Joint activity and channel estimation for extra-large MIMO systems
Extra large MIMO (XL-MIMO) systems are subject to spatial non-stationarity forming visibility
regions (VRs), which leads to a sub-array-wise sparse structure of the channel matrix. When …
regions (VRs), which leads to a sub-array-wise sparse structure of the channel matrix. When …
Task-oriented communication design in cyber-physical systems: A survey on theory and applications
Communication system design has been traditionally guided by task-agnostic principles,
which aim at efficiently transmitting as many correct bits as possible through a given …
which aim at efficiently transmitting as many correct bits as possible through a given …
An adaptive modeling and performance evaluation framework for edge-enabled green IoT systems
The enormous growth in Internet of Things (IoT) has caused large-scale transformation in
data acquisition and communication mechanism for conventional IoT systems. The …
data acquisition and communication mechanism for conventional IoT systems. The …
Excess distortion exponent analysis for semantic-aware MIMO communication systems
Y Shi, S Shao, Y Wu, W Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this paper, the analysis of excess distortion exponent for joint source-channel coding
(JSCC) in semantic-aware communication systems is presented. By introducing an …
(JSCC) in semantic-aware communication systems is presented. By introducing an …
Federated inference with reliable uncertainty quantification over wireless channels via conformal prediction
In this paper, we consider a wireless federated inference scenario in which devices and a
server share a pre-trained machine learning model. The devices communicate statistical …
server share a pre-trained machine learning model. The devices communicate statistical …
[PDF][PDF] IoT based F-RAN architecture using cloud and edge detection system
S Shakya - Journal of ISMAC, 2021 - researchgate.net
A multi-cell Fog-Radio Access Network (F-RAN) architecture that takes into consideration
the noisy interference from Internet of Things (IoT) devices and transmission takes place in …
the noisy interference from Internet of Things (IoT) devices and transmission takes place in …
Information bottleneck-inspired type based multiple access for remote estimation in IoT systems
Type-basedmultiple access (TBMA) is a semantics-aware multiple access protocol for
remote inference. In TBMA, codewords are reused across transmitting sensors, with each …
remote inference. In TBMA, codewords are reused across transmitting sensors, with each …
A semantics-aware communication scheme to estimate the empirical measure of a quantity of interest via multiple access fading channels
In this paper, we address semantics-empowered communication strategies that
simultaneously incorporate semantic aware active sampling and transmission over a shared …
simultaneously incorporate semantic aware active sampling and transmission over a shared …
Transfer Learning Model for Joint Semantic and Channel Coding/Decoding in Wireless Systems
S Iyer - Wireless Personal Communications, 2024 - Springer
With significant increase in data and demand for large bandwidth, the wireless research
community has identified the need to focus on 'what'to transmit rather than focusing on only …
community has identified the need to focus on 'what'to transmit rather than focusing on only …
Rate-Distortion Analysis for Semantic-Aware Multi-Terminal Source Coding Problem
S Yuxuan, S Shuo, W Yongpeng - arxiv preprint arxiv:2303.06391, 2023 - arxiv.org
A novel distributed source coding model which named semantic-aware multi-terminal
source coding problem is proposed and studied in the paper. This is motivated by the new …
source coding problem is proposed and studied in the paper. This is motivated by the new …