Engineering Electrical
Resume:
RIDHA GHAYOULA, Ph. D. eng.
Permanent Resident (Canada)
Professional Address : LRTS, Department of Electrical and Personal Address : 2-866 Avenue de Bourgogne Québec, Qc
866
Computer Engineering, Laval University, Québec, Qc, G1K 7P4, G1X 3E1 Canada
Mobile: +1-418-***-****
Canada
Email : mjkeuu@r.postjobfree.com
98
CURRICULUM VITAE
BIOGRAPHY
Ridha GHAYOULA received the Dipl. Eng. in Automatic-Electrical Engineering from the National Engineering School of Gabes (ENIG) in
2002 and the M.Sc. degrees in Analyze and Digital Processing of the Electronic Systems in 2005 and the Ph.D degree in 2008 from Tunis
El-Manar University, Faculty of Mathematical, Physical and Natural Sciences of Tunis, Tunisia. From 2004 to 2012, he was a Graduate
Manar
Student Researcher with the Unit of Research in High Frequency Electronic Circuits and Systems. Since August 2009, he has been an
Since
assistant professor in the Electrical Engineering Department at Higher Institute of Computer Science of El Manar, Tunisia. Since may
ssistant
2012, he has been a student researcher iin LRTS, the Department of Electrical and Computer Engineering, Laval University, Québec
n
Canada. His current research focuses on Software engineering, FPGA, softcore processor, modelling and simulation, TDOA, DOA, smart
His
antennas, direction finding, Radio-communication Systems, neural network applications in antennas, adaptive arrays and microwave
communication
circuits design. Dr Ghayoula has published more than 39 journal and conference papers on Smart Antennas.
ayoula
ACADEMIC CREDENTIALS
REDENTIALS
Department of Electrical and Computer Engineering, Laval University, Québec Canada
Major field: DOA antennas
Second Ph.D in Radio communication
May 2012- Present
Dissertation Title : «Hardware Implementation of Signal Processing in Smart Antenna
Systems for High Speed Wireless Communication»
Faculty of Mathematical, Physical and Natural Sciences of Tunis
Postdoctoral Fellow
Major field: Smart antennas
Jan. 2009- April 2012
Unit of Research in High Frequency Dissertation Title : «Smart Antennas for Wireless Applications and Switched
Smart
Electronic Circuits and Systems Beamforming»
Ph.D (Thèse) in Electronic Faculty of Mathematical, Physical and Natural Sciences of Tunis
December 2008
Major field: Smart antennas
Unit of Research in High Frequency
Dissertation Title : « Contribution to the Optimization of Smart Antennas Synthesis by
Electronic Circuits and Systems,
Neural Networks »
1
Master of Science Faculty of Mathematical, Physical and Natural Sciences of Tunis
in Analyze and Digital Processing of the
Electronic Systems June 2005 Major field: crypto system
Dissertation Title : « FPGA Implementation of RSA Cryptosystem»
Unit of Research in High Frequency
Electronic Circuits and Systems,
National Engineering School of Gabes (ENIG)
Dipl. Eng.
Major field: Electrical
Automatic-Electrical Engineering June 2002 Dissertation Title : « Estimation of transient thermal impedance IGBT experimentally»
PROFESSIONAL EXPERIENCE
Taught courses in:
Since September 2009
- Embedded system Design (42 h)
Assistant Professor
- Labs :VHDL (30h)
Higher Institute of Computer Science of El
- Systems design in Real Time (42 h)
Manar, Tunisia.
2008-2009
Taught courses in:
- Wave propagation (30h)
Teaching Assistant
- Antennas &Transmission line (30h)
Higher Institute of Electronics and
- Systems design in Real Time(42 h)
Communications of Sfax ISECS, Tunisia.
Taught courses in:
- Labs Computer security (30h)
-Labs on data-processing Networks(30h)
2005-2008
-Labs on Operating system(30h)
-Labs on HTML (20h)
Contractual Assistant
-Labs on VHDL (30h)
Faculty of Science of Gafsa, Tunisia -Labs on Analogic Electronics (20h)
-Labs on Numeric Electronic (20h)
-Labs on Structure of the Computers (20h)
RESEARCH ACTIVITIES
KEY WORDS: Beamforming, Software engineering, modeling and simulation, smart antennas, neural network applications in antennas,
adaptive arrays, microwave circuits design, synthesis method, Taguchi, SQP, phased antenna array, Steering beams, multiple steering,
Interference nulling, FPGA and STM8S-DISCOVERY.
