Intelligent Transportation Systems (ITS) primarily rely on flow rate and occupancy to estimate traffic states. However, in heterogeneous traffic conditions characterized by weak lane discipline and diverse vehicle classes, these conventional metrics fail to capture the true operational efficiency of&#...

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Existing Gigabit Passive Optical Network (GPON) networks exhibit weaknesses in their traffic management abilities, specifically in the dynamic prioritization of data flow according to the policy constraints imposed by network administrators. In legacy GPON, the real-time priority process is achieved&#...

Pedestrians account for approximately 25% of traffic accidents, many of which can be prevented using autonomous driving systems (ADS). Although pedestrian detection has advanced significantly, intent prediction still lags behind human perception. A key challenge is predicting the intent of smalle...

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This paper addresses the regional control problem for networked systems under simultaneous actuator amplitude and rate constraints. Communication protocols are employed to manage signal transmission over the constrained network. Under the round-robin and try-once-discard protocols, sufficient conditions are...

Semi-supervised learning can leverage both labeled and unlabeled samples simultaneously to improve performance. However, existing methods often present the following issues: (1) The emphasis of learning is put on either the similarity structures or the regression losses of data, neglecting the&#x...

In this paper, the ultimately bounded state estimation problem is investigated for discrete-time singularly perturbed complex networks (SPCNs) under bit rate constraints. The measurement outputs of the considered SPCNs are transmitted to the remote estimator through a bandwidth-limited wireless networ...

The chemical composition of natural products is complex and the investigation of bioactivities of compounds of interest demands their isolation. S. terebinthifolia Raddi is a tree belonging to the Anacardiaceae family and is used in Brazilian folk medicine; its fruit (pink peppers) are&...