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Ido Nevat

Address: Singapore

E-mail: idonevat@gmail.com

 

Ido Nevat research

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

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