. Papadelis 4. Riemersma 5 RR. . Saroj. Akerstedt 7. δ 0. 5 ~ 4 Hz θ 4 ~ 8 Hz α 8 ~ 14 Hz β 14 ~ 30 Hz 1. 1 MCCARTT 8-10
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1 Vol 37 No 10 JOURNAL OF BEIJING UNIVERSITY OF TECHNOLOGY Oct U A Papadelis 4 Riemersma 5 RR Saroj 6 Akerstedt 7 4 δ 0 5 ~ 4 Hz θ 4 ~ 8 Hz α 8 ~ 14 Hz β 14 ~ 30 Hz MCCARTT a 72 h 3 h / 8h JJ
2 Pack Autosim VGA KF2 1 3 Neuroscan 32 Fig 1 Driving Simulator DC ICA /PCA Neuroscan km 3% 2% 3 5 m 1 5 m 1 50 km /h 20 ~ 23 5 Lx h 2 5 min SOFI-C swedish occupational fatigue inventory min 30 min 30 min 12 2 SOFI-C Fig 2 The flowchart of experiment 10 s KF2 R h R r RR S r RR M r
3 S r = 1 槡 T N N ri i = 1 M r = 1 N T r i - T rr 2 - T rr 1 2 S r RR M r RR N T ri i RR T rr RR Neuroscan 10 ~ A2 EEG 14 δ 0 5 ~ 4 Hz θ 4 ~ 8 Hz α 8 ~ 14 Hz β 14 ~ 30 Hz SOFI-25 swedish occupational fatigue inventory Fig 3 Fatigue of subjective feeling S r M r R h R r 2 min 15 8 min 8 min 30 min 4 S r M r S r Fig 4 4 The variations of ECG time-domain with driving time
4 R h t 8 min 30 min S r M r R h 1 Table 1 t Results of paired-t test t P P < 0 05 R r S r P > M r R r R h R r T4 T5 T6 TP 7 TP 8 FT 7 FT EEG 4 δ θ α 24 min β 3 r αθ α + θ /β θ /β r α α /β Fig 5 5 Temporal activity plotted over time during driving for basic index 4 min 4 min t δ P < P > 0 05 r αθ P < 0 05 P < 0 01 r α P < 0 01 δ r αθ r α 4 4 r αθ r α Table 2 α r αθ Fig 6 Temporal activity plotted over time during driving for ratio index r θ r α t Results of paired-t test t P δ β θ
5 p < 0 05 Table 3 3 The analysis of Pearson correlation coefficient S r M r R h r αθ r θ r α σ S r / / / / / /0 001 M r / / / / / /0 016 R h / / / / / /0 003 r αθ / / / / / /0 007 r θ / / / / / /0 019 r α / / / / / /0 016 σ / / / / / / S r M r δ r αθ r α SPSS S r M r δ r αθ r β r α 1 85% 1 S r = 0 98 M r = r αθ = = r α = σ = 0 84 y = 0 98S r M r r αθ r θ r α δ y y 30 min y 2 min y t 4 y 4 Table 4 t Paired-t test results of before and after Fig 7 7 Variations of overall index with driving time t p
6 min M r R h R r 4 δ β θ α δ S r M r δ r αθ r α S r 1 LAL S K L CRAIG A Electroence phalography activity associated with driver fatigue implications for a fatigue countermeasure device J Journal of Psychophysiology PHILIPA H G NATHNIEL S M IAN J et al Investigating driver fatigue in truck crashes trial of a systematic methodology J Transportation Research Part F J CHEN Wei Driving fatigue prevention of french strafety J Social Developmeut in Chinese 4 PAPADELIS C CHEN Z PAPADELI C K et al Monitoring sleepiness with on-board electrophysiological recordings for preventing sleep-deprived traffic accidents J Clinical Neurophysiology RIEMERSMA A R SANDERS C Performance determent during prolonged night driving M New York Flenum Press SAROJ K L LAL A C A critical review of the psychophysiology of driver fatigue J Biological Psychology AKERSTEDT T KECKLUND G KNUTSSON A Manifest sleepiness and the spectral content of the EEG during shift work J Sleep MCCARTT A T RIBNER S A PACK A I et al The scope and nature of the drowsy driving problem in New York State J Accident Analysis and Prevention SAGBERG F Road accidents caused by drivers falling asleep J Accident Anal Prevent PACK A I PACK A M RODGMAN E et al Characteristics of crashes attributed to the driver having fallen asleep J Accident Anal Prevent BROWN I D Methodological issues in driver fatigue research M London Taylor & Francis GILLBERG M KECKLUND G AKERSTEDT T Sleepiness and performance of professional drivers in a truck simulator - Comparisons between day and night driving J Journal of Sleep Research THIFFAULT P BERGERON J Monotony of road environment and driver fatigue a simulator study J Accident Analysis and Prevention JAP B T LAL S FISCHER P et al Using EEG spectral components to assess algorithms for detecting fatigue J Expert Systems With Applications J YANG Yu-shu YAO Zhen-qiang LI Zeng-yong et al Investigation on correlation between ECG indexes and driving fatigue J Machine Design & Manufacture in Chinese 1523
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