About
Landmines and unexploded ordnances (UXOs) are examples of the devastating consequences of war. Even if armed conflicts stop right now, it would take years before clearing the lands that have been contaminated with mines and UXOs. This results in more human casualties, who fall indiscriminately, and in the hindering of the social and economical wellbeing of those living in these areas.
Description
This research program aims to implement technologically-advanced solutions for the detection and localization of landmines/UXOs. The investigated solutions are based on the advanced usage of electromagnetic waves, networks of biosensors, and/or intelligent metal detectors, and are expected to be safer, faster, and less expensive compared to the conventional demining techniques. They should help decrease the number of mines/UXOs casualties and lead to the earlier recovery of the contaminated lands.
Partners
Lebanon Mine Action
Center (LMAC)
Academic Collaboration
Ecole Polytechnique Fédérale de Lausanne (EPFL)
American University of
Beirut (AUB)
Université Libanaise (UL)
Notre Dame University
(NDU)
Research
Depending on the topic, our research has been done in cooperation with one or more of the following institutions: the American University of Beirut, the University of New Mexico, the Lebanese University, and Notre Dame University in Lebanon.
Research Topics:
- Antennas for High Power Microwaves
- High Power Microwave Generators
- Enhanced Metal Detectors and Ground Penetrating Radars
- Target Detection and Classification
Antennas for High Power Microwaves
Our antennas research aims to design and fabricate antennas that can be used with high microwave input powers. The two antennas types that we've focused on are the horn antennas, and the slotted waveguide antennas. In the famous horn antennas, our research goal has been to reduce the pattern sidelobes by corrugating the walls of the horn.
In the slotted waveguide antennas (SWAs), we have devised a simplified method to design 1D and 2D SWA versions with a sidelobe level of our choice. We've also investigated the use of metamaterials to improve SWAs in terms of size reduction and input port reflection improvement.
High Power Microwave Generators
A 1kW microwave generator based on a magnetron taken from a kitchen microwave oven has been designed. The design of higher-power generators is being investigated. These microwave generators are required to study the effect of heat on landmines and in their thermal imaging detection.
Enhanced Metal Detectors and Ground Penetrating Radars
The work on metal detectors and GPRs targets the design of smarter devices that can classify the detected object and make a decision regarding its nature. Both simulations and measurements of the metal detector and GPR footprints of common landmines and harmless objects are being these. Once a database of these footprints is ready, it will be used in an algorithmic system that the metal detector and GPR will be equipped with to classify a detected object.
Target Detection and Classification
The work in this area involves several image and signal processing techniques based on the available input in order to
detect the required objects such as landmines. These techniques range from basic filtering approaches such as median filtering
that initially enhance the images and/or signals and reduce the noise, to more advanced algorithms such as wavelets or sparse
based methods including for example independent component analysis, segmentation, etc ...
After detection, we classify the different objects using several classification approaches
that utilize both supervised and unsupervised learning algorithms.
These classification methods range from basic clustering to advanced deep neural networks,
and include several techniques like boosting, self organized maps, support vector machines, etc ...
Researchers
Dr. Mohammed Husseini
Head of the Humanitarian Demining Research Program
Dr. Mohammed (Al-)Husseini
From 2001 to 2007, he worked as a research assistant at the ECE Department at AUB and as a lecturer at the Arab Open University in Beirut between 2004 and 2007. In 2013, he was a visiting researcher at the University of New Mexico, Albuquerque, NM, USA, where he was also an exchange research scholar from 2009 to 2011.
Mohammed's research interests include antennas and sources for high-power electromagnetics and the design and applications of antenna arrays, reconfigurable antennas, UWB antennas, antennas for Cognitive Radio, dielectric resonator antennas, wearable antennas, metamaterials, RF energy harvesting and RF circuits. He has over 100 publications in international refereed journals and conference proceedings.
Phone: +961-1-653177/142 ext: 105Email: husseini[at]lebcsr[dot]orgWebsite:www.lebcsr.org/mhusseini
Dr. Mohammed Baydoun
Senior Researcher
Dr. Mohammed Baydoun
After working in the field of oil and gas in Abu Dhabi, Mohammed went on to earn his Ph.D. degree in Electrical and Computer Engineering from the American University of Beirut in 2014. His research interests include digital image processing, digital signal processing, machine intelligence, and parallel programming. He currently has five publications, the most recent in 2014, entitled "Enhancing Stereo Matching with Classification".
