01602nam a22002897a 4500 58596 58596 20211115144929.0 211115b ||||| |||| 00| 0 eng d 9788195196104 :Variety Books Publishers & Distributors :B-10 Street No 2 West Vinod Nagar Delhi 110092 :IM2892 :02/11/2021 621.3822 VID Vidyasagar, M An introduction to Compressed Sensing / M Vidyasagar New Delhi :Hindustan Book Agency 2020 xi, 341p. 24cm. 995 Texts and Reading In Mathematics 81 Mathematical preliminaries -- Compressed sensing : problem formulations -- Null space--based conditions -- Concepts from graph theory -- Deterministic construction of measurement matrices -- Probabilistic construction of measurement matrices -- Matrix recovery and completion -- Some recent approaches to vector recovery -- Optimization algorithms -- Case studies. Compressed sensing is a relatively recent area of research that refers to the recovery of high-dimensional but low-complexity objects from a limited number of measurements. This book presents significant concepts never before discussed and new advances in the theory, providing an in-depth initiation to the field of compressed sensing Applied physics Signal processing. Linear programming. Optimization. Combinatorics & graph theory. Matrix completion Vidyasagar, M MDL 0 0 ddc 0 0 MDL SNUL 2021-11-15 Variety Books Publishers & Distributors 995.00 0 621.3822 VID M265 2021-11-15 00:00:00 2021-11-15 MDL FPDA Grant