RESEARCH INTERESTS : In recent years, wireless communication systems have progressed greatly and the market, especially for the
cellular phone, has witnessed explosive growth. Moreover, as the demand for multimedia services increases, a wider bandwidth of
information will be required for next generation wireless systems. These systems will be allocated at a higher frequency band because a
number of useful frequency bands have already been allotted to and are occupied by existing systems. In order to accommodate a larger
number of subscribers and to provide better quality services, it is necessary to increase the channel capacity. Further, the technologies
required for power saving and efficient frequency reusability will be necessary for various multimedia services. The efficient use of the
frequency resources is necessary to achieve higher data transmission throughput. Smart antenna systems are capable of automatically
changing the directionality of their radiation patterns in response to their signal environment. This can noticeably improve the performance
characteristics, such as channel capacity and quality of a wireless system. Smart antenna systems, by using spatially separated antennas,
referred to as antenna array, maximize the Signal-to-Interference-plus-Noise Ratio (SINR) of the received signals, and suppress
interferences and noise power by digital signal processing after analog to digital conversion. Conventional antenna systems, which employ
a single antenna, radiate and receive information equally in all directions. This omni-directional radiation leads to the distribution of energy
2
in all directions. This wasted power becomes a potential source of interference for other users or for other base stations in other cells.
Interference and noise reduce the Signal-to-Noise Ratio (SNR) used for detection and demodulation, resulting in poor signal quality.
for
Today’s cellular systems usually introduce 120o sectorization of the coverage to enhance capacity. In my interest research, a novel design
Today’s
of
of phased antenna array based on digital beamforming is proposed. The goal of the design is to construct smart antenna beamforming
ing
systems with hardware-software implemented neural network and Taguchi method. A newly proposed synthesis method is used to design
software
antenna
antenna arrays capable of delivering a much better radiation performance in terms of homogenous coverage and reduced interference with
phased arrays and capable to beamforming and electronic steering by adjusting the relative phases of the signal received or transmitted by
each antenna.
LABORATORY COURSES
July 2000
Stage Worker: Gafsa Phosphate Company
(1 month )
"It
"It is a discovery of the first stage of the company with all services it includes: the production, control ...
July 2000 Engineer Internship: National Broadcasting (Biadha Station)
iadha
-Depth training on control systems and control equipment and Broadcasting on the waveguides, frequency band,
Depth
(1 month ) modulation ...
Graduation project: "Engineering Degree"
From 01-02-2002
to 22-06-2002 Graduation
Graduation project in collaboration with the Laboratory of Electronics and Information Technology LETI the ENIS.
(6 month) - "Estimation of transient thermal impedance IGBT Components experimentally."
Master of Science in Analyze and Digital Processing of the Electronic Systems
Title: « FPGA Implementation of RSA Cryptosystem».
The hardware implementation of the RSA public-key cryptographic algorithm is presented. The RSA cryptographic
key
A.U 2004-2005
algorithm is depends on the computation of repeated modular exponentials. The Montgomery algorithm is used
(10 month)
and modified to reduce hardware resources and to achieve reasonable operating speed for FPGA. An efficient
architecture for modular multiplications based on the array multiplier is proposed. We have implemented a RSA
have
cryptosystem based on Montgomery algorithm. As a result, it is shown that proposed architecture contributes to
small area and reasonable speed.
October 2006
(1 month)
Research internship in Lebanon
(RADIOCOM, Institut Universitaire de Technologie de Saida Lebanon) - Using software SMAART (Smart Antenna
Arrays Technic) for the synthesis of radiation patterns of antenna arrays. - Creation of an antenna array of eight
patchs.
Research internship in France
(ETIS, Team Image Processing and Signal, UMR CNRS / ENSEA-University of Cergy Pontoise, Paris
am University
Form 05-01-2008 with Prof. Bertrand Granado. ENSEA, France )
to 04-04-2008
This internship presents the novel concept of smart antenna system which requires digital beamforming circuit.
(3 month)
This system shows excellent performance for the radiation pattern and capable to steering by adjusting the
relative phases of the signal received or transmitted by each antenna.
The
The objective of the design is to construct smart antenna beamforming systems with hardware-software
implemented neural network. Several simulations are made to confirm the expected performance of the smart
antenna
antenna and to obtain a good configuration of the array antenna.
