Acknowledgments
At the end of this work, I thank Almighty God for granting me health, courage,
and determination to complete this modest piece of work.
I am particularly grateful to my supervisor, Mr. MEZOUAR K., Professor at
ENSSMAL, for guiding me throughout the process of this work. Despite his
administrative responsibilities, his availability, guidance, and advice enabled
me to successfully carry out this work. Please accept, Sir, the expression of my
respectful consideration and profound admiration for all your scientific and
human qualities.
I am immensely grateful to my co-supervisor, Mr. GHOGGALI S., Associate
Professor at ENSER in Batna, who kindly accompanied and guided me in the
Machine Learning and wave channel part. I want to express my deep
gratitude for your support and unwavering kindness despite your professional
responsibilities and the distance.
I would like to express my sincere gratitude to Ms. SALEM CHERIF Y., a
teacher at ENSSMAL, for her guidance and valuable advice during the
completion of my first three chapters. Despite her multiple commitments, she
dedicated time and energy to provide exceptional guidance.
I extend my profound appreciation to Ms. MAOUEL D. and Ms. FELLAH H.,
teachers at ENSSMAL, for their support and valuable advice during the
completion of the BMC part. Despite their numerous responsibilities, they
generously devoted time to guide me.
It is with great pleasure that I thank Mr. DAHMANI AEA. for taking the
time to review the scientific part of my work.
I also express my heartfelt gratitude to Ms. FELLAH H. for taking the time to
review the BMC part of my work.
I would like to thank Ms. FEZAA N., a professor at ENSMAL, for agreeing to
preside over my thesis defense.
Finally, I extend my gratitude to all those who have contributed directly or
indirectly to the completion of this thesis.