Phone: +961-1-653177/142 ext: 107Email: mohammed.baydoun@lebcsr.orgWebsite:www.lebcsr.org
Dr. Lise Safatly
Senior Research Fellow
Ms. Lise Safatly
Phone: +961-1-653177/142Email: lise.safatly@lebcsr.org Website: www.lebcsr.org
Ali Al Takach
Researcher
Ali Al Takach
From March 2015 to July 2015, he attended the IMEPÂLAHC Joseph Fourier University, Grenoble, France, as an intern. His research subject was on the 'Measurement of the shielding efficiency for material used in the aeronautical applications' Currently, he is a researcher at Beirut Research and Innovation Center, Beirut, Lebanon. His research interests include electromagnetism, characterization of materials, electromagnetic compatibility, and antennas.
Phone: +961-1-653177/142 ext: 105Email: ali.takach@lebcsr.orgWebsite:www.lebcsr.org
Prof. Hassan Ghaziri
Founding Director
Prof. Hassan Ghaziri
Phone: +961-1-653177/142 ext: 102Email: hassan.ghaziri@lebcsr.orgWebsite:www.lebcsr.org
Dr. Sara Najem
Senior Research Fellow
Dr. Sara Najem
She is the recipient of the Natural Sciences and Engineering Research Council of Canada (NSERC). She was a Postodoctoral Fellow at the Couzin Lab at Princeton University from 2012-2014 and the Gordon & Betty Moore Postdoctoral Fellow at GALCIT at California Institute of Technology from 2014 till 2016. Currently, she holds a joint position at BRIC and the National Center for Remote Sensing of CNRS-L studying complexity at the urban scale using machine learning and statistical physics machinery.
Phone: +961-1-653177/142Email: sara.najem@lebcsr.org Website: www.lebcsr.org
Publications
[6] Lise Safatly, Mohammed Baydoun, Masoud Alipour, Ali Al-Takach, Karim Atab, Mohammed Al-Husseini, Ali El-Hajj, and Hassan Ghaziri. "Detection and classification of landmines using machine learning applied to metal detector data." Journal of Experimental & Theoretical Artificial Intelligence (2020): 1-24.
Available at:
https://www.tandfonline.com/doi/abs/10.1080/0952813X.2020.1735529
[5] Mohammed Baydoun, Hassan Ghaziri, and Mohammed Al-Husseini. "CPU and GPU parallelized kernel K-means." The Journal of Supercomputing 74, no. 8 (2018): 3975-3998.
Available at:
https://link.springer.com/article/10.1007/s11227-018-2405-7
[4] Mohammed Baydoun, Mohammad Dawi, and Hassan Ghaziri. "Parallel kernel K-means on the CPU and the GPU." In Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA), p. 117. The Steering Committee of The World Congress in Computer Science, Computer Engineering and Applied Computing (WorldComp), 2016.
Available at:
https://search.proquest.com/openview/a6ec29375ea0b69754d6d03abd88146f/1?pq-origsite=gscholar&cbl=1976343
[3] Mohammed Baydoun, Mohammad Dawi, and Hassan Ghaziri. "Enhanced parallel implementation of the K-Means clustering algorithm." In 2016 3rd International Conference on Advances in Computational Tools for Engineering Applications (ACTEA), pp. 7-11. IEEE, 2016.
Available at:
https://ieeexplore.ieee.org/abstract/document/7560102/
[2] Hilal El Misilmani, Mohammed Al-Husseini, and Karim Y. Kabalan,
“Improved Vlasov Antenna with Curved Cuts and Optimized Reflector Position and Shape,” International Journal of Antennas and Propagation, Vol. 2015, Article ID 193630, 2015.
[1] Hilal El Misilmani, Mohammed Al-Husseini, and Karim Y. Kabalan,
“Design Of Slotted Waveguide Antennas With Low Sidelobes For High Power Microwave Applications,” Progress in Electromagnetics Research C, Vol. 56, pp. 15-28, 2015.
[14] Mohammed Al-Husseini, Hassan Ghaziri, Elias Yaacoub, and Karim Y. Kabalan,
“Rectangular and Circular Arrays with Independently Controlled Beamwidth and Sidelobe Level,” The 2017 IEEE AP-S International Symposium on Antennas and Propagation (IEEE AP-S 2017), San Diego, CA, USA, 09-14 July 2017.
