IEEE Signal Processing - March 2018 - 1

Contents

Volume 35 | Number 2 | March 2018

special section

Ghassan AlRegib, Mohamed Deriche,
Zhiling Long, Haibin Di,
Zhen Wang, Yazeed Alaudah,
Muhammad Amir Shafiq,
and Motaz Alfarraj

subsurface exploration:
recent advances in Geo-siGnal
processinG, interpretation,
and learninG
16

From the Guest editors

machine LearninG For
VoLcano-seismic siGnaLs

a seismic shiFt in scaLabLe
acquisition demands
new ProcessinG

Eileen R. Martin, Fantine Huot,
Yinbin Ma, Robert Cieplicki,
Steve Cole, Martin Karrenbach,
and Biondo L. Biondi

imProVinG sParse muLtichanneL
bLind deconVoLution with
correLated seismic data
Kenji Nose-Filho,
André Kazuo Takahata,
Renato Lopes, and
João Marcos Travassos Romano

array ProcessinG in
microseismic monitorinG

James. H. McClellan, Leo Eisner,
Entao Liu, Naveed Iqbal,
Abdullatif A. Al-Shuhail,
and Sanlinn I. Kaka

Ghassan AlRegib, Sergey Fomel,
and Renato Lopes

Marielle Malfante, Mauro Dalla Mura,
Jean-Philippe Métaxian, Jérôme I. Mars,
Orlando Macedo, and Adolfo Inza

subsurFace structure
anaLysis usinG comPutationaL
interPretation and LearninG

112

Arnaud Jarrot, Andriy Gelman,
and Julius Kusuma

on the cover
this special issue of IEEE Signal Processing Magazine provides an introduction to the role of signal processing in areas
where automation and learning are being deployed in earth
exploration. articles are diverse in their coverage and discuss
a wide range of problems in geophysics. some of these
problems range from near-surface monitoring to well-log data
estimation and from compression of seismic data to the
interpretation of seismic volumes using machine learning.
cover image: soil: ©istockphoto.com/prapann,
ground photo: ©istockphoto.com/ dottedhippo

wireLess diGitaL communication
technoLoGies For driLLinG

121

diGitaL rock Physics

132

retrieVinG Low waVenumber
inFormation in Fwi

Hasan Al-Marzouqi

Wenyi Hu, Jiefu Chen, Jianguo Liu,
and Aria Abubakar

142

comPLex autoreGressiVe
time-Frequency anaLysis

Marcus C.B. Andrade,
Milton J. Porsani, and Bjorn Ursin

adVances in seismic data
comPression Via LearninG
From data
Ali Payani, Afshin Abdi,
Xin Tian, Faramarz Fekri,
and Mohamed Mohandes

ghost orchestra proJect/limsi

an aPProximate rePresentation
oF the Fourier sPectra
oF irreGuLarLy samPLed
muLtidimensionaL Functions
Adelson Santos de Oliveira

72
pg. 12

weLL-LoG and seismic data
inteGration For reserVoir
characterization

pg. 154

Soumi Chaki, Aurobinda Routray,
and William K. Mohanty

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Table of Contents for the Digital Edition of IEEE Signal Processing - March 2018