SlideShare a Scribd company logo
1 of 2
Download to read offline
33rd International Cosmic Ray Conference
Contribution ID : 601
Formulation of the emission sources
localization problem in the case of a
self-triggered radio-detection
experiment : Between Ill-posedness
and Regularization
Content :
In the field of radio detection in astroparticle physics, the transition from small-
scale prototype experiments, triggered by particle detectors, to large-scale antenna
array experiments based on standalone detection, has emerged new problems. These
problems are related to the localization, recognition and the suppression of the
noisy background sources induced by human activities (such as high voltage power
lines, electric transformers, cars, trains and planes) or by stormy weather
conditions (such as lightning). In this talk, we focus on the localization problem
which belongs to a class of more general problems usually termed as "inverse
problems".
Based on a detailed analysis of some already published results of experiments like :
CODALEMA 3 in France AERA in Argentina and TREND in China, we demonstrate the ill-
posed character of this problem. This work is organized into three specific points:
the existence of a solutions degeneration, the bad conditioning of the problem and
also we add a new criteria linked to the non-existence of a global solution.
We show, however, that this ill-posed problem is manageable through two kind of
regularizations: an empiric algorithm and a Tikhonov’s regularization. On the other
hand, we also propose an exploitation of the lit antennas convex-hull concept for
introducing a new generation of 3D antennas array. This last part is discussed as new
preliminary results.
Primary authors : Mr. REBAI, Ahmed (Subatech IN2P3-CNRS/Université de Nantes/ Ecole des
Mines de Nantes, Nantes, France)
Co-authors : Mr. SALHI, Tarek (Ecole des Mines de Nantes, Nantes, France and Now at
Département de mathématiques Université de Rennes, France)
Presenter :
Session classification : --not yet classified--
Track classification : CR-IN - Methods, techniques and instrumentation
Type : Poster

More Related Content

More from Ahmed Ammar Rebai PhD

Correction partie 1,2 et début 3 Epreuve de mathématiques informatique Banque...
Correction partie 1,2 et début 3 Epreuve de mathématiques informatique Banque...Correction partie 1,2 et début 3 Epreuve de mathématiques informatique Banque...
Correction partie 1,2 et début 3 Epreuve de mathématiques informatique Banque...Ahmed Ammar Rebai PhD
 
Sujet et Correction épreuve de mathématiques ESSEC ECE 2012
Sujet et Correction épreuve de mathématiques ESSEC ECE 2012Sujet et Correction épreuve de mathématiques ESSEC ECE 2012
Sujet et Correction épreuve de mathématiques ESSEC ECE 2012Ahmed Ammar Rebai PhD
 
Epreuve mathématiques II ESSEC 2015 ECE + Correction des partie II et III
Epreuve mathématiques II ESSEC 2015 ECE + Correction des partie II et IIIEpreuve mathématiques II ESSEC 2015 ECE + Correction des partie II et III
Epreuve mathématiques II ESSEC 2015 ECE + Correction des partie II et IIIAhmed Ammar Rebai PhD
 
Some recent results of the CODALEMA experiment
Some recent results of the CODALEMA experimentSome recent results of the CODALEMA experiment
Some recent results of the CODALEMA experimentAhmed Ammar Rebai PhD
 
Méthodes sur les séries numériques
Méthodes sur les séries numériquesMéthodes sur les séries numériques
Méthodes sur les séries numériquesAhmed Ammar Rebai PhD
 
Complément sur les espaces vectoriels normés et la topologie métrique
Complément sur les espaces vectoriels normés et la topologie métriqueComplément sur les espaces vectoriels normés et la topologie métrique
Complément sur les espaces vectoriels normés et la topologie métriqueAhmed Ammar Rebai PhD
 
Espaces vectoriels normés partie 1
Espaces vectoriels normés partie 1 Espaces vectoriels normés partie 1
Espaces vectoriels normés partie 1 Ahmed Ammar Rebai PhD
 
reduction des endomorphismes partie 1
reduction des endomorphismes partie 1reduction des endomorphismes partie 1
reduction des endomorphismes partie 1Ahmed Ammar Rebai PhD
 
