Optimal traffic control via smartphone app users A model for actuator and departure optimisation
نویسندگان
چکیده
For many years traffic control has been the task of traffic centres. Road congestion is reduced via traffic control based on the sensor information of the current traffic state. Actuators are used to create a better spread and throughput over the network. A powerful means to further reduce congestion is to shift from the classical reactive paradigm to a proactive paradigm. In this concept the traveller is included in the traffic control process in the sense that travellers are given advice about their travel scheme. This travel scheme presents the predicted travel time depending on time of departure and selected route. Today people use their smartphones to navigate. Via GPS and smart phone applications they optimise their route. Most of these applications use static traffic state information. In our research we develop a method to reduce congestion delay by including user decisions. According to the travel time preferences of the user a departure time/travel time curve is presented to the user. This curve shows the expected travel time corresponding to a specific departure time. Actuators are adapted according to the expected departure times of the app users. By including travellers information and preferences we want to analyse the resulting throughput and corresponding travel time in the network. To this end we study these effects for a small network with large peak arrivals in a short time period. Actuators in this network are adapted to the expected traffic flow and optimised accordingly.
منابع مشابه
Identifying Educational Contents and Technical Features of a Self-Management Smartphone Application for Women with Breast Cancer
Background and Objective: Breast cancer patients need a variety of skills and abilities to deal with the consequences of the illness. Self-management is one of the operational strategies that leads to disease acceptance, treatment adherence, and improving the quality of life. The use of smartphone applications (apps) can play a pivotal role in the support and self-management of breast cancer pa...
متن کاملOptimal Allocation of Electric Vehicles' Parking Lots in Distribution System Considering Urban Traffic
Abstract: Parking lots for electric vehicles (EVs) can make good utilization of the EVschr('39') battery capacity due to the large number of EVs. However, the location and size of parking lots will affect the distribution network condition. In this paper, a mixed-integer linear programming (MILP) model is proposed for locating and determining the optimal capacity of EVschr('39') parking lots co...
متن کاملTraffic congestion control using Smartphone sensors based on IoT Technology
Traffic congestion in road networks is one of the main issues to be addressed, also vehicle traffic congestion and monitoring has become one of the critical issues in road transport. With the help of Intelligent Transportation System (ITS), current information of traffic can be used by control room to improve the traffic efficiency. The suggested system utilize technologies for real-time collect...
متن کاملMining Device-Specific Apps Usage Patterns from Large-Scale Android Users
When smartphones, applications (a.k.a, apps), and app stores have been widely adopted by the billions, an interesting debate emerges: whether and to what extent do device models influence the behaviors of their users? The answer to this question is critical to almost every stakeholder in the smartphone app ecosystem, including app store operators, developers, endusers, and network providers. To...
متن کاملEavesdropping on Fine-Grained User Activities Within Smartphone Apps Over Encrypted Network Traffic
Smartphone apps have changed the way we interact with online services, but highly specialized apps come at a cost to privacy. In this paper we will demonstrate that a passive eavesdropper is capable of identifying finegrained user activities within the wireless network traffic generated by apps. Despite the widespread use of fully encrypted communication, our technique, called NetScope, is base...
متن کامل