Measuring Driver Visual Distraction with a Peripheral Detection Task
نویسنده
چکیده
In order to design safe vehicles it is important to be able to evaluate in-vehicle systems to determine how distracting they are for people to use while driving. The Peripheral Detection Task (PDT) is a method for measuring the amount of driver mental workload and visual distraction in road vehicles. It is a secondary task measure where drivers must respond to random targets presented in their peripheral view. As drivers become distracted they respond slower and miss more of the PDT targets. This study aimed to test if the PDT is useful for measuring driver mental workload and visual distraction from in-vehicle information systems in the real roadtraffic environment. Thirteen participants drove on a motorway and country road and performed different tasks (change CD, tune radio and backward counting). The dependent measures were PDT reaction time, hit rate, subjective mental workload and heart rate variability. The PDT reaction time and hit rate measures revealed significant differences between the different tasks. Mean reaction times were slowest for the backward counting task on the country road. The hit rates were best for the baseline driving on both roads and worst for the CD changing task. No significant difference was found between the motorway and the country road for the PDT. It is concluded that the PDT is a good tool for measuring visual distraction and mental workload in a real car. More research is needed to validate the use of the PDT across a wider range of driving and in-vehicle tasks.
منابع مشابه
Measuring distraction: the Peripheral Detection Task
The possibilities for measuring workload or driver distraction by means of the Peripheral Detection Task during driving with in-vehicle equipment were investigated in a driving simulator experiment. The results show that the Peripheral Detection Task is a very sensitive method of measuring peaks in workload, induced by either a critical scenario or messages provided by a driver support system. ...
متن کاملThe Relationship between Driver Distraction and Mental Workload
Driver distraction is caused by a competing activity and leads to unsafe driving. Mental workload changes with task demands and influences performance. Though distraction and mental workload are strongly related, they are not the same. Performance motivation and task engagement influence performance and consequently distraction but not workload; environment complexity and driver state influence...
متن کاملEffects of Voice Technology on Test Track Driving Performance: Implications for Driver Distraction
This work compares the degradation in driving performance associated with secondary tasks performed with voice-based and visual/manual interfaces, including radio tuning, phone dialing, and more complex tasks involving a sequence of interactions with an in-vehicle computer system. Twenty-one participants drove an instrumented vehicle while performing a combination of car-following, peripheral t...
متن کاملComparing Support Vector Machines (SVMs) and Bayesian Networks (BNs) in detecting driver cognitive distraction using eye movements
Driver distraction is an important and growing safety concern as information technologies, such as navigation systems and internet-content services, have become increasingly common in vehicles. To allow people to benefit from these technologies without compromising safety, an adaptive In-Vehicle Information System (IVIS) is needed. Such systems can manage drivers workload and mitigate distracti...
متن کاملDetecting driver distraction
The increasing use of in-vehicle information systems (IVISs), such as navigation devices and MP3 players, can jeopardize safety by introducing distraction into driving. One way to address this problem is to develop distraction mitigation systems, which adapt IVIS functions according to driver state. In such a system, correctly identifying driver distraction is critical, which is the focus of th...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2000