We develop efficient iterative methods for solving inverse problems of wave tomography in models incorporating both diffraction effects and attenuation. In the inverse problem the aim is to reconstruct the velocity structure and the function that characterizes the distribution of attenuation properties in the object studied. We prove mathematically and rigorously the differentiability of the residual functional in normed spaces, and derive the corresponding formula for the Frechet derivative. The computation of the Frechet derivative includes solving both the direct problem with the Neumann boundary condition and the reversed-time conjugate problem. We develop efficient methods for numerical computations where the approximate solution is found using the detector measurements of the wave field and its normal derivative. The wave field derivative values at detector locations are found by solving the exterior boundary value problem with the Dirichlet boundary conditions. We illustrate the efficiency of this approach by applying it to model problems. The algorithms developed are highly parallelizable and designed to be run on supercomputers. Among the most promising medical applications of our results is the development of ultrasonic tomographs for differential diagnosis of breast cancer.
机构:
KTH Royal Inst Technol, Dept Math, S-10044 Stockholm, Sweden
Elekta AB, Box 7593, SE-10393 Stockholm, SwedenKTH Royal Inst Technol, Dept Math, S-10044 Stockholm, Sweden
Adler, Jonas
Oktem, Ozan
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KTH Royal Inst Technol, Dept Math, S-10044 Stockholm, SwedenKTH Royal Inst Technol, Dept Math, S-10044 Stockholm, Sweden
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Univ KwaZulu Natal, Sch Math Sci, Private Bag X01, ZA-3209 Pietermaritzburg, South AfricaUniv KwaZulu Natal, Sch Math Sci, Private Bag X01, ZA-3209 Pietermaritzburg, South Africa
Behl, Ramandeep
Cordero, Alicia
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Univ Politecn Valencia, Inst Univ Matemat Multidisciplinar, Valencia, SpainUniv KwaZulu Natal, Sch Math Sci, Private Bag X01, ZA-3209 Pietermaritzburg, South Africa
Cordero, Alicia
Motsa, Sandile S.
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Univ Swaziland, Dept Math, Private Bag 4,M201, Kwaluseni, Eswatini
Univ Kwazulu Natal, Sch Math Stat & Comp Sci, Private Bag X01, ZA-3209 Pietermaritzburg, South AfricaUniv KwaZulu Natal, Sch Math Sci, Private Bag X01, ZA-3209 Pietermaritzburg, South Africa
Motsa, Sandile S.
Torregrosa, Juan R.
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Univ Politecn Valencia, Inst Univ Matemat Multidisciplinar, Valencia, SpainUniv KwaZulu Natal, Sch Math Sci, Private Bag X01, ZA-3209 Pietermaritzburg, South Africa
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Lomonosov Moscow State Univ, Moscow 199991, Russia
Moscow Ctr Fundamental & Appl Math, Moscow 119991, RussiaLomonosov Moscow State Univ, Moscow 199991, Russia
Goncharsky, A. V.
Romanov, S. Y.
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Lomonosov Moscow State Univ, Moscow 199991, Russia
Moscow Ctr Fundamental & Appl Math, Moscow 119991, RussiaLomonosov Moscow State Univ, Moscow 199991, Russia
Romanov, S. Y.
Seryozhnikov, S. Y.
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Lomonosov Moscow State Univ, Moscow 199991, Russia
Moscow Ctr Fundamental & Appl Math, Moscow 119991, RussiaLomonosov Moscow State Univ, Moscow 199991, Russia