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Over-the-air computation for 6G: Foundations, technologies, and applications
The rapid advancement of artificial intelligence technologies has given rise to diversified
intelligent services, which place unprecedented demands on massive connectivity and …
intelligent services, which place unprecedented demands on massive connectivity and …
Joint source–channel coding: Fundamentals and recent progress in practical designs
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 …
reducing the latency and bandwidth requirements of the next-generation mobile networks by …
Computation over multiple-access channels
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 …
(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
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 …
nodes that continuously observe physical phenomenon. Due to high density in the network …
Compressed sensing for networked data
This article describes a very different approach to the decentralized compression of
networked data. Considering a particularly salient aspect of this struggle that revolves …
networked data. Considering a particularly salient aspect of this struggle that revolves …
Signal reconstruction from noisy random projections
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 …
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
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 …
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 …
inherent in multiuser wireless systems without the need of multiple antennas at each node …
Compressive wireless sensing
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 …
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 …
independent Gaussian observation noises. The terminals are linked to a fusion center via a …