Middleware for Next-Generation Urban Traffic Control
نویسندگان
چکیده
Next generation Urban Traffic Control (UTC) systems should be flexible in their ability to handle new and improved sensor information that is beginning to become available from cameras, GPS devices, and other sources. They should equally be open to supporting a variety of different traffic management policies, informed by this increasingly available sensor data, to optimise the flow of traffic in an urban environment. The focus of the UTC-NG project in Trinity College Dublin is on exploring the design of nextgeneration UTC systems. With the expected increase in the deployment of a variety of different sensor technologies, key to such a design is that it should address this diversity. A consequence of supporting a variety of sensor types, is that the design also needs to accommodate a variety of ways of processing the information provided by these sensors to form an accurate view of the current state of the UTC system and ultimately to implement different traffic control policies. Moreover, as the variety and accuracy of sensor data improves and new sensor fusion techniques are developed, it should be possible to easily exploit this new information. In a similar way, different policies to optimise the movement of traffic through the system may need to be incorporated over time. This paper describes how the UTC-NG project is addressing these problems through the use of middleware. Middleware is a collection of services that can be used by application developers (in this case the developers of specific UTC systems) to build a particular UTC application. In the case of middleware for next-generation