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A survey of stochastic simulation and optimization methods in signal processing
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 …
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
We consider a joint radar parameter estimation and communication system using orthogonal
time frequency space (OTFS) modulation. The scenario is motivated by vehicular …
time frequency space (OTFS) modulation. The scenario is motivated by vehicular …
Message passing algorithms for scalable multitarget tracking
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 …
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 …
by a componentwise probabilistic measurement channel. Although such linear mixing …
Sparse solution of underdetermined systems of linear equations by stagewise orthogonal matching pursuit
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 …
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
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 …
communications systems is offered, where we focus our attention not only on the theoretical …
Random matrix theory and wireless communications
Random matrix theory has found many applications in physics, statistics and engineering
since its inception. Although early developments were motivated by practical experimental …
since its inception. Although early developments were motivated by practical experimental …
[KNJIGA][B] MIMO wireless communications
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 …
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 …
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 …
systems. The IDMA receiver principles for different modulation and channel conditions are …