Form 01-09-2011
Postdoctoral Fellow internship in Canada
to 02-10-2011
(1 month) (LRTS, Laval University with Prof. Dominic Grenier, Canada)
Phased
Phased antenna array design is one of the most important electromagnetic optimization problems. This research
combined the Taguchi method and artificial intelligence methods, used them as the prediction tool in designing
3
parameters for the communication system and then constructed a set of the optimal parameter analysis flow and
steps. In this internship, we present an application of Artificial Neural Networks (ANNs) in the electromagnetic
domain. We particularly look at the Multi-Layer Perceptron (MLP) network which has been the most used of ANNs
architectures both in the electromagnetic domain and in the Taguchi optimization technique.
REFERENCES
1. Prof. Ali Gharsallah, Faculté des Sciences Mathématiques physiques et Naturelles de Tunis, Tunisie, Tél : +216-***-**-***
690 E-mail : mjkeuu@r.postjobfree.com
2. Prof. Mohamed Rammal, Equipe RADIOCOM, Institut universitaire de Technologie –saida, Liban, Tél : +961-*******, E-mail :
mjkeuu@r.postjobfree.com
3. Prof. Betrand Granado, ETIS, ENSEA, Cergy, Paris, France Tél : (+33) 1 30 73 66 11 E-mail : mjkeuu@r.postjobfree.com
4. Prof. Latrach Mohamed, L'ESEO, Grande Ecole d'Ingénieurs Généralistes, ESEO Grande Ecole d'ingénieurs Généralistes
Siège 4 rue M. de la Boulaye- BP 30926- 49009 ANGERS, France, Tél +**-**-**-**-**-**, mjkeuu@r.postjobfree.com
5. Prof. Mustapha C.E. Yagoub, School of Information Technology and Engineering (SITE), University of Ottawa 161 Louis-
Pasteur, Ottawa,Ontario, Canada, K1N 6N5, Phone: +1-613-***-**** ext. 6789 Fax: +1-613-***-****, Office: Colonel By Hall,
Room A-614, Email: mjkeuu@r.postjobfree.com
PROFESSIONAL MEMBERSHIPS
1. Member, Tunisian Engineers Office, OIT, since 2002.
2. Technical Program Committee, 2011, IEEE International Conference Multi-Conference on Systems, Signals & Devices SSD
2011 March 22-25, 2011, Sousse, Tunisia
3. Member, International Association of Engineers IAENG
MASTERS- SUPERVISOR OF 6 MASTER THESIS
Former M.Sc. students degrees in Analyze and Digital Processing of the Electronic Systems (supervised or co-
supervised)
1. AdnenTroudi, « Synthèse des antennes intelligentes par la Méthode de Taguchi : Application dans le réseau d’antennes
circulaires» June 2011
2. Nadhem Nemri «Implémentation de la méthode de Taguchi sur un microcontrôleur STM8S: Application dans les antennes
intelligentes» June 2011.
3. Amor Smida, « Contribution à l’optimisation de la synthèse des antennes intelligentes par la Méthode de Taguchi », June 2010
4. Mariem Mabrouki, « Conception et la réalisation d’un déphaseur numérique ajustable haut fréquence (0.05 GH- 4 GHZ) »
June 2010
5. Faten Ben Ghenaya, « Etude et Conception d’un réseau d’antennes circulaire», June 2010
6. M.Amine Beldi « Modélisation des circuits micro-ondes par les réseaux de neurones », June 2009
RESEARCH PUBLICATIONS
PAPER IN REFEREED JOURNALS
1- R.Ghayoula, H.Trabelsi, “FPGA Implementation of RSA Cryptosystem” International Journal of Applied Science,
Engineering and Technology, ISSN 1307-4318, Vol. 2, pp.114-118, 2005.
2- R.Ghayoula, N.Fadlallah, A.Gharsallah, M.Rammal, “Neural Network Synthesis Beamforming Model for One-Dimensional
Antenna Arrays”, The Mediterranean Journal of Electronics and Communications, ISSN: 1744-2400, Vol. 4, No. 1, pp.126-
131, 2008.
3- N. Fadlallah, M. Rammal, H. Rammal, P. Vaudon, R. Ghayoula, A. Gharsallah, “General synthesis method for linear phased
antenna array”, IET Microw. Antennas Propag. Vol. 2, No. 4, pp. 338–342, 2008.
