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Physiological Data Collection, supplied by PLUX Biosignals SA, used in various techniques. Bioz Stars score: 94/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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Neuracle Technology physiological data collection system neusen w series wireless eeg acquisition system
Experimental setup of multimodal human driver factor data collection. ( a ) A brief sketch of the overall simulation scenario. ( b ) Structural diagram of the simulator with six degrees of freedom. ( c ) Overall environment. All participants completed the experiment in the same environment. ( d ) Data collection. The multimodal <t>physiological</t> data to be collected are shown in Fig. 1, and the use of the relevant portraits was authorized by the participants.
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Empatica Inc physiological data collected via empatica e4 wristband
Experimental setup of multimodal human driver factor data collection. ( a ) A brief sketch of the overall simulation scenario. ( b ) Structural diagram of the simulator with six degrees of freedom. ( c ) Overall environment. All participants completed the experiment in the same environment. ( d ) Data collection. The multimodal <t>physiological</t> data to be collected are shown in Fig. 1, and the use of the relevant portraits was authorized by the participants.
Physiological Data Collected Via Empatica E4 Wristband, supplied by Empatica Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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Empatica Inc physiological data collected via muse headband
Experimental setup of multimodal human driver factor data collection. ( a ) A brief sketch of the overall simulation scenario. ( b ) Structural diagram of the simulator with six degrees of freedom. ( c ) Overall environment. All participants completed the experiment in the same environment. ( d ) Data collection. The multimodal <t>physiological</t> data to be collected are shown in Fig. 1, and the use of the relevant portraits was authorized by the participants.
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Molcan Corporation physiological telemetric data collection
Experimental setup of multimodal human driver factor data collection. ( a ) A brief sketch of the overall simulation scenario. ( b ) Structural diagram of the simulator with six degrees of freedom. ( c ) Overall environment. All participants completed the experiment in the same environment. ( d ) Data collection. The multimodal <t>physiological</t> data to be collected are shown in Fig. 1, and the use of the relevant portraits was authorized by the participants.
Physiological Telemetric Data Collection, supplied by Molcan Corporation, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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MindWare Technologies LTD physiological data collection system mw1000a acquisition system
Experimental setup of multimodal human driver factor data collection. ( a ) A brief sketch of the overall simulation scenario. ( b ) Structural diagram of the simulator with six degrees of freedom. ( c ) Overall environment. All participants completed the experiment in the same environment. ( d ) Data collection. The multimodal <t>physiological</t> data to be collected are shown in Fig. 1, and the use of the relevant portraits was authorized by the participants.
Physiological Data Collection System Mw1000a Acquisition System, supplied by MindWare Technologies LTD, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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Wolters Kluwer Health physiological data collection and analysis
Experimental setup of multimodal human driver factor data collection. ( a ) A brief sketch of the overall simulation scenario. ( b ) Structural diagram of the simulator with six degrees of freedom. ( c ) Overall environment. All participants completed the experiment in the same environment. ( d ) Data collection. The multimodal <t>physiological</t> data to be collected are shown in Fig. 1, and the use of the relevant portraits was authorized by the participants.
Physiological Data Collection And Analysis, supplied by Wolters Kluwer Health, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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BIOPAC physiological data collection unit
Experimental setup of multimodal human driver factor data collection. ( a ) A brief sketch of the overall simulation scenario. ( b ) Structural diagram of the simulator with six degrees of freedom. ( c ) Overall environment. All participants completed the experiment in the same environment. ( d ) Data collection. The multimodal <t>physiological</t> data to be collected are shown in Fig. 1, and the use of the relevant portraits was authorized by the participants.
Physiological Data Collection Unit, supplied by BIOPAC, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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Experimental setup of multimodal human driver factor data collection. ( a ) A brief sketch of the overall simulation scenario. ( b ) Structural diagram of the simulator with six degrees of freedom. ( c ) Overall environment. All participants completed the experiment in the same environment. ( d ) Data collection. The multimodal physiological data to be collected are shown in Fig. 1, and the use of the relevant portraits was authorized by the participants.

Journal: Scientific Data

Article Title: A multimodal physiological dataset for driving behaviour analysis

doi: 10.1038/s41597-024-03222-2

Figure Lengend Snippet: Experimental setup of multimodal human driver factor data collection. ( a ) A brief sketch of the overall simulation scenario. ( b ) Structural diagram of the simulator with six degrees of freedom. ( c ) Overall environment. All participants completed the experiment in the same environment. ( d ) Data collection. The multimodal physiological data to be collected are shown in Fig. 1, and the use of the relevant portraits was authorized by the participants.

Article Snippet: The EEG signals were collected by the physiological data collection system called the NeuSen W Series Wireless EEG Acquisition System, which is provided by Neuracle.

Techniques:

Marker used to mark the event occurrence point. With reference to the event related potential (ERP) paradigm, 500 ms before the event and 1500 ms after the event were intercepted to analyse the relationship between physiological signals and driving behaviours. To reduce mutual interference between events, there is a time interval between two events.

Journal: Scientific Data

Article Title: A multimodal physiological dataset for driving behaviour analysis

doi: 10.1038/s41597-024-03222-2

Figure Lengend Snippet: Marker used to mark the event occurrence point. With reference to the event related potential (ERP) paradigm, 500 ms before the event and 1500 ms after the event were intercepted to analyse the relationship between physiological signals and driving behaviours. To reduce mutual interference between events, there is a time interval between two events.

Article Snippet: The EEG signals were collected by the physiological data collection system called the NeuSen W Series Wireless EEG Acquisition System, which is provided by Neuracle.

Techniques: Marker

Correlation heatmap of mean values of physiological signals and five driving behaviors.

Journal: Scientific Data

Article Title: A multimodal physiological dataset for driving behaviour analysis

doi: 10.1038/s41597-024-03222-2

Figure Lengend Snippet: Correlation heatmap of mean values of physiological signals and five driving behaviors.

Article Snippet: The EEG signals were collected by the physiological data collection system called the NeuSen W Series Wireless EEG Acquisition System, which is provided by Neuracle.

Techniques:

Correlation heatmap of variation values of physiological signals and five driving behaviors.

Journal: Scientific Data

Article Title: A multimodal physiological dataset for driving behaviour analysis

doi: 10.1038/s41597-024-03222-2

Figure Lengend Snippet: Correlation heatmap of variation values of physiological signals and five driving behaviors.

Article Snippet: The EEG signals were collected by the physiological data collection system called the NeuSen W Series Wireless EEG Acquisition System, which is provided by Neuracle.

Techniques:

The overall design framework of the experiment. ( a ) Trigger event. ( b ) Signal input. ( c ) Model selection. ( d ) Behavioural output. The overall idea is to induce different driving behaviour of human drivers through specific events and synchronously collect multimodal physiological signals, and then use models, such as LDA and EEGNet, to classify multiple driving behaviours.

Journal: Scientific Data

Article Title: A multimodal physiological dataset for driving behaviour analysis

doi: 10.1038/s41597-024-03222-2

Figure Lengend Snippet: The overall design framework of the experiment. ( a ) Trigger event. ( b ) Signal input. ( c ) Model selection. ( d ) Behavioural output. The overall idea is to induce different driving behaviour of human drivers through specific events and synchronously collect multimodal physiological signals, and then use models, such as LDA and EEGNet, to classify multiple driving behaviours.

Article Snippet: The EEG signals were collected by the physiological data collection system called the NeuSen W Series Wireless EEG Acquisition System, which is provided by Neuracle.

Techniques: Selection