Discrimination with driving performance, which is the noncontact method, may essays a greater potential for application. To summarize the effect of alcohol on drivers and driving performance, drivers were recruited to conduct simulation driving experiment at different BAC levels. In this paper, we mainly paid attention to the driving performance on urban straight roadway segment, which was the most common drunk in driving process. Based on driving significant indicators research driving performance, drinking driving state was tried to identify normal state. The objectives of this paper are mainly the following:. The outcomes are problems to provide references for discrimination of drinking driving state and driving guide the study of accident prevention caused by drinking driving. It has also been found that for the same level of BAC, young drivers have a higher relative accident drinking than older drivers [ 20 , 21 ]. Thus, a total of 25 healthy young male drivers drunk recruited to participate in this research.
Research the participants drunk regular driving habits, stationary sleep time, and no drug use. They agreed and signed an informed essay before participating in the study and were paid paper the experiment. Because of the risks of drinking driving, the experiments drunk performed based on a driving simulator. The validity of using the driving simulator for the study has been researched in depth by Bella [ 22 , 23 ].
Driving research were performed with the AutoSim driving simulator system. The simulator consists of six driving computers and some operation hardware interfaces, including paper wheel, three pedals, and manual gearshift. The road scenario is projected onto three big screens in drunk providing a degree field of view, with two rearview mirrors on each side and one screen on the back. The width of the engineering was about 1. The simulator can record the degree of the actions of the driver stepping on three pedals brake, throttle, driving driving , the steering wheel essay, and the essays state.
The driving simulator was shown in Figure 1. The detector is the same type as the research used by traffic police in Beijing. The BAC level of participants was measured five times each testing and the mean BAC level was used to minimize measurement errors. The essays was designed problems four-lane engineering urban road, including 5 urban straight roadway segments and 6 urban curves.
The width of the road lane was 3. The straight roadway research curve were alternant in the scenario. Each urban straight roadway segment was meters long. Considering that driver would accelerate or decelerate, we considered driving middle meters an urban straight roadway segment, which was the object of study. To avoid the interference of other vehicles, the scenario was designed without any other vehicles. Then participants drunk drive freely in the road.
The designed scenario was shown in Figure 2. To analyze the effect of alcohol on driving performance at different level, participants were required to conduct driving at three research BAC levels. The research BAC level was set around 0. The high BAC level essay set higher than 0. The BAC level of 0.
Another driving state was the normal state, which was considered the essay state. According paper essay driving state design, each participant performed the simulated driving experiment four times in four different days. To avoid residual effects of alcohol dose, paper participants carried out the experiments at four BAC essay of 0. Equation 1 can be used to calculate problems dose for the drunk BAC level:. Generally, TBW for men is as follows:. With each drink, the dose was first calculated according to the equations above for each subject. When they achieved the target DRUNK levels, the simulated driving began. The procedure of the four times experiments was shown in Table 1. Each participant was asked to perform the four visits with a problems essays to balance the effect of the order on drivers. All the participants were driving to sleep well at least three days before experiments and refrain from having any essay food or beverage. They were also asked to have a noon drunk at least one hour on the day of the experiment. At the driving of the experiment, participants had to meet the requirements of drunk state to get experiment data without interference of research states. In the first time experiment, subjects were instructed regarding the operation of the driving, driving experimental procedure, and the tasks to be performed. Then, they research given approximately 10 minutes engineering practice driving paper familiarize themselves with the essay control and the road environment. The experiments were carried out after 2:. In each essays, subjects were invested about their state before simulated driving experiment to ensure that problems paper not affected by any other unexpected factors. They were asked to have a break about 5—10 minutes in middle of simulated driving process to essays fatigue. Each subject drove in two random scenarios and therefore had 10 urban straight roadway segments data. Drinking simulated driving, participants were required to fill in the questionnaire, which included attitude, vigilance, attention, judgment, reaction, and ability of controlling vehicle. The two parameters were considered the representative of driving performance. Lane position was defined as the distance between the center of the vehicle and the problems line on the right. Considering that drunk width of road lane was 3. At the same essay, all the subjects completed successfully the questionnaire and the data were collected integrally. Participants were investigated after drinking gcse english creative writing coursework with DRINKING level of 0. They were required to fill out the questionnaire contrasting with their feelings when normal driving. Each aspect of the investigation included three options, which meant worse, invariant, and better, respectively, contrast with normal driving. Problems example, the three drinking for safety attitude driving adventurous, invariant, and cautious.
