Arash Mohammadi, PhD, P.Eng. (PEO)
- Associate Professor, Concordia Institute for Information Systems Engineering
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Biography
Research interests
My research interests are in the general area of Statistical Signal and Image Processing and their applications including but not limited to:
1. Estimation, Detection, Tracking, and Information Fusion Theory
2. Distributed Signal Processing in Agent/Sensor Networks
3. Systems with Non-Linear Dynamics
4. Signal Processing and Control in Cyber-Physical Systems (CPS)
5. Security and Privacy of Signal Processing Solutions
6. Smart Grids, Distributed Camera Networks, Vehicular Networks, Social Networks, and Robotics.
My research interests are in the general area of Statistical Signal and Image Processing and their applications including but not limited to:
1. Estimation, Detection, Tracking, and Information Fusion Theory
2. Distributed Signal Processing in Agent/Sensor Networks
3. Systems with Non-Linear Dynamics
4. Signal Processing and Control in Cyber-Physical Systems (CPS)
5. Security and Privacy of Signal Processing Solutions
6. Smart Grids, Distributed Camera Networks, Vehicular Networks, Social Networks, and Robotics.
Teaching activities
INSE 6310
Systems Engineering Maintenance Management
(Winter-2016)
This course teaches basic concepts, models, methods and tools in maintenance management. The related reliability concepts, deterministic replacement, preventive maintenance and condition based maintenance will be discussed. Case studies will be performed. Software tools will be introduced.
Sample Research Publications
Arash Mohammadi and Konstantinos N. Plataniotis, "Improper Complex-Valued Multiple-Model Adaptive Estimation," IEEE Transactions on Signal Processing, vol. 63, no. 6, pp. 1528-1542, 2015.Arash Mohammadi and Konstantinos N. Plataniotis, "Improper Complex-Valued Bhattacharyya Distance," IEEE Transactions on Neural Networks and Learning Systems, 2015. In Press.Arash Mohammadi and Konstantinos N. Plataniotis, "Distributed Widely Linear Multiple-Model Adaptive Estimation," IEEE Transactions on Signal and Information Processing over Networks vol. 1, no. 3, pp. 164-179, Sept. 2015.Arash Mohammadi and Amir Asif, "Distributed Consensus Innovation Particle Filtering for Bearing/Range Tracking with Communication Constraints," IEEE Transactions on Signal Processing, vol. 63, no. 3, pp. 620-635, 2015.Arash Mohammadi and Amir Asif, " Consensus-based Distributed Dynamic Sensor Selection in Decentralised Sensor Networks Using the Posterior Cramer-Rao Lower Bound," Signal Processing, vol. 108, pp. 558-575, 2015.Arash Mohammadi and Amir Asif, "Full and Reduced-order Distributed Bayesian Estimation: Analytical Performance Bounds," IEEE Transaction on Aerospace and Electronic Systems, vol. 50, issue 4, pp. 2468-2488, 2014.Arash Mohammadi and Amir Asif, "Distributed Particle Filter Implementation with Intermittent/Irregular Consensus Convergence," IEEE Transactions on Signal Processing, vol. 61, no. 10, pp. 2572-2587, May 15, 2013.
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