[13] Mohammed Al-Husseini, Elias Yaacoub, Mohammed Baydoun, and Hassan Ghaziri,
“Independent Control of the Beamwidth and Sidelobe Level of Taylor One-parameter Arrays,” The Progress in Electromagnetics Research Symposium (PIERS 2017), Saint Petersburg, Russia, 22-25 May 2017.
[12] Elias Yaacoub and Mohammed Al-Husseini, “Achieving Physical Layer Security with Massive MIMO Beamforming,” The 11th European Conference on Antennas and Propagation (EuCAP 2017), Paris, France, 19-24 March 2017.
[11] Ali Al Takach, Mohammed Al-Husseini, Ali El-Hajj, and Elias Nassar,
“Linear to Circular Polarization Transformation of Vivaldi Antennas and Its Use in GPR Detection,” The 2016 IEEE Middle East Conference on Antennas and Propagation (MECAP 2016), Beirut, Lebanon, 20-22 September 2016.
[10] Elias Yaacoub, Mohammed Al-Husseini, and Hassan Ghaziri, “An Overview of Research Topics and Challenges for 5G Massive MIMO Antennas,” The 2016 IEEE Middle East Conference on Antennas and Propagation (MECAP 2016), Beirut, Lebanon, 20-22 September 2016.
[9] Mohammed Al-Husseini, Hilal M. El Misilmani, Karim Y. Kabalan, Ali El-Hajj, and Elias Nassar,
“Simple Design Method for Dielectric-Filled Low-Sidelobe Slotted Waveguide Antennas,” Advanced Electromagnetics Symposium (AES 2016), Malaga, Spain, 26-28 July 2016.
[8] Hilal M. El Misilmani, Mohammed Al-Husseini, and Karim Y. Kabalan, “Simple Design Procedure for 2D SWAs with Specified Sidelobe Levels and Inclined Coupling Slots,” Advanced Electromagnetics Symposium (AES 2016), Malaga, Spain, 26-28 July 2016.
[7] Mohammed Al-Husseini, Hilal M. El Misilmani, Karim Y. Kabalan, Ali El-Hajj, Xuyuan Pan, and Christos G. Christodoulou,
“Controllable-Sidelobe Slotted Waveguide Antennas with Corrugations for Frequency Selectivity,” The 2015 IEEE AP-S International Symposium on Antennas and Propagation (IEEE AP-S 2015), Vancouver, BC, Canada, 19-25 July 2015.
[6] Hilal M. El Misilmani, Karim Y. Kabalan, Ali El-Hajj, and Mohammed Al-Husseini,
“Design Procedure for 2D Slotted Waveguide Antenna with Controllable Sidelobe Level,” The 2015 IEEE AP-S International Symposium on Antennas and Propagation (IEEE AP-S 2015), Vancouver, BC, Canada, 19-25 July 2015.
[5] Hilal M. El Misilmani, Mohammed Al-Husseini, and Karim Y. Kabalan,
“Design Procedure for 2D Slotted Waveguide Antenna with Inclined Coupling Slots for Sidelobe Level Control,” Progress in Electromagnetics Research Symposium (PIERS 2015), Prague, Czech Republic, 6-9 July 2015.
[4] Hilal M. El Misilmani, Mohammed Al-Husseini, Karim Y. Kabalan, and Ali El-Hajj,
“A Design Procedure for Slotted Waveguide Antennas with Specified Sidelobe Levels,” The 2014 International Conference on High Performance Computing & Simulation (HPCS 2014), Bologna, Italy, 21-25 July 2014.
[3] Mohammed Al-Husseini, Ali El-Hajj, and Karim Y. Kabalan,
“High-gain S-band Slotted Waveguide Antenna Arrays with Elliptical Slots and Low Sidelobe Levels,” Progress in Electromagnetics Research Symposium (PIERS 2013), Stockholm, Sweden, 12-15 August 2013.
[2] Hilal M. El Misilmani, Mohammed Al-Husseini, Karim Y. Kabalan, and Ali El-Hajj,
“Optimized Reflector Position for Vlasov Antennas,” Progress in Electromagnetics Research Symposium (PIERS 2013), Stockholm, Sweden, 12-15 August 2013.
