You are here


Hanoch Lev-Ari

426 Dana Research Center
360 Huntington Avenue
Boston, MA 02115


Dr. Lev-Ari received the BS (Summa Cum Laude), and the MS degrees in Electrical Engineering from the Technion, Israel Institute of Technology, in 1971 and 1978, respectively; and the PhD in Electrical Engineering from Stanford University, Stanford, CA, in 1984.

Dr. Lev-Ari was a research scientist with Integrated Systems, Inc., Palo Alto, CA from 1982 to 1984. During 1985 he held a joint appointment as an adjunct research professor of Electrical Engineering with the Naval Postgraduate School, Monterey, CA and as a research associate with the Information Systems Laboratory at Stanford. During 1987-1988 he also consulted to Saxpy Computer Corp. He stayed at Stanford as a senior research associate until 1990, when he joined Northeastern University. During 1994-1996 he was the Director of the Communications and Digital Signal Processing (CDSP) Center at Northeastern University. Professor Lev-Ari served as an Associate Editor of Circuits, Systems and Signal Processing, and of Integration, the VLSI Journal, and is currently serving as an Associate Editor of the IEEE Transactions on Circuits & Systems I. He has authored/coauthored over 50 journal publications and over 60 conference papers. He is a member of SIAM, and a Fellow of the IEEE.

Dr. Lev-Ari has supervised the research of 13 MS students and 13 PhD candidates. His research interests include model-based spectrum analysis and estimation for non-stationary signals, scale-recursive (multirate) detection and estimation of random signals, Markov renewal models for non-stationary signals, and adaptive linear and non-linear filtering techniques, with applications to channel equalization, over-the horizon (OTH) radar, automatic target detection and recognition, identification of time-variant systems, and adaptive compensation in polyphase power systems. His past research has involved a number of mathematical techniques and a variety of applications in signal processing and linear systems, including: lossless cascade models for multiple-input/multiple-output systems; extension of maximum-entropy techniques to multi-dimensional signal processing; and characterization of structured matrices.


  • PhD, Stanford University, 1984. Joined Northeastern in 1990.

Research & Scholarship Interests

Adaptive filtering, Statistical signal processing, spectrum analysis and estimation, networked dynamic state estimation.
Affiliated With

Department Research Areas

College Research Initiatives

Honors & Awards

  • Fellow, Institute of Electrical and Electronics Engineers

Selected Publications

  • H. Lev-Ari, R.D. Hernandez, A.M. Stankovic and E.A.Marengo Adaptive Near-Optimal Compensation in Lossy Polyphase Power Systems, IEEE Transactions on Control Systems Technology, 26(2), 2018, 732-739
  • P. Ren, H. Lev-Ari and A. Abur, Tracking Three Phase Untransposed Transmission Line Parameters Using Synchronized Measurements, IEEE Transactions on Power Systems, 33(4), 2018, 4155-4163
  • P. Hajiyani, H. Lev-Ari, A.M. Stankovic, Mitigating Bad Data and Measurement Delay in Nonlinear Dynamic State Estimation, Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS), Montreal, 2016
  • P. Ren, H. Lev-Ari, A. Abur, Robust Continuous-Discrete Kalman Filter for Estimating Machine States with Model Uncertainties, 19th Power Systems Computation Conference (PSCC), Genoa, Italy, 2016
  • P. Argyropoulos, H. Lev-Ari, A. Abur, Subband Transmission Line Modeling for Robust Power System Transient Simulation, IEEE PES General Meeting, Denver, 2015
  • P.E. Argyropoulos, H. Lev-Ari, Wavelet Customization for Improved Fault Location Quality in Power Networks, IEEE Transactions on Power Delivery, 30(5), 2015, 2215-2223
  • B. Yan, H. Lev-Ari, A.M. Stankovic, Robust Continuous-Discrete Kalman Filter for Time-Stamped Delay Mitigation in Networked Estimation and Control Systems, 46th North American Power Symposium, Pullman, 2014
  • L. Peng, H. Lev-Ari, Estimating the Autocorrelation Function of an Arbitrarily Time-Variant System Response, IEEE International Conference on Acoustics, Speech and Signal Processing, Vancouver, BC, May 2013, 6249-6253

Related News

September 27, 2012

ECE professors Ali Abur and Hanoch Lev-Ari were awarded a $400K NSF grant to use synchronized measurements to determine where faults are in power systems. The National Science Foundation (NSF) is an...

August 29, 2011

ECE professors Ali Abur, Hanoch Lev-Ari, and former COE professor Alex Stankovic secured a $2.3M grant from the NSF and the Dept. of Energy to help develop the nation's next generation of...

Related Events