An Introduction to Compressed Sensing

M. Vidyasagar

Dis 2019 · Computational Science and Engineering Buku 22 · SIAM

e-Buku

253

Halaman

Layak

Rating dan ulasan tidak disahkan Ketahui Lebih Lanjut

Perihal e-buku ini

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. The topic has applications to signal/image processing and computer algorithms, and it draws from a variety of mathematical techniques such as graph theory, probability theory, linear algebra, and optimization. The author presents significant concepts never before discussed as well as new advances in the theory, providing an in-depth initiation to the field of compressed sensing.

An Introduction to Compressed Sensing contains substantial material on graph theory and the design of binary measurement matrices, which is missing in recent texts despite being poised to play a key role in the future of compressed sensing theory. It also covers several new developments in the field and is the only book to thoroughly study the problem of matrix recovery. The book supplies relevant results alongside their proofs in a compact and streamlined presentation that is easy to navigate.

The core audience for this book is engineers, computer scientists, and statisticians who are interested in compressed sensing. Professionals working in image processing, speech processing, or seismic signal processing will also find the book of interest.

Berikan rating untuk e-Buku ini

Beritahu kami pendapat anda.

Maklumat pembacaan

Telefon pintar dan tablet

Pasang apl Google Play Books untuk Android dan iPad/iPhone. Apl ini menyegerak secara automatik dengan akaun anda dan membenarkan anda membaca di dalam atau luar talian, walau di mana jua anda berada.

Komputer riba dan komputer

Anda boleh mendengar buku audio yang dibeli di Google Play menggunakan penyemak imbas web komputer anda.

eReader dan peranti lain

Untuk membaca pada peranti e-dakwat seperti Kobo eReaders, anda perlu memuat turun fail dan memindahkan fail itu ke peranti anda. Sila ikut arahan Pusat Bantuan yang terperinci untuk memindahkan fail ke e-Pembaca yang disokong.

Laporkan kandungan haram