Ido Nevat
Professional info
Skills
Research in statistical signal processing.
I work on various problems in wireless sensor networks, wireless communications and enviromental monitoring.
Applications include spectrum sensing for cognitive Radio, channel estimation in wireless networks, spatial-temporal estimation, source localization and resource allocation problems.
My main focus is Bayesian statistics, specifically Gaussian Processes, Kernel methods, Copula theory, Trans-dimensional Markov chain Monte Carlo, linear & non-linear filtering (Kalman filter, Extended Kalman filter, particle filters etc.), stochastic optimisation and likelihood-free inference.
Statistical Signal Processing
- Nonparametric regression
- Gaussian Processes
- Copula theory
- Linear & non-linear filtering
- stochastic optimization
- likelihood-free inference.
Work experience
Team Leader - Statistical Modelling, TUM CREATE, Singapore
2017 - current
Development of statistical models for environmental monitoring.
Team Leader - Statistical Modelling, Institute for Infocomm Research (I2R), A*STAR, Singapore
2015 - 2016
Development of statistical models for environmental monitoring.
Scientist, Institute for Infocomm Research (I2R), A*STAR, Singapore
2013 - 2016
Research in statistical signal processing for wireless sensor networks.
Research fellow, CSIRO, Sydney, Australia
2010 - 2013
Research in statistical signal processing for wireless communications and sensor networks.
Las Technologies, Singapore
2004 - 2005
Datacom Project manager: In charge of all technical responsibilities for law en-
forcement applications for satellite and wireless communications.
AudioCodes, Tel Aviv, Israel
2000 - 2004
DSP Algorithms Engineer: Research, development and implementation of signal
processing algorithms for voice/data over packet telephony.
Comverse, Tel Aviv, Israel
1998 - 2000
DSP Engineer: Development and implementation of signal processing algorithms for
voice, data and audio applications.
Intel, Haifa, Israel
1997 - 1998
Design Verication Engineer
2010 - present
2010 - present
Education
Ph.D. in Electrical Engineering - University of New South Wales (UNSW), Sydney, Australia
2005-2009
PhD. in statistical signal processing for wireless communications.
Thesis title: "Topics in Statistical Signal Processing for Wireless Communication Systems".
B.Sc in Electrical Engineering - Technion - Israel Institute of Technology
1994-1998
Major in Signal Processing and Communications