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"Human-machine Authority Allocation in Indirect Cooperative Shared Stee" by Hongbo Wang, Lizhao Feng et al.

In the man-machine co-driving, most of the existing indirect cooperative shared steering control(ICSSC) strategies adopt fixed driver models and are designed based on rules. However, the fixed driver model is difficult to match with the actual situation, and the rule-based strategy is hard to be designed under the multi-dimensional feature input and the multi-objective conditions and require complicated parameters adjustment. A driver model that conforms to the driving characteristics of drivers...
Model Predictive Control Deepq Network Deep Deterministic Policy Gradient Twin Delayed Deep Deterministic Policy Gradient Heuristic Algorithms Human Machine Systems
Source: uow.edu.au

"Exploiting environmental information using HsMMs for smartphone user t" by Shuai Sun, Yan Li et al.

The extensive deployment of wireless infrastructure provides alternative low-cost methods for location awareness of mobile phone users in indoor environments by processing the received signal strength (RSS) of the mobile phone. In such a signal processing framework, hidden Markov models (HMMs) are often used to model the uncertainties of RSS data and incorporate environmental information into localization. Since hidden semi-Markov models (HsMMs) outperform HMMs in their ability to model state du...
Environmental Information Orward Recursion Heuristic Algorithms Hidden Markov Models Idden Semi Markov Model Indoor Positioning
Source: uow.edu.au

"Green Multi-Stage Upgrade of Switches and Controllers for Bundled-Link" by Lely Hiryanto, Sieteng Soh et al.

The switches in legacy networks perform both control and data forwarding operations. In contrast, in a software defined network (SDN), a controller is responsible for network control and each SDN-switch (s-switch) only forwards data packets. Advantageously, controllers can be upgraded easily to run state-of-the-art network configuration and management solutions. In this context, this paper addresses the novel problem of upgrading a legacy network into an SDN over multiple stages that span months...
Control Systems Ontroller Placement Energy Consumption Nergy Saving Reen Routing Heuristic Algorithms
Source: uow.edu.au

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