Gmns based tensor decomposition
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Gmns based tensor decomposition
VIETNAM NATIONAL ƯNIVERISTY, HANOIUNIVERSITY OF ENGINEERING AND TECHNOLOGYLE TRUNG THANHGMNS-BASED TENSOR DECOMPOSITIONMASTER THESIS: COMMUNICATIONS E Gmns based tensor decomposition ENGINEERINGHanoi. 11/2018VIETNAM NATIONAL ƯNIVERISTY, HANOIUNIVERSITY OF ENGINEERING AND TECHNOLOGYLE TRƯNG THANHGMNS-BASED TENSOR DECOMPOSITIONProgram: Communications EngineeringMajor: Electronics and Communications EngineeringCode: 8510302.02MASTER THESIS: COMMUNICATIONS ENGINEERINGSUPERVISOR: Ass Gmns based tensor decomposition oc. Prof. NGUYEN LINH TRUNGHanoi - 11 /2018https://khothu vien .comAuthorship"I hereby declare that the work contained in this thesis is of my own andGmns based tensor decomposition
has not been previously submitted for a degree or diploma at this or any other higher education institution. To the best of my knowledge and belief, VIETNAM NATIONAL ƯNIVERISTY, HANOIUNIVERSITY OF ENGINEERING AND TECHNOLOGYLE TRUNG THANHGMNS-BASED TENSOR DECOMPOSITIONMASTER THESIS: COMMUNICATIONS E Gmns based tensor decomposition ......................................Supervisor's approval'7 hereby approve that the thesis in Its current form is ready for committee examination as a requirement for the Degree of Master in Electronics and Communications Engineering at the University of Engineering and Technology".Signature:..... Gmns based tensor decomposition ..............................................iiAcknowledgmentsThis thesis would not have been possible without the guidance and the help of several iGmns based tensor decomposition
ndividuals who contributed and extended their valuable assistance in the preparation and completion of this study.I am deeply thankful to my family, wVIETNAM NATIONAL ƯNIVERISTY, HANOIUNIVERSITY OF ENGINEERING AND TECHNOLOGYLE TRUNG THANHGMNS-BASED TENSOR DECOMPOSITIONMASTER THESIS: COMMUNICATIONS E Gmns based tensor decomposition to my supervisor, Prof. Nguyen Linh Trung who introduced me to the interesting research problem of tensor analysis that combines multilinear algebra and signal processing. Under his guidance, I have learned many useful things from him such as passion, patience and academic integrity. I am lucky to Gmns based tensor decomposition have him as my supervisor. To me, he is the best supervisor who a student can ask for. Many thanks to Dr. Nguyen Viet Dung for his support, valuable cGmns based tensor decomposition
omments on my work, as well as his professional experience in academic life. My main results in this thesis are inspired directly from his GMNN algoriVIETNAM NATIONAL ƯNIVERISTY, HANOIUNIVERSITY OF ENGINEERING AND TECHNOLOGYLE TRUNG THANHGMNS-BASED TENSOR DECOMPOSITIONMASTER THESIS: COMMUNICATIONS E Gmns based tensor decomposition yen Thi Anh Dao, Mr. Nguyen Thanh Trung, Dr. Nguyen Thi Hong Thinh, Dr. Le Vu Ha and Prof. Karim Abed-Meraim for all their enthusiastic guidance and encouragement during the study and preparation for my thesis.Finally, I would like to express my great appreciation to all professors of the Faculty of Gmns based tensor decomposition Electronics and Telecommunications for their kind teaching during the two years of my study.The work presented in this thesis is based on the researcGmns based tensor decomposition
h and development conducted in Signals and Systems Laboratory (SSL) at University of Engineering and Technology within Vietnam National University, HaVIETNAM NATIONAL ƯNIVERISTY, HANOIUNIVERSITY OF ENGINEERING AND TECHNOLOGYLE TRUNG THANHGMNS-BASED TENSOR DECOMPOSITIONMASTER THESIS: COMMUNICATIONS E Gmns based tensor decomposition work has been presented in the following publication:[1]Le Trung Thanh, Nguyen Viet-Dung, Nguyen Linh-Trung and Karim Abed-Meraim. "Three-Way Tensor Decompositions: A Generalized Minimum Noise Subspace Based Approach." REV Journal on Electronics and Communications, vol. 8, no. 1-2, 2018. Gmns based tensor decomposition VIETNAM NATIONAL ƯNIVERISTY, HANOIUNIVERSITY OF ENGINEERING AND TECHNOLOGYLE TRUNG THANHGMNS-BASED TENSOR DECOMPOSITIONMASTER THESIS: COMMUNICATIONS EGọi ngay
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