[1] Hilal El Misilmani, Mohammed Al-Husseini, Karim Y. Kabalan, and Ali El-Hajj,
“Improved Vlasov Antenna with Curved Cuts for High Power Microwaves,” The 2013 International Conference on High Performance Computing & Simulation (HPCS 2013), Helsinki, Finland, 1-5 July 2013, pp. 362-365.
[8] Ali Al Takach, Mohammad Haidar, Mohammed Al-Husseini, Ali El-Hajj, and Elias Nassar,
“Antenna Design for the GPR Detection and Classification of Landmines,” Abstract, The 22nd LAAS International Science Conference (LAAS 2016), Jounieh, Lebanon, 14-15 April 2016.
[7] Mohamad Homsi, Mohamad Amine Soudki, Abdallah Chebaro, Lise Safatly, Mohammed Al-Husseini, Mariette Awad, Ali El-Hajj, and Hassan Ghaziri,
“Smart Metal Detectors for Landmine Detection and Classification,” Abstract, The 21st LAAS International Science Conference (LAAS 2015), Beirut, Lebanon, 15-17 April 2015.
[6] Xuyuan Pan, Christos G. Christodoulou, and Mohammed Al-Husseini,
“Miniaturized Slotted Waveguide Antennas With Periodic Structures for High Power Microwave Applications,” Abstract, AMEREM 2014, Albuquerque, NM, USA, 27-31 July 2014.
[5] Hilal El Misilmani, Mohammed Al-Husseini, Karim Y. Kabalan, and Ali El-Hajj,
“Improved Antennas for High Power Microwave Applications,” Abstract, The 20th LAAS International Science Conference (LAAS 2014), Hadath, Lebanon, 27-29 March 2014.
[4] Lama Moukalled, Karim Y. Kabalan, Ali El-Hajj, Mohammed Al-Husseini, Youssef Mouneimne, and Imad Mougharbel,
“Sensors for Trace Detection of Explosives: A Review,” Abstract, The 20th LAAS International Science Conference (LAAS 2014), Hadath, Lebanon, 27-29 March 2014.
[3] Mohammed Al-Husseini, Xuyuan Pan, Georgios Atmatzakis, and Christos G. Christodoulou,
“Improved Slotted Waveguide Antenna with Optimized Corrugations and Suppressed Sidelobes for High-Power Applications,” Abstract, The 2014 National Radio Science Meeting (USNC-URSI 2014), Boulder, Colorado, USA, 8-11 January 2014.
[2] Georgios Atmatzakis, Tyler Wynkoop, Mohammed Al-Husseini, Sarita Prasad, Mark Gilmore, and Christos G. Christodoulou,
“A Soft Corrugated Pyramidal Horn Antenna for Radial Power Extraction from an A6 Magnetron,” Abstract, The 2014 National Radio Science Meeting (USNC-URSI 2014), Boulder, Colorado, USA, 8-11 January 2014.
[1] Xuyuan Pan, Mohammed Al-Husseini, Georgios Atmatzakis, and Christos G. Christodoulou,
“An SRR-Loaded Sub-Wavelength Waveguide with H-Plane-Bend Radiator and Improved Matching for High Power Application,” Abstract, The 2014 National Radio Science Meeting (USNC-URSI 2014), Boulder, Colorado, USA, 8-11 January 2014.
News and Events
APS/URSI 2015 |
19 - 24 July 2015, Vancouver, BC, Canada
The IEEE APS/URSI 2015 Symposium was held in
Vancouver, BC, Canada, during the period 19 - 24 July 2015. Website for APS/URSI
2015: http://www.2015apsursi.org/
Two papers by the HDRP team were presented at this conference. The first is
titled "Controllable-Sidelobe Slotted Waveguide Antennas with Corrugations for
Frequency Selectivity", and the second "Design Procedure for 2D Slotted
Waveguide Antenna with Controllable Sidelobe Level".
Visits and Research Meetings in Switzerland |
02 - 06 March 2015, Switzerland
Drs. Ghaziri and Husseini were in Switzerland during
the 2-6 March 2015 period. This trip aimed at kickstarting the cooperation
between BRIC, EPFL and the National University of Colombia, Bogota on topics
related to the HDRP. Several meetings were held and presentations were made at
EPFL in Lausanne.