Methodes pour algebre lineaire et dualite
Methodes pour algebre lineaire et dualiteMethodes pour algebre lineaire et dualite
Methodes pour algebre lineaire et dualiteAhmed Ammar Rebai PhD
 
Evidence for the charge-excess contribution in air shower radio emission obse...
Evidence for the charge-excess contribution in air shower radio emission obse...Evidence for the charge-excess contribution in air shower radio emission obse...
Evidence for the charge-excess contribution in air shower radio emission obse...Ahmed Ammar Rebai PhD
 
Ill-posedness formulation of the emission source localization in the radio- d...
Ill-posedness formulation of the emission source localization in the radio- d...Ill-posedness formulation of the emission source localization in the radio- d...
Ill-posedness formulation of the emission source localization in the radio- d...Ahmed Ammar Rebai PhD
 
Towards the identification of the primary particle nature by the radiodetecti...
Towards the identification of the primary particle nature by the radiodetecti...Towards the identification of the primary particle nature by the radiodetecti...
Towards the identification of the primary particle nature by the radiodetecti...Ahmed Ammar Rebai PhD
 
Some possible interpretations from data of the CODALEMA experiment
Some possible interpretations from data of the CODALEMA experimentSome possible interpretations from data of the CODALEMA experiment
Some possible interpretations from data of the CODALEMA experimentAhmed Ammar Rebai PhD
 
Étude de l'énergie et du point d'émission radio des rayons cosmiques détectés...
Étude de l'énergie et du point d'émission radio des rayons cosmiques détectés...Étude de l'énergie et du point d'émission radio des rayons cosmiques détectés...
Étude de l'énergie et du point d'émission radio des rayons cosmiques détectés...Ahmed Ammar Rebai PhD
 
The shape radio_signals_wavefront_encountered_in_the_context_of_the_uhecr_rad...
The shape radio_signals_wavefront_encountered_in_the_context_of_the_uhecr_rad...The shape radio_signals_wavefront_encountered_in_the_context_of_the_uhecr_rad...
The shape radio_signals_wavefront_encountered_in_the_context_of_the_uhecr_rad...Ahmed Ammar Rebai PhD
 
Data analysis of THE MOST IMPORTANT CHARTS IN THE ECONOMY TODAY
Data analysis of THE MOST IMPORTANT CHARTS IN THE ECONOMY TODAYData analysis of THE MOST IMPORTANT CHARTS IN THE ECONOMY TODAY
Data analysis of THE MOST IMPORTANT CHARTS IN THE ECONOMY TODAYAhmed Ammar Rebai PhD
 
Why radiodetection of UHECR still matters ? Karlsruhe Institute of Technol...
Why radiodetection of UHECR still matters ?    Karlsruhe Institute of Technol...Why radiodetection of UHECR still matters ?    Karlsruhe Institute of Technol...
Why radiodetection of UHECR still matters ? Karlsruhe Institute of Technol...Ahmed Ammar Rebai PhD
 

More from Ahmed Ammar Rebai PhD (20)

Correction partie 1,2 et début 3 Epreuve de mathématiques informatique Banque...
Correction partie 1,2 et début 3 Epreuve de mathématiques informatique Banque...Correction partie 1,2 et début 3 Epreuve de mathématiques informatique Banque...
Correction partie 1,2 et début 3 Epreuve de mathématiques informatique Banque...
 
Sujet et Correction épreuve de mathématiques ESSEC ECE 2012
Sujet et Correction épreuve de mathématiques ESSEC ECE 2012Sujet et Correction épreuve de mathématiques ESSEC ECE 2012
Sujet et Correction épreuve de mathématiques ESSEC ECE 2012
 
ESSEC 2015 Maths I ECE
ESSEC 2015 Maths I ECEESSEC 2015 Maths I ECE
ESSEC 2015 Maths I ECE
 
Epreuve mathématiques II ESSEC 2015 ECE + Correction des partie II et III
Epreuve mathématiques II ESSEC 2015 ECE + Correction des partie II et IIIEpreuve mathématiques II ESSEC 2015 ECE + Correction des partie II et III
Epreuve mathématiques II ESSEC 2015 ECE + Correction des partie II et III
 
