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20122023
most citedData Augmentation of Wearable Sensor Data for Parkinson's Disease Monitoring using Convolutional Neural Networks

630 citations · 1.2k across the 74 of their papers we have counts for

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5 papers · 1 filter

math.OC2021★ 26 cited

Value of Information in Feedback Control: Global Optimality

Touraj Soleymani, John S. Baras, Sandra Hirche +1

The rate-regulation tradeoff, defined between two objective functions, one penalizing the packet rate and one the regulation cost, can express the fundamental performance bound of…

math.OC2021★ 2 cited

Data-driven output synchronization of heterogeneous leader-follower multi-agent systems

Junjie Jiao, Henk J. van Waarde, Harry L. Trentelman +2

This paper deals with data-driven output synchronization for heterogeneous leader-follower linear multi-agent systems. Given a multi-agent system that consists of one autonomous le…

math.OC2018★ 59 cited

Value of Information in Feedback Control: Quantification

Touraj Soleymani, John S. Baras, Sandra Hirche

Although transmission of a data packet containing sensory information in a networked control system improves the quality of regulation, it has indeed a price from the communication…

math.OC2018★ 37 cited

Optimal LQG Control under Delay-dependent Costly Information

Dipankar Maity, Mohammad H. Mamduhi, Sandra Hirche +2

In the design of closed-loop networked control systems (NCSs), induced transmission delay between sensors and the control station is an often-present issue which compromises contro…

math.OC2012★ 2 cited

Event-Triggered Estimation of Linear Systems: An Iterative Algorithm and Optimality Properties

Adam Molin, Sandra Hirche

This report investigates the optimal design of event-triggered estimation for first-order linear stochastic systems. The problem is posed as a two-player team problem with a partia…