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Eran Bashan, PhD |
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I received a PhD degree from the Department of Electrical Engineering and Computer Science: Systems at the University of Michigan, Ann Arbor in May 2008. My research supervisors were professors Alfred Hero and Jeffrey A. Fessler. I also hold a M.Sc. degree from Tel Aviv University at the department of Electrical Engineering – Systems and a B.Sc. degree (cum laude) is from the department of Electrical and Computer Engineering at Ben Gurion University of the Negev. In the winter semester of 2004 I had the opportunity to work with professor Yaakov Bar-Shalom at the University of Connecticut. Office: EECS #4305 |
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Research Interests My main interest is in Estimation Theory and its applications. Some specific examples are listed below. · Efficient Adaptive measurement scenarios. Specifically, I’m interested in efficient search policy of a medium containing very few points of interest, e.g., early detection of breast cancer tumors. In general the problem statement is how to design an optimal system given a certain budget. · Medical imaging applications. · Non-standard problems, where the Fisher Information Measure is singular or almost singular. Another example is when the parameters of interest lie on the boundaries of the parameter space. |
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Publications Journal papers · E. Bashan, R. Raich, and A. O. Hero III, “Optimal Two-stage Search for Sparse Targets using Convex Criteria,” IEEE Trans. On Signal Processing, accepted for publication RR website · E. Bashan, A. J. Weiss and Y. Bar-Shalom, “Estimation Near Zero-Information Points: Angle-Of-Arrival Near the Endfire,” IEEE Trans. On Aerospace and Electronic Systems, vol. 43, no. 4, pp. 1250-1267, Oct. 2007. Other · E. Bashan, “Efficient Resource Allocation Schemes for Search,” Ph.D. Thesis, EECS, University of Michigan, Ann Arbor, MI, May, 2008 · E. Bashan, R. Raich, and A. O. Hero III, “Adaptive sampling: Efficient search schemes under resource constraints,” University of Michigan, Communications and Signal Processing Lab., Tech. Rep. 385, Aug. 2007. · Eran Bashan. "Practical performance of the Maximum Likelihood Estimator for problem characterized by Zero Information points.'' MSc Thesis, EE-Systems Department, Tel-Aviv University, 2003. Talk · Here is a link to my dissertation defense · Here are the relevant slides |
