Department of Microelectronics
Faculty of Electrical Engineering, Mathematics, and Computer Science

dr. H. Jamali-Rad

Guest Assistant Professor
Signal Processing Systems (SPS), Department of Microelectronics

PhD thesis (Dec 2014): Sparsity-Aware Wireless Networks: Localization and Sensor Selection
Promotor: Geert Leus

Expertise: Deep Learning, Computer Vision, Distributed Optimization, Statistical Signal Processing

Themes: XG - Next Generation Sensing and Communication

Biography

Hadi Jamali-Rad is a lead research scientist with Shell, also as of January 2021, a part-time assistant professor with the department of intelligent systems (INSY), Computer Vision Lab, at TU Delft. His research interest lies in the confluence of machine learning and optimization applied to a variety of problems in computer vision, wireless (IoT) networking, and geophysics.

He leads the R&D track of deep learning and computer vision at Shell, as well as major projects in the AI space. Prior to that, he obtained his PhD in statistical signal processing (Cum Laude) under supervision of Prof. Geert Leus from the circuits and systems group (CAS) at TU Delft in 2014. During his PhD, he visited CSIP at Georgia Tech (supervised by Prof. Xiaoli Ma), and STADIUS at KU Leuven (supervised by Prof. Marc Moonen and dr. Toon van Waterschoot).

Projects history

Signal Processing for Self-Organizing Wireless Networks

Mathematical foundations to develop large self-organizing networks based on cognitive radio devices that are capable of sensing the radio spectrum and adapt accordingly.

  1. Primal Recovery from Consensus-Based Dual Decomposition for Distributed Convex Optimization
    A. Simonetto; H. Jamali-Rad;
    J. Optim. Theory Appl.,
    Volume 168, pp. 172-197, 2016. DOI: 10.1007/s10957-015-0758-0
    document

  2. Deterministic Fourier-Based Dictionary Design for Sparse Reconstruction
    D.D. Ariananda; H. Jamali-Rad; Zijian Tang; G. Leus; X. Campman;
    In IEEE Workshop on Sensor Array Multichannel,
    Sao Paulo, Brazil, July 2016.

  3. Sparsity-aware multiple microseismic event localization blind to the source time-function
    H. Jamali-Rad; Zijian Tang; X. Campman; A. Droujinine; G. Leus;
    Geophysical Prospecting,
    Volume 63, Issue 1, pp. 70-77, January 2015. DOI: 10.1111/1365-2478.12166
    document

  4. Distributed Sparsity-Aware Sensor Selection
    H. Jamali-Rad; A. Simonetto; Xiaoli Ma; G. Leus;
    IEEE Tr. Signal Proc.,
    Volume 63, Issue 22, pp. 5951--5964, 2015. DOI: 10.1109/TSP.2015.2460224
    document

  5. Sparsity-Aware Sensor Selection: Centralized and Distributed Algorithms
    H. Jamali-Rad; A. Simonetto; G. Leus;
    IEEE Signal Processing Letters,
    Volume 21, Issue 2, pp. 217-220, February 2014.
    document

  6. Sparsity-Aware Multi-Source RSS Localization
    H. Jamali-Rad; H. Ramezani; G. Leus;
    Signal Processing,
    Volume 101, pp. 174-191, August 2014.
    document

  7. Sparsity-aware sensor selection for correlated noise
    H. Jamali-Rad; A. Simonetto; G. Leus; Xiaoli Ma;
    In Int. Conf. Information Fusion (Fusion 2014),
    Salamanca, Spain, July 2014.
    document

  8. Sparsity-Aware Wireless Networks: Localization and Sensor Selection
    H. Jamali-Rad;
    PhD thesis, TU Delft, Fac. EEMCS, December 2014. ISBN 978-94-6108-855-0.
    document

  9. Target Localization and Tracking for an Isogradient Sound Speed Profile
    H. Ramezani; H. Jamali-Rad; G. Leus;
    IEEE Tr. Signal Proc.,
    Volume 61, Issue 5, pp. 1434-1446, March 2013.
    document

  10. Sparsity-aware multi-source TDOA Localization
    H. Jamali-Rad; G. Leus;
    IEEE Tr. Signal Proc.,
    Volume 61, Issue 19, pp. 4874-4887, October 2013.
    document

  11. Sparsity-aware TDOA localization of multiple sources
    H. Jamali-Rad; Geert Leus;
    In Proc. Int. Conf. Acoustics, Speech, Signal Proc. (ICASSP 2013),
    Vancouver (Canada), IEEE, May 2013.
    document

  12. Blind Sparsity-Aware Multi-Source Localization
    H. Jamali-Rad; H. Ramezani; G. Leus;
    In Proc. European Signal Proc. Conf. (EUSIPCO),
    pp. 1-5, September 2013.
    document

  13. Dynamic Multidimensional Scaling for Low-Complexity Mobile Network Tracking
    H. Jamali-Rad; G. Leus;
    IEEE Trans. Signal Proc.,
    Volume 60, Issue 8, pp. 4485-4491, August 2012.
    document

  14. Cooperative localization in partially connected mobile wireless sensor networks using geometric link reconstruction
    H. Jamali-Rad; H. Ramezani; G. Leus;
    In Proc. IEEE ICASSP,
    Kyoto (Japan), IEEE, pp. 2633-2636, May 2012.
    document

  15. Localization and Tracking of a Mobile Target for an Isogradient Sound Speed Profile
    H. Ramezani; H. Jamali-Rad; G. Leus;
    In Proc. IEEE ICC,
    Ottawa (Canada), IEEE, pp. 2633-2636, June 2012.
    document

  16. Sparse multi-target localization using cooperative access points
    H. Jamali-Rad; H. Ramezani; G. Leus;
    In 2012 IEEE 7th Sensor Array and Multichannel Signal Processing Workshop (SAM),
    IEEE, pp. 353-356, 2012.
    document

  17. Cooperative mobile network localization via subspace tracking
    H. Jamali-Rad; A. Amar; G. Leus;
    In Proc. IEEE ICASSP,
    Prague (Czech Republic), IEEE, pp. 2612-2615, May 2011.
    document

  18. Anchorless Cooperative Localization for Mobile Wireless Sensor Networks
    H. Jamali-Rad; T. van Waterschoot; G. Leus;
    In Proc. Joint WIC/IEEE SP Symposium on Information Theory and Signal Processing in the Benelux,
    Brussels, Belgium, IEEE, May 2011.
    document

  19. Cooperative Localization Using Efficient Kalman Filtering For Mobile Wireless Sensor Networks
    H. Jamali-Rad; T. van Waterschoot; G. Leus;
    In Proc. European Signal Processing Conference (EUSIPCO11),
    Barcelona, Spain, August 2011.
    document

BibTeX support

Last updated: 19 Jan 2021

Hadi Jamali-Rad

Alumnus

PhD students

MSc students

MSc project proposals