Some recent results of the CODALEMA experiment
Some recent results of the CODALEMA experimentSome recent results of the CODALEMA experiment
Some recent results of the CODALEMA experiment
 
Méthodes sur les séries numériques
Méthodes sur les séries numériquesMéthodes sur les séries numériques
Méthodes sur les séries numériques
 
Complément sur les espaces vectoriels normés et la topologie métrique
Complément sur les espaces vectoriels normés et la topologie métriqueComplément sur les espaces vectoriels normés et la topologie métrique
Complément sur les espaces vectoriels normés et la topologie métrique
 
Equations differentielles
Equations differentiellesEquations differentielles
Equations differentielles
 
Espaces vectoriels normés partie 1
Espaces vectoriels normés partie 1 Espaces vectoriels normés partie 1
Espaces vectoriels normés partie 1
 
Reduction endomorphisme partie 2
Reduction endomorphisme partie 2Reduction endomorphisme partie 2
Reduction endomorphisme partie 2
 
reduction des endomorphismes partie 1
reduction des endomorphismes partie 1reduction des endomorphismes partie 1
reduction des endomorphismes partie 1
 
Methodes pour algebre lineaire et dualite
Methodes pour algebre lineaire et dualiteMethodes pour algebre lineaire et dualite
Methodes pour algebre lineaire et dualite
 
Evidence for the charge-excess contribution in air shower radio emission obse...
Evidence for the charge-excess contribution in air shower radio emission obse...Evidence for the charge-excess contribution in air shower radio emission obse...
Evidence for the charge-excess contribution in air shower radio emission obse...
 
Ill-posedness formulation of the emission source localization in the radio- d...
Ill-posedness formulation of the emission source localization in the radio- d...Ill-posedness formulation of the emission source localization in the radio- d...
Ill-posedness formulation of the emission source localization in the radio- d...
 
Towards the identification of the primary particle nature by the radiodetecti...
Towards the identification of the primary particle nature by the radiodetecti...Towards the identification of the primary particle nature by the radiodetecti...
Towards the identification of the primary particle nature by the radiodetecti...
 
Some possible interpretations from data of the CODALEMA experiment
Some possible interpretations from data of the CODALEMA experimentSome possible interpretations from data of the CODALEMA experiment
Some possible interpretations from data of the CODALEMA experiment
 
Étude de l'énergie et du point d'émission radio des rayons cosmiques détectés...
Étude de l'énergie et du point d'émission radio des rayons cosmiques détectés...Étude de l'énergie et du point d'émission radio des rayons cosmiques détectés...
Étude de l'énergie et du point d'émission radio des rayons cosmiques détectés...
 
The shape radio_signals_wavefront_encountered_in_the_context_of_the_uhecr_rad...
The shape radio_signals_wavefront_encountered_in_the_context_of_the_uhecr_rad...The shape radio_signals_wavefront_encountered_in_the_context_of_the_uhecr_rad...
The shape radio_signals_wavefront_encountered_in_the_context_of_the_uhecr_rad...
 
Data analysis of THE MOST IMPORTANT CHARTS IN THE ECONOMY TODAY
Data analysis of THE MOST IMPORTANT CHARTS IN THE ECONOMY TODAYData analysis of THE MOST IMPORTANT CHARTS IN THE ECONOMY TODAY
Data analysis of THE MOST IMPORTANT CHARTS IN THE ECONOMY TODAY
 
Why radiodetection of UHECR still matters ? Karlsruhe Institute of Technol...
Why radiodetection of UHECR still matters ?    Karlsruhe Institute of Technol...Why radiodetection of UHECR still matters ?    Karlsruhe Institute of Technol...
Why radiodetection of UHECR still matters ? Karlsruhe Institute of Technol...
 

