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Volvo State Estimation system can scan eye movements – PerformanceDrive

Volvo State Estimation system can scan eye movements – PerformanceDrive
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Driver State , State Estimation , After Porsche ,

"Event-triggered distributed moving horizon estimation for smart sensor" by Chenhui Xu, Defeng He et al.

This paper addresses the distributed state estimation problem of smart sensor networks affected by fading channels and constraints. An event-triggered distributed moving horizon estimation method is proposed from a robust perspective. Specifically, by considering the worst-case scenario of fading channels, the estimator in our proposed method is formulated as a minimax optimization problem with bound constraints. An event trigger mechanism (ETM) is incorporated to regulate information exchange among nodes. Sufficient conditions ensuring the local input-to-state consistent stability (LISCS) and the input-to-state stability (ISS) of estimation errors are established. To satisfy these conditions, the estimator’s parameters are derived by solving linear matrix inequalities (LMIs). Additionally, two approximate solutions for the estimator are presented to reduce the computational burden of online estimation. Finally, the simulation comparison and experimental results demonstrate the effec ....

Istributed Moving Horizon Estimation , Estimation Error , Event Trigger , Fading Channels , Nput To State Stability , Intelligent Sensors , Obust State Estimation , Smart Sensor Networks , State Estimation , Ymmetric Matrices ,

Training Data Created to Gauge Care Robot User States

Training Data Created to Gauge Care Robot User States
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Mizuki Takeda , Kaiji Sato , Toyohashi University Of Technology , Department Of Mechanical Engineering , Assistant Professor Mizuki Takeda , Mechanical Engineering , Toyohashi University , State Estimation , Care Robot ,

Creation of training data to estimate the states of care robot users

Creation of training data to estimate the states of care robot users
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Mizuki Takeda , Department Of Mechanical Engineering , Toyohashi University Of Technology , Toyohashi University , Assistant Professor Mizuki Takeda , Mechanical Engineering , State Estimation , Care Robot User ,