A survey of stochastic simulation and optimization methods in signal processing

M Pereyra, P Schniter, E Chouzenoux… - IEEE Journal of …, 2015 - ieeexplore.ieee.org
Modern signal processing (SP) methods rely very heavily on probability and statistics to
solve challenging SP problems. SP methods are now expected to deal with ever more …

On the effectiveness of OTFS for joint radar parameter estimation and communication

L Gaudio, M Kobayashi, G Caire… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
We consider a joint radar parameter estimation and communication system using orthogonal
time frequency space (OTFS) modulation. The scenario is motivated by vehicular …

Message passing algorithms for scalable multitarget tracking

F Meyer, T Kropfreiter, JL Williams, R Lau… - Proceedings of the …, 2018 - ieeexplore.ieee.org
Situation-aware technologies enabled by multitarget tracking will lead to new services and
applications in fields such as autonomous driving, indoor localization, robotic networks, and …

Generalized approximate message passing for estimation with random linear mixing

S Rangan - 2011 IEEE International Symposium on Information …, 2011 - ieeexplore.ieee.org
We consider the estimation of a random vector observed through a linear transform followed
by a componentwise probabilistic measurement channel. Although such linear mixing …

Sparse solution of underdetermined systems of linear equations by stagewise orthogonal matching pursuit

DL Donoho, Y Tsaig, I Drori… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
Finding the sparsest solution to underdetermined systems of linear equations y= Φ x is NP-
hard in general. We show here that for systems with “typical”/“random” Φ, a good …

A unified treatment of superposition coding aided communications: Theory and practice

R Zhang, L Hanzo - IEEE communications surveys & tutorials, 2010 - ieeexplore.ieee.org
In this tutorial, a unified treatment of the topic of SuperPosition Coding (SPC) aided
communications systems is offered, where we focus our attention not only on the theoretical …

Random matrix theory and wireless communications

AM Tulino, S Verdú - Foundations and Trends® in …, 2004 - nowpublishers.com
Random matrix theory has found many applications in physics, statistics and engineering
since its inception. Although early developments were motivated by practical experimental …

[KNJIGA][B] MIMO wireless communications

E Biglieri, R Calderbank, A Constantinides… - 2007 - books.google.com
Multiple-input multiple-output (MIMO) technology constitutes a breakthrough in the design of
wireless communications systems, and is already at the core of several wireless standards …

Novel low-density signature for synchronous CDMA systems over AWGN channel

R Hoshyar, FP Wathan… - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
Novel low-density signature (LDS) structure is proposed for transmission and detection of
symbol-synchronous communication over memoryless Gaussian channel. Given N as the …

Interleave division multiple-access

L **, L Liu, K Wu, WK Leung - IEEE transactions on wireless …, 2006 - ieeexplore.ieee.org
This paper provides a comprehensive study of interleave-division multiple-access (IDMA)
systems. The IDMA receiver principles for different modulation and channel conditions are …