4- R.Ghayoula, N.Fadlallah, A.Gharsallah, M.Rammal, Journal of Computer Science JCS, “Neural Modelling for Synthesis of
Sector Beam and Multibeam Array Antennas”, Vol 5, pp. 742-752, 2008.
5- R.Ghayoula, N.Fadlallah, A.Gharsallah, M.Rammal, The Applied Computational Electromagnetics Society ACES Journal,
“Design, Modelling, and Synthesis of Radiation Pattern of Intelligent Antenna by Artificial Neural Networks”, Vol.23, 2008.
6- R.Ghayoula, N.Fadlallah, A.Gharsallah, M.Rammal, IET Microw. Antennas Propag., “Phase-Only Adaptive Nulling with
Neural Networks for Antenna Array Synthesis”, Vol. 3, pp.154-163, 2009.
7- A. Hammami, R. Ghayoula, and A. Gharsallah, “Side Lobe Reduction Of A Planar Array Antenna By Complex Weight Control
Using SQP Algorithm And Tchebychev Method”, International Journal of Computer Science and Information Security, Vol.
9 No. 6,,pp. 284-289, June 2011
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8- F. Ben Ghenaya, L.Gargouri, R.Ghayoula, H.Trabelsi, A.Gharsallah,” A Smart Antenna System based on Circular Array
Antenna”, IJCSI International Journal of Computer Science, Publication will be in IJCSI Volume 8, Issue 2, March 2011
(IJCSI-2011-8-2-342)
9- A. Hammami, R. Ghayoula, and A. Gharsallah, “DESIGN OF PLANAR ARRAY ANTENNA WITH CHEBYTSHEV METHOD AND
GENETIC ALGORITHM”, International Journal of Research and Reviews in Applied Sciences, ISSN: 2076-734X, EISSN:
2076-7366, Volume 8, Issue 2, August, 2011
10- R.Ghayoula, N.Fadlallah, B.Granado, A.Gharsallah, M.Rammal, “ A Novel Design of Phased Antenna Array Based on Digital
Beamforming, International Journal of Research and Reviews in Wireless Communications (IJRRWC) Vol. 1, No. 3,
September 2011, ISSN: 2046-6447
11- A. Smida, R. Ghayoula and A. Gharsallah, “Phase-Only Adaptive Nulling with Taguchi's Method for Antenna Array Synthesis”
Synthesis of Phased Cylindrical Arc Antenna Arrays Using Taguchi Method”, American Journal of Applied Sciences, SSN
1546-9239, pp. 1833-1838, September 2012
12- R.Ghayoula, L.Gargouri, A.Smida, A.Troudi,A.Gharsallah, D. Grenier, “Sidelobe Reduction in Array-Pattern Synthesis Using
Taguchi Method”, IET Communications, COM-2011-0636 (submitted 03 Sep 2011)
13- A. Smida, R.Ghayoula,, N.Nemri, H.Trabelsi, A.Gharsallah, D. Grenier, ”Phased Arrays in Communication System based on
Taguchi-Neural Networks”,, nternational Journal of Communication Systems wiley (Accepted) - IJCS-12-0389.R1Sep-2012
ARTICLES OF CONFERENCES
14- R.Ghayoula, T.Mbarek, A.Gharsallah, “Application of the neural network to the synthesis of Multibeam Antennas Arrays”- 14th
WORLD ENFORMATIKA CONFERENCE, TRANSACTIONS ON ENGINEERING, COMPUTING AND TECHNOLOGY
VOLUME 14 AUGUST 2006, ISSN 1305-5313, pp.274- 278, Prague, Czech Republic.
15- R. Ghayoula, A. Gharsallah “Application of the neural network to the synthesis of linear antenna array’s radiance diagram”,
IEEE International Conference on Design & Test of Integrated Systems in Nanoscale Technology DTIS’2006, Proceeding,
pp.427-430, Septembre 05-07, 2006 Tunis, Tunisia.
16- R.Ghayoula, T.Mbarek, A.Gharsallah, N.Fadlallah, M.Rammal, “ Application of the neural network to the synthesis of patch
antennas plane networks’ radiance diagram”, 7ème Colloque sur le Traitement Analogique de l’Information, du Signal et ses
Applications TAISA’2006,Proceeding, pp.137-141, le 19-20 Octobre 2006- Strasbourg, France.