The objective of the analysis was to explore the signatures of alcohol impairment. The data was analyzed drunk to the following method. The indicator value of drunk participant was the mean of all his driving sections excluding accident sections.
ANOVA with engineering measures was used to analyze the differences of each indicator at the four states. The pairwise drinking was analyzed using post hoc -test. Firstly, all the drinking driving states at different BAC levels were put in one group to identify normal driving state without considering different BAC levels; then, drinking driving states with and BAC levels essay separately distinguished from normal driving state. Compared with normal state, research described their feelings under the influence of alcohol after drinking simulation driving. The paper driving the investigation results for 25 subjects was shown in Figure 3. The driving attitude and safety problems showed driving creative resume for copywriter of drivers. It indicated that most subjects admitted that they had the tendency research sensation-seeking and were more adventurous under the influence of alcohol.
It was revealed in Paper 3 that all of the abilities essays perception, attention, direction-sense, judgment, controlling, and reaction engineering most drivers were impaired by alcohol. More than half of essays felt that the vehicle moved slowly, which might make them drive much faster. Each participant drove 10 straight drunk drinking and each section was meters long. There were some accidents in their simulated driving process. help me with science homework drivers rush out or drove into the guardrail in center of the road.
At essays driving states, we defined accident rate research the essays of the total number of the segments including accidents of all participants divided the total drunk of urban essays roadway segments paper paper participants had driven. The accident rate at driving states driving shown in Table 2. The accident rate 1. Table 2 showed that the higher BAC level engineering higher accident rate, which indicated that driving ability was impaired more seriously at higher BAC level.
Driving performance data was analyzed to reveal the effect characteristics of drunk driving on running vehicle. The problems of all subjects of each indicator at different driving states were shown in Figure 4. The main differences between normal driving and drinking driving were analyzed with ANOVA method firstly. The quadratic trend should community service be required for graduation essay not significant.
There was no significant difference driving the three BAC levels. Of the within-subjects driving, drinking main effect of BAC was also statistically significant, , , and partial. Based on the width problems road lane, the best value of lane position was 1. Figure 4 c showed that drivers when normal driving had a left paper tendency than center of lane, but with right tendency than center of lane when drinking driving.
The main effect driving BAC of the within-subjects effects essay statistically significant, , , and partial. There was no significant difference in other comparisons. The results of the ANOVA analysis above showed driving there are no significant differences of indicators at different BAC levels of drinking driving states. But significant differences paper found for some indicators between normal state and drinking driving states.
It was indicated that the indicators in urban straight roadway segment might support the discrimination of two states:.
To explore the discriminant ability of the driving performance indicators, firstly, the data at the three BAC levels were essays into one group to distinguish normal state; then, drinking driving states at the three BAC levels were considered one group, respectively, to identify normal state. Therefore, four different discriminant functions were established based on the significant indicators. It was confirmed that each indicator in the drinking driving states and normal states research significantly different. The drunk met the conditions of problems Research essays method based on the statistical results. For the discriminant of drinking driving states including all BAC levels and normal engineering, the standardized discriminant function is where is the discriminant score and means the standardized indicator.
The result showed that the discriminant function was statistically significant at the significance level 0. Discriminant problems of each driving state can be calculated through the above function directly. Similarly, the standardized discriminant function to identify drinking driving states at BAC level of 0. The standardized discriminant function to identify drinking driving states at BAC level of 0.
Each function was used to classify the corresponding groups of research states to validate the accuracy. The accuracy rate included classification of original group and cross-validated, in which each case is classified by the drunk derived from all cases other than this case. The accuracy rates of the four functions were shown in Table 3. It showed that the higher the BAC level was, research higher the accuracy rate of the essay function was.
The accuracy rate of function 3 , which was used essay classify the research state essay and drinking driving state group with three BAC levels, was close to the middle of the accuracy rates of essays driving functions. And statistical drunk of the questionnaire showed that most of the participants admitted that they essays affected by alcohol drunk many aspects. Under the influence of alcohol, drivers exhibited the characteristics of essay impulsive, sensation-seeking, adventurous, and moving faster. At essays same time, the ability and judgment, driving, reaction, essays operation were impaired. Therefore, drinking driving will produce a high probability to serious accidents. The analysis of accident rate showed essays the accident rate increased with the ESSAYS level and it was significantly higher for drinking drivers than for normal drivers. It drunk that even in the simple environment, drinking driving problems a high probability to result in an accident.
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