Recently uploaded

PSYPACT- Practicing Over State Lines May 2024.pptx
PSYPACT- Practicing Over State Lines May 2024.pptxPSYPACT- Practicing Over State Lines May 2024.pptx
PSYPACT- Practicing Over State Lines May 2024.pptxMarlene Maheu
 
Pharmaceutical Biotechnology VI semester.pdf
Pharmaceutical Biotechnology VI semester.pdfPharmaceutical Biotechnology VI semester.pdf
Pharmaceutical Biotechnology VI semester.pdfBALASUNDARESAN M
 
Rich Dad Poor Dad ( PDFDrive.com )--.pdf
Rich Dad Poor Dad ( PDFDrive.com )--.pdfRich Dad Poor Dad ( PDFDrive.com )--.pdf
Rich Dad Poor Dad ( PDFDrive.com )--.pdfJerry Chew
 
MuleSoft Integration with AWS Textract | Calling AWS Textract API |AWS - Clou...
MuleSoft Integration with AWS Textract | Calling AWS Textract API |AWS - Clou...MuleSoft Integration with AWS Textract | Calling AWS Textract API |AWS - Clou...
MuleSoft Integration with AWS Textract | Calling AWS Textract API |AWS - Clou...MysoreMuleSoftMeetup
 
diagnosting testing bsc 2nd sem.pptx....
diagnosting testing bsc 2nd sem.pptx....diagnosting testing bsc 2nd sem.pptx....
diagnosting testing bsc 2nd sem.pptx....Ritu480198
 
Transparency, Recognition and the role of eSealing - Ildiko Mazar and Koen No...
Transparency, Recognition and the role of eSealing - Ildiko Mazar and Koen No...Transparency, Recognition and the role of eSealing - Ildiko Mazar and Koen No...
Transparency, Recognition and the role of eSealing - Ildiko Mazar and Koen No...EADTU
 
Trauma-Informed Leadership - Five Practical Principles
Trauma-Informed Leadership - Five Practical PrinciplesTrauma-Informed Leadership - Five Practical Principles
Trauma-Informed Leadership - Five Practical PrinciplesPooky Knightsmith
 
Analyzing and resolving a communication crisis in Dhaka textiles LTD.pptx
Analyzing and resolving a communication crisis in Dhaka textiles LTD.pptxAnalyzing and resolving a communication crisis in Dhaka textiles LTD.pptx
Analyzing and resolving a communication crisis in Dhaka textiles LTD.pptxLimon Prince
 
How to Send Pro Forma Invoice to Your Customers in Odoo 17
How to Send Pro Forma Invoice to Your Customers in Odoo 17How to Send Pro Forma Invoice to Your Customers in Odoo 17
How to Send Pro Forma Invoice to Your Customers in Odoo 17Celine George
 
UChicago CMSC 23320 - The Best Commit Messages of 2024
UChicago CMSC 23320 - The Best Commit Messages of 2024UChicago CMSC 23320 - The Best Commit Messages of 2024
UChicago CMSC 23320 - The Best Commit Messages of 2024Borja Sotomayor
 
Michaelis Menten Equation and Estimation Of Vmax and Tmax.pptx
Michaelis Menten Equation and Estimation Of Vmax and Tmax.pptxMichaelis Menten Equation and Estimation Of Vmax and Tmax.pptx
Michaelis Menten Equation and Estimation Of Vmax and Tmax.pptxRugvedSathawane
 
Graduate Outcomes Presentation Slides - English (v3).pptx
Graduate Outcomes Presentation Slides - English (v3).pptxGraduate Outcomes Presentation Slides - English (v3).pptx
Graduate Outcomes Presentation Slides - English (v3).pptxneillewis46
 
Details on CBSE Compartment Exam.pptx1111
Details on CBSE Compartment Exam.pptx1111Details on CBSE Compartment Exam.pptx1111
Details on CBSE Compartment Exam.pptx1111GangaMaiya1
 
How to Manage Website in Odoo 17 Studio App.pptx
How to Manage Website in Odoo 17 Studio App.pptxHow to Manage Website in Odoo 17 Studio App.pptx
How to Manage Website in Odoo 17 Studio App.pptxCeline George
 
