Predictive control and communication co-design via two-way Gaussian process regression and AoI-aware scheduling
This article studies the joint problem of uplink-downlink scheduling and power allocation for
controlling a large number of control systems that upload their states to remote controllers …
controlling a large number of control systems that upload their states to remote controllers …
Predictive control and communication co-design: A Gaussian process regression approach
While remote control over wireless connections is a key enabler for scalable control systems
consisting of multiple actuator-sensor pairs, ie, control systems, it entails two technical …
consisting of multiple actuator-sensor pairs, ie, control systems, it entails two technical …
Split learning meets Koopman theory for wireless remote monitoring and prediction
Remote state monitoring over wireless is envisaged to play a pivotal role in enabling beyond
5G applications ranging from remote drone control to remote surgery. One key challenge is …
5G applications ranging from remote drone control to remote surgery. One key challenge is …
On joint source-channel coding for a multivariate Gaussian on a Gaussian MAC
PA Floor, AN Kim, TA Ramstad… - IEEE Transactions …, 2015 - ieeexplore.ieee.org
In this paper, nonlinear distributed joint source-channel coding (JSCC) schemes for
transmission of multivariate Gaussian sources over a Gaussian multiple access channel are …
transmission of multivariate Gaussian sources over a Gaussian multiple access channel are …
Analog mappings for non-linear channels with applications to underwater channels
M Hassanin, J Garcia-Frias - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This paper discusses the application of Analog Joint Source Channel Coding (JSCC) to Non-
Linear Channels, including underwater acoustic channels. Different from traditional digital …
Linear Channels, including underwater acoustic channels. Different from traditional digital …
Analog joint source-channel coding for transmission of correlated senders over separated noisy channels
B Lu, J Garcia-Frias - 2015 49th Annual Conference on …, 2015 - ieeexplore.ieee.org
We consider the problem of transmitting quadratic Gaussian sources over separated
Gaussian channels using analog joint source-channel coding schemes. We propose a novel …
Gaussian channels using analog joint source-channel coding schemes. We propose a novel …
A hybrid digital-analog scheme for the Multiple Access Channel
M Hassanin, J Garcia-Frias - 2014 48th Annual Conference on …, 2014 - ieeexplore.ieee.org
We present a new access scheme for the AWGN Multiple Access Channel (MAC). The
proposed system is a hybrid scheme consisting of the combination of analog joint source …
proposed system is a hybrid scheme consisting of the combination of analog joint source …
Predictive over-the-air sensing and controlling under limited communication and computational resources
K Ranasinghe - 2022 - oulurepo.oulu.fi
Recently, the wireless networked control systems (WNCS) have become a key infrastructure
technology for critical control systems due to their low cost of deployment and maintenance …
technology for critical control systems due to their low cost of deployment and maintenance …
Analog joint source channel coding for block fading multiple access channels
We address the transmission of discrete-time analog samples over a block fading Multiple
Access Channel (MAC). We propose two practical access schemes to achieve the sum …
Access Channel (MAC). We propose two practical access schemes to achieve the sum …
Fixed-rate transmission of correlated analog sources over fading multiple-access channels: performance bounds and code design
CLI Illangakoon Mudiyanselage - 2020 - mspace.lib.umanitoba.ca
Reliable and efficient communication of analog observations over a fading multiple access
channel (MAC) is important in wireless sensor networks. A sensor network can be well …
channel (MAC) is important in wireless sensor networks. A sensor network can be well …