Spatio-temporal correlation: theory and applications for wireless sensor networks

MC Vuran, ÖB Akan, IF Akyildiz - Computer Networks, 2004 - Elsevier
Wireless Sensor Networks (WSN) are characterized by the dense deployment of sensor
nodes that continuously observe physical phenomenon. Due to high density in the network …

Spatial correlation-based collaborative medium access control in wireless sensor networks

MC Vuran, IF Akyildiz - IEEE/ACM Transactions On Networking, 2006 - ieeexplore.ieee.org
Wireless Sensor Networks (WSN) are mainly characterized by dense deployment of sensor
nodes which collectively transmit information about sensed events to the sink. Due to the …

Topics in multi-user information theory

G Kramer - … and Trends® in Communications and Information …, 2008 - nowpublishers.com
This survey reviews fundamental concepts of multi-user information theory. Starting with
typical sequences, the survey builds up knowledge on random coding, binning …

Source-channel diversity for parallel channels

JN Laneman, E Martinian, GW Wornell… - IEEE Transactions …, 2005 - ieeexplore.ieee.org
We consider transmitting a source across a pair of independent, nonergodic channels with
random states (eg, slow-fading channels) so as to minimize the average distortion. The …

On rate-constrained distributed estimation in unreliable sensor networks

P Ishwar, R Puri, K Ramchandran… - IEEE Journal on …, 2005 - ieeexplore.ieee.org
We study the problem of estimating a physical process at a central processing unit (CPU)
based on noisy measurements collected from a distributed, bandwidth-constrained …

Asymptotic frame theory for analog coding

M Haikin, M Gavish, DG Mixon… - Foundations and Trends …, 2021 - nowpublishers.com
Over-complete systems of vectors, or in short, frames, play the role of analog codes in many
areas of communication and signal processing. To name a few, spreading sequences for …

n-channel symmetric multiple descriptions-part II: An achievable rate-distortion region

R Puri, SS Pradhan… - IEEE Transactions on …, 2005 - ieeexplore.ieee.org
In this Part II of a two-part paper, we present a new achievable rate-distortion region for the
symmetric n-channel multiple-descriptions coding problem (n> 2) where the rate of every …

Vector Gaussian multiple description with individual and central receivers

H Wang, P Viswanath - IEEE Transactions on Information …, 2007 - ieeexplore.ieee.org
T multiple descriptions of a vector Gaussian source for individual and central receivers are
investigated. The sum rate of the descriptions with covariance distortion measure …

Multiple description quantization via Gram–Schmidt orthogonalization

J Chen, C Tian, T Berger… - IEEE Transactions on …, 2006 - ieeexplore.ieee.org
The multiple description (MD) problem has received considerable attention as a model of
information transmission over unreliable channels. A general framework for designing …

An algebraic and probabilistic framework for network information theory

SS Pradhan, A Padakandla… - Foundations and Trends …, 2020 - nowpublishers.com
In this monograph, we develop a mathematical framework based on asymptotically good
random structured codes, ie, codes possessing algebraic properties, for network information …