Visits were also made to Digger and Montena. Digger (http://www.digger.ch/) is a
Swiss foundation and company offering demining solutions. Montena
(www.montena.com) is specialized in developing systems for Electro-Magnetic
Compatibility (EMC) testing.
AMEREM 2014 |
27 July - 01 August 2014 Albuquerque, NM, the USA
The AMEREM 2014 Symposium was held at the University
of New Mexico in Albuquerque, NM, the USA, during the period 27 July - 01 August
2014. Website for AMEREM 2014:
http://ece.unm.edu/amerem2014/
A paper on the design of antennas for HDRP was presented at this conference. The
paper co-authored by Dr. Mohammed Husseini is titled "Miniaturized Slotted
Waveguide Antennas With Periodic Structures for High Power Microwave
Applications".
ACME 2014 |
21-25 July 2014 Bologna, Italy
Dr. Mohammed Husseini was
co-organizer of the Special Session on Advances in Computational
Methods in Electromagnetics, Antenna Design, and Applications (ACME
2014) held as part of the 2014 International Conference on High
Performance Computing & Simulation (HPCS 2014), Bologna, Italy,
during the period 21-25 July 2014, Website for ACME 2014:
http://hpcs2014.cisedu.info/2-conference/special-sessions/session-01-acme
URSI 2014 | 8-11 January 2014 Boulder, Colorado, USA
Three abstracts on topics related to the HDRP were
accepted in the proceedings of the 2014 National Radio Science Meeting
(USNC-URSI 2014) held in Boulder, Colorado, the USA, during the period 8-11
January 2014. These abstracts are by Dr. Mohammed Husseini and collaborators
from the University of New Mexico, Albuquerque, NM, the USA, and are available
through the IEEEXplore database. The abstract titles are the following:
"Improved Slotted Waveguide Antenna with Optimized Corrugations and Suppressed
Sidelobes for High-Power Applications",
"A Soft Corrugated Pyramidal Horn Antenna for Radial Power Extraction from an
A6 Magnetron", "An SRR-Loaded Sub-Wavelength Waveguide with H-Plane-Bend
Radiator and Improved Matching for High Power Application".
University of New Mexico | Sept 2013 - Jan 2014 Albuquerque, NM, USA
Dr. Mohammed Husseini was a visiting research at the University of New Mexico, Albuquerque, NM, the USA, from September 2013 till January 2014. During this visit, he worked on the design and optimization of antennas for high-power microwaves using metamaterial and repetitive structures.
PIERS 2013 | 12-15 August 2013 Stockholm, Sweden
Dr. Mohammed Husseini and Eng. Hilal El Misilmani attended the 2013 Progress in Electromagnetics Research Symposium (PIERS 2013) held in Stockholm, Sweden during the period 12-15 August 2013. Dr. Husseini presented the paper "High-gain S-band Slotted Waveguide Antenna Arrays with Elliptical Slots and Low Sidelobe Levels" and another paper titled "Single Layer Meta-material Lens with Graded Refractive Index". Eng. El Misilmani presented the paper "Optimized Reflector Position for Vlasov Antennas". Links to these papers are available on the Publications page.
ACME 2013 | 1-5 July 2013 Helsinki, Finland
Dr. Mohammed Husseini was an organizer of the
Special Session on Advances in Computational Methods in Electromagnetics,
Antenna Design, and Applications (ACME 2013) held in Helsinki, Finland, as part
of the 2013 International Conference on High Performance Computing & Simulation
(HPCS 2013). Dr. Husseini received a Certificate of Appreciation for the
successful organization of ACME2013.
The research paper entitled "Improved Vlasov Antenna with Curved Cuts for High
Power Microwaves", by Hilal El Misilmani, Mohammed Al-Husseini et al., was
presented during this session by Prof. Karim Kabalan of the American University
of Beirut. Prof. Kabalan is a co-author of the paper. This paper appears in the
IEEEXplore database.
MoU with LMAC | 24 July 2013 Fayyadieh, Lebanon
A Memorandum of Understanding (MoU) was signed between BRIC and the Ministry of National Defense represented by the Lebanese Armed Forces - the Lebanon Mine Action Center (LMAC) to cooperate on the Humanitarian Demining Research Program.