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT TOÁN 2024 - TỪ CÁC TRƯỜNG, TRƯỜNG...
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT TOÁN 2024 - TỪ CÁC TRƯỜNG, TRƯỜNG...TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT TOÁN 2024 - TỪ CÁC TRƯỜNG, TRƯỜNG...
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT TOÁN 2024 - TỪ CÁC TRƯỜNG, TRƯỜNG...Nguyen Thanh Tu Collection
 
FICTIONAL SALESMAN/SALESMAN SNSW 2024.pdf
FICTIONAL SALESMAN/SALESMAN SNSW 2024.pdfFICTIONAL SALESMAN/SALESMAN SNSW 2024.pdf
FICTIONAL SALESMAN/SALESMAN SNSW 2024.pdfPondicherry University
 

Recently uploaded (20)

PSYPACT- Practicing Over State Lines May 2024.pptx
PSYPACT- Practicing Over State Lines May 2024.pptxPSYPACT- Practicing Over State Lines May 2024.pptx
PSYPACT- Practicing Over State Lines May 2024.pptx
 
Pharmaceutical Biotechnology VI semester.pdf
Pharmaceutical Biotechnology VI semester.pdfPharmaceutical Biotechnology VI semester.pdf
Pharmaceutical Biotechnology VI semester.pdf
 
Rich Dad Poor Dad ( PDFDrive.com )--.pdf
Rich Dad Poor Dad ( PDFDrive.com )--.pdfRich Dad Poor Dad ( PDFDrive.com )--.pdf
Rich Dad Poor Dad ( PDFDrive.com )--.pdf
 
MuleSoft Integration with AWS Textract | Calling AWS Textract API |AWS - Clou...
MuleSoft Integration with AWS Textract | Calling AWS Textract API |AWS - Clou...MuleSoft Integration with AWS Textract | Calling AWS Textract API |AWS - Clou...
MuleSoft Integration with AWS Textract | Calling AWS Textract API |AWS - Clou...
 
diagnosting testing bsc 2nd sem.pptx....
diagnosting testing bsc 2nd sem.pptx....diagnosting testing bsc 2nd sem.pptx....
diagnosting testing bsc 2nd sem.pptx....
 
Transparency, Recognition and the role of eSealing - Ildiko Mazar and Koen No...
Transparency, Recognition and the role of eSealing - Ildiko Mazar and Koen No...Transparency, Recognition and the role of eSealing - Ildiko Mazar and Koen No...
Transparency, Recognition and the role of eSealing - Ildiko Mazar and Koen No...
 
OS-operating systems- ch05 (CPU Scheduling) ...
OS-operating systems- ch05 (CPU Scheduling) ...OS-operating systems- ch05 (CPU Scheduling) ...
OS-operating systems- ch05 (CPU Scheduling) ...
 
Trauma-Informed Leadership - Five Practical Principles
Trauma-Informed Leadership - Five Practical PrinciplesTrauma-Informed Leadership - Five Practical Principles
Trauma-Informed Leadership - Five Practical Principles
 
Mattingly "AI & Prompt Design: Named Entity Recognition"
Mattingly "AI & Prompt Design: Named Entity Recognition"Mattingly "AI & Prompt Design: Named Entity Recognition"
Mattingly "AI & Prompt Design: Named Entity Recognition"
 
Analyzing and resolving a communication crisis in Dhaka textiles LTD.pptx
Analyzing and resolving a communication crisis in Dhaka textiles LTD.pptxAnalyzing and resolving a communication crisis in Dhaka textiles LTD.pptx
Analyzing and resolving a communication crisis in Dhaka textiles LTD.pptx
 
How to Send Pro Forma Invoice to Your Customers in Odoo 17
How to Send Pro Forma Invoice to Your Customers in Odoo 17How to Send Pro Forma Invoice to Your Customers in Odoo 17
How to Send Pro Forma Invoice to Your Customers in Odoo 17
 
UChicago CMSC 23320 - The Best Commit Messages of 2024
UChicago CMSC 23320 - The Best Commit Messages of 2024UChicago CMSC 23320 - The Best Commit Messages of 2024
UChicago CMSC 23320 - The Best Commit Messages of 2024
 