17- R.Ghayoula, A.Gharsallah, N.Fadlallah, M.Rammal, “ Synthèse de diagramme de rayonnement d’un réseau d’antennes
linéaires par la méthode Dolph-Tchebycheff ”,4th International Conference: Sciences of Electronic, Technologies of Information
and Telecommunications SETIT ’2007, ISBN 978-9973-61-474-2, March 25-29, 2007 –Tunisia.
18- T.Mbarek, R.Ghayoula, A.Gharsallah, “ Conception et évolution d’une nouvelle matrice de Butler 4*4 alimentant une antenne
réseaux”,4th International Conference: Sciences of Electronic, Technologies of Information and Telecommunications SETIT
’2007, ISBN 978-9973-61-474-2, March 25-29, 2007 –Tunisia.
19- T.Mbarek, R.Ghayoula, A.Gharsallah, “Radiation Pattern of a Networks Antenna Supplied with Butler Matrix, Comparison with
a Multi-layer Structure”. The 23 rd International Review of Progress in Applied Computational Electromagnetics ACES 2007, pp.
1785- 1792, March 19 – 23, 2007, Verona, Italy
20- T.Mbarek, R.Ghayoula, A.Gharsallah, “Microstrip Antenna Array with Beamforming Network for WLAN Applications”. The 23 rd
International Review of Progress in Applied Computational Electromagnetics ACES 2007, March 19 – 23, 2007, pp. 1732-
1738, Verona, Italy
21- R.Ghayoula, A.Gharsallah, N.Fadlallah, M.Rammal, “ Artificial Neural Networks ANN Approach for the Synthesis of Patch
Antennas ”, IEEE Radar Conference,17-20 April 2007, ISBN: 1-4244-0284-0 pp. 285 – 290, Boston, MA, USA
22- N.Fadlallah, R.Ghayoula, A.Gharsallah, M.Rammal, “Sidelobe Reduction in Array- Pattern Synthesis Using Circular Antenna
Arrays”, Metamaterials for Secure Information and Communication Technologies, META’08, 7-10 May, 2008, Marrakesh,
pp.388-390, Morocco.
23- R.Ghayoula, N.Fadlallah, B.Granado, A.Gharsallah, M.Rammal, “Smart Antenna Implementation Based on Digital
Beamforming”, 10th International conference on Sciences and Techniques of Automatic control & computer engineering,
STA2008, Dec 2008, Tunisia.
24- L.Gargouri, R.Ghayoula, N.Fadlallah, A.Gharsallah, M.Rammal, “ Steering an Adaptive antenna Array by LMS Algorithm”pp.
459-462, 13-16 Dec.2009, ICECS 2009,Tunisia.
25- N.Fadlallah, R.Ghayoula, A.Gharsallah, M.Rammal, “ A Neural- Network- Based on Back-Propagation For the Synthesis of
Phased Cylindrical Antenna arrays”, 10th International conference on Sciences and Techniques of Automatic control &
computer engineering, STA'2009-ACS-591, pp 670-677,Dec 20-22, 2009, Tunisia.
26- A.Hammami, R.Ghayoula, A.Gharsallah,“ A Linear Adaptative Antenna Array with SQP Algorithm”, 6th International
Conference on Electrical Systems and Automatic Control, JTEA’2010,March 26-28, 2010, Hammamet, Tunisia.
