Over-the-air computation for 6G: Foundations, technologies, and applications

Z Wang, Y Zhao, Y Zhou, Y Shi, C Jiang… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
The rapid advancement of artificial intelligence technologies has given rise to diversified
intelligent services, which place unprecedented demands on massive connectivity and …

Joint source–channel coding: Fundamentals and recent progress in practical designs

D Gündüz, MA Wigger, TY Tung… - Proceedings of the …, 2024 - ieeexplore.ieee.org
Semantic-and task-oriented communication has emerged as a promising approach to
reducing the latency and bandwidth requirements of the next-generation mobile networks by …

Computation over multiple-access channels

B Nazer, M Gastpar - IEEE Transactions on information theory, 2007 - ieeexplore.ieee.org
The problem of reliably reconstructing a function of sources over a multiple-access channel
(MAC) is considered. It is shown that there is no source–channel separation theorem even …

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 …

Compressed sensing for networked data

J Haupt, WU Bajwa, M Rabbat… - IEEE Signal Processing …, 2008 - ieeexplore.ieee.org
This article describes a very different approach to the decentralized compression of
networked data. Considering a particularly salient aspect of this struggle that revolves …

Signal reconstruction from noisy random projections

J Haupt, R Nowak - IEEE Transactions on Information Theory, 2006 - ieeexplore.ieee.org
Recent results show that a relatively small number of random projections of a signal can
contain most of its salient information. It follows that if a signal is compressible in some …

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 …

Cooperative communications in resource-constrained wireless networks

YW Hong, WJ Huang, FH Chiu… - IEEE Signal processing …, 2007 - ieeexplore.ieee.org
Cooperative communications have been proposed to exploit the spatial diversity gains
inherent in multiuser wireless systems without the need of multiple antennas at each node …

Compressive wireless sensing

W Bajwa, J Haupt, A Sayeed, R Nowak - Proceedings of the 5th …, 2006 - dl.acm.org
Compressive Sampling is an emerging theory that is based on the fact that a relatively small
number of random projections of a signal can contain most of its salient information. In this …

Uncoded transmission is exactly optimal for a simple Gaussian “sensor” network

M Gastpar - IEEE Transactions on Information Theory, 2008 - ieeexplore.ieee.org
A single memoryless Gaussian source is observed by many terminals, subject to
independent Gaussian observation noises. The terminals are linked to a fusion center via a …