Michaelis Menten Equation and Estimation Of Vmax and Tmax.pptx
Michaelis Menten Equation and Estimation Of Vmax and Tmax.pptxMichaelis Menten Equation and Estimation Of Vmax and Tmax.pptx
Michaelis Menten Equation and Estimation Of Vmax and Tmax.pptx
 
Including Mental Health Support in Project Delivery, 14 May.pdf
Including Mental Health Support in Project Delivery, 14 May.pdfIncluding Mental Health Support in Project Delivery, 14 May.pdf
Including Mental Health Support in Project Delivery, 14 May.pdf
 
Graduate Outcomes Presentation Slides - English (v3).pptx
Graduate Outcomes Presentation Slides - English (v3).pptxGraduate Outcomes Presentation Slides - English (v3).pptx
Graduate Outcomes Presentation Slides - English (v3).pptx
 
Details on CBSE Compartment Exam.pptx1111
Details on CBSE Compartment Exam.pptx1111Details on CBSE Compartment Exam.pptx1111
Details on CBSE Compartment Exam.pptx1111
 
How to Manage Website in Odoo 17 Studio App.pptx
How to Manage Website in Odoo 17 Studio App.pptxHow to Manage Website in Odoo 17 Studio App.pptx
How to Manage Website in Odoo 17 Studio App.pptx
 
VAMOS CUIDAR DO NOSSO PLANETA! .
VAMOS CUIDAR DO NOSSO PLANETA!                    .VAMOS CUIDAR DO NOSSO PLANETA!                    .
VAMOS CUIDAR DO NOSSO PLANETA! .
 
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT TOÁN 2024 - TỪ CÁC TRƯỜNG, TRƯỜNG...
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT TOÁN 2024 - TỪ CÁC TRƯỜNG, TRƯỜNG...TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT TOÁN 2024 - TỪ CÁC TRƯỜNG, TRƯỜNG...
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT TOÁN 2024 - TỪ CÁC TRƯỜNG, TRƯỜNG...
 
FICTIONAL SALESMAN/SALESMAN SNSW 2024.pdf
FICTIONAL SALESMAN/SALESMAN SNSW 2024.pdfFICTIONAL SALESMAN/SALESMAN SNSW 2024.pdf
FICTIONAL SALESMAN/SALESMAN SNSW 2024.pdf
 

Formulation of the emission sources localization problem in the case of a self triggered radio-detection experiment : between ill-posedness and regularization - contribution

  • 1. 33rd International Cosmic Ray Conference Contribution ID : 601 Formulation of the emission sources localization problem in the case of a self-triggered radio-detection experiment : Between Ill-posedness and Regularization Content : In the field of radio detection in astroparticle physics, the transition from small- scale prototype experiments, triggered by particle detectors, to large-scale antenna array experiments based on standalone detection, has emerged new problems. These problems are related to the localization, recognition and the suppression of the noisy background sources induced by human activities (such as high voltage power lines, electric transformers, cars, trains and planes) or by stormy weather conditions (such as lightning). In this talk, we focus on the localization problem which belongs to a class of more general problems usually termed as "inverse problems". Based on a detailed analysis of some already published results of experiments like : CODALEMA 3 in France AERA in Argentina and TREND in China, we demonstrate the ill- posed character of this problem. This work is organized into three specific points: the existence of a solutions degeneration, the bad conditioning of the problem and also we add a new criteria linked to the non-existence of a global solution. We show, however, that this ill-posed problem is manageable through two kind of regularizations: an empiric algorithm and a Tikhonov’s regularization. On the other hand, we also propose an exploitation of the lit antennas convex-hull concept for introducing a new generation of 3D antennas array. This last part is discussed as new preliminary results. Primary authors : Mr. REBAI, Ahmed (Subatech IN2P3-CNRS/Université de Nantes/ Ecole des Mines de Nantes, Nantes, France) Co-authors : Mr. SALHI, Tarek (Ecole des Mines de Nantes, Nantes, France and Now at Département de mathématiques Université de Rennes, France)
  • 2. Presenter : Session classification : --not yet classified-- Track classification : CR-IN - Methods, techniques and instrumentation Type : Poster