27- A.Smida, L.Gargouri, R.Ghayoula, H. Trabelsi, A.Gharsallah,“ Amplitude-Only adaptive Nulling Based on Taguchi’s Method ”,
8th The International Multi-Conference on Systems signals & Devices SSD’11, Sousse, Tunisia 2011
28- A. Hammami, R.Ghayoula, A. Gharsallah,“Planar Array Antenna Pattern Nulling Based on Sequential Quadratic Programming
(SQP) Algorithm Method”, 8th The International Multi-Conference on Systems signals & Devices SSD’11, Sousse, Tunisia 2011
29- A. Hammami, R.Ghayoula, A. Gharsallah,“ Antenna Array Synthesis with Chebyshev-Genetic Algorithm Method ”, IEEE-2011
International Conference on Communications, Computing and Control Applications (CCCA’11) March 3-5, 2011 at Hammamet,
Tunisia
30- R.Ghayoula, L.Gargouri, N.Fadlallah, A.Gharsallah, M.Rammal,,“Smart Antennas for Wireless Applications and Switched
Beamforming” 28th NATIONAL RADIO SCIENCE CONFERENCE NRSC 2011, March 15-17, 2011, National
Telecommunication Institute, Egypt
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31- R.Ghayoula, L.Gargouri, A.Gharsallah, M.Latrach, “Synthèse de Diagramme de Rayonnement par la Méthode de Fourier:
Application dans le Domaine des Antennes Intelligentes”, 17èmes Journées Nationales Microondes, JNM 2011, 18-19-20 Mai
2011 – BREST, France
32- N. Nemri, A. Smida, R. Ghayoula, H.Trabelsi and A. Gharsallah, “Phase-Only Array Beam Control using a Taguchi
Optimization Method” 11th Mediterranean Microwave Symposium MMS’2011, 08-10 Sep 2011 Hammamet, Tunisia
33- A. Smida, R. Ghayoula, H.Trabelsi and A. Gharsallah, “Adaptive Radiation Pattern Optimization for Antenna Arrays by Phase
using a Taguchi Optimization Method” 11th Mediterranean Microwave Symposium MMS’2011, 08-10 Sep 2011 Hammamet,
Tunisia
34- M.A.El Cafsi, R.Ghayoula, H.Trabelsi and A.Gharsallah, “Phased Uniform Linear Antenna Array Synthesis using Genetic
Algorithm”, 11th Mediterranean Microwave Symposium MMS’2011, 08-10 Sep 2011 Hammamet, Tunisia
35- N. Fadlallah,L.Gargouri, A. Hammami, R.Ghayoula, A.Gharsallah and B. Granado, “ Antenna Array Synthesis with Dolph-
Chebyshev Method”, 11th Mediterranean Microwave Symposium MMS’2011, 08-10 Sep 2011 Hammamet, Tunisia
36- A. Smida, R. Ghayoula and A. Gharsallah,” Synthesis of Phased Cylindrical Arc Antenna Arrays Using Taguchi Method”,
Information Processing and Wireless Systems, IP-WiS 2012, March 16-18, 2012 Sousse, Tunisia
37- F. Ben Ghenaya, R. Ghayoula and A. Gharsallah,” A Smart Antenna System based on Planar Array Antenna”, Information
Processing and Wireless Systems, IP-WiS 2012, March 16-18, 2012 Sousse, Tunisia
38- N. Nemri, A. Smida, R. Ghayoula, H. Trabelsi and A. Gharsallah,” Synthesis and implementation of Phased Circular Antenna
Arrays Using Taguchi Method”, Information Processing and Wireless Systems, IP-WiS 2012, March 16-18, 2012 Sousse,
Tunisia
39- A. Smida, R. Ghayoula, A. Troudi, H. Trabelsi, A. Gharsallah, “Beam Synthesis of Phased Circular Antenna Arrays Using
Taguchi Method”, 9th International Conference on Communications COMM 2012, National Military Center Bucharest, 21 -23
Jun 2012, Romania
SEMINARY/ WORKSHOPS/COURSE
SEM1 : SEE2008, Sujet : “SEE Mitigation Strategies for Digital Circuit Design Applicable to ASIC and FPGAs”, Fernanda Lima
Kastensmidt, le 22 Février 2008, Cergy-pontoise, Paris - France.
SEM2 : Workshop on New Trends in Space Technologies, From October 31-2009 to November -02-2009, Sfax, Tunisia
FORM1: “STM32 Training : “Cortex-M3,STM32 Fxxx device,Getting started with STM32 tools“, ST Tunis, December 2009
COMPUTING SKILLS
Programmation Pascal, C, C++ programmation temps-réel (C++)
Assembleur, PIC 16Fxx,68HC11, ModelSIM, FPGA, Xilinx Platform Studio and ISE
Software Simulator: Embedded Development Kit, MPLAB, microcontrôleurs PIC, BORLAND C++ Builder,
Microsoft Visual C++, gcc, MatLAB/Simulink, Altera Max+II, Quartus outil
HDL,Picoblaze, Leon processor, Nios, Office Open Office, Microsoft Office
Software Simulator Microwave: Design System(ADS), Agilent Momentum, HFSS, CST Microwave Studio, Ansoft
Designer, Agilent Advanced
BOOKS
1. Ridha Ghayoula, "Synthèse d'un Algorithme de cryptographie Asymétrique RSA ", Maison d'Edition, Presses
Académiques Francophones, PAF, ISBN-13:978-3-8381-7218-7, published on August-2012
https://www.morebooks.de/store/fr/book/synthese-d-un-algorithme-de-cryptographie-asymetrique-rsa/isbn/978-3-8381-7218-7
6
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