sons, 2005.*
  14. A. Dogandzic and A. Nehorai, "EEG/MEG spatio-temporal dipole source estimation and array design," in High-resolution and Robust Signal Processing, (Y. Hua, A. B. Gershman, and Q. Cheng, Eds.), Ch. 7, pp. 393-442, New York: Marcel Dekker, 2004.*
  15. A. Nehorai, K. -C. Ho and B. T. G. Tan, "Electromagnetic vector sensors with beamforming applications," Handbook on Antennas in Wireless Communications, (L. Godara, Ed.), pp. 17.1-17.20, CRC Press, 2001.*
  16. A. Nehorai and E. Paldi, "Electromagnetic vector-sensor array processing," in Digital Signal Processing Handbook, (V. Madisetti and D. Williams, eds.), pp. 65.1-65.26, CRC Press, 1998.*
  17. M. Hawkes and A. Nehorai, "Bearing estimation with acoustic vector-sensor arrays," in Acoustic Particle Velocity Sensors: Design, Performance, and Applications, (M. J. Berliner and J. F. Lindberg,) pp. 345-358, AIP Press, 1996.*
  18. A. Nehorai, G. Su, and M. Morf, "Estimation of time differences of arrival by pole decomposition," in Coherence and Time Delay Estimation, (G. C. Carter, ed.), pp. 150-163, IEEE Press, 1993.*
  19. B. Ottersten, M. Viberg, P. Stoica, and A. Nehorai, "Exact and large sample approximations of maximum likelihood techniques for parameter estimation and detection in array processing," in Radar Array Processing, (S. Haykin, J. Litva, and T. Shepherd, eds.), pp. 99-151, Springer-Verlag, 1993.*
  20. P. Stoica and A. Nehorai, "Statistical efficiency study of direction estimation methods. Part II: analysis of weighted MUSIC and MLM," in Chapter 8, Advances in Spectrum Analysis and Array Processing, Vol. II, (S. Haykin, ed.), pp. 307-325, Prentice Hall, 1991.*
  21. P. Stoica and A. Nehorai, "Statistical efficiency study of direction estimation methods. Part I: analysis of MUSIC and preliminary study of MLM," in Chapter 7, Advances in Spectrum Analysis and Array Processing, Vol. II, (S. Haykin, ed.), pp. 263-305, Prentice Hall, 1991.*
  *Some of thhe above pdf files may not be exactly the same as those in the published book chapters, but should be similar.

Patents

  1. M. Lew, H. Mazidisharfabadi, and A. Nehorai, "Methods for quantifying and enhancing accuracy in microscopy using measures of localization confidence," U.S. Patent No. 11,300,515, April 12, 2022.
  2. F-L. Luo, C. Pavlovic, and A. Nehorai, "Two-stage adaptive feedback cancellation scheme for hearing instruments," U.S. Patent No. 6,754,356, June 22, 2004.
  3. A. Nehorai and E. Paldi, "Method for electromagnetic source localization," U.S. Patent No. 5,315,308, May 24, 1994.
Publications by Subjects (Partial List)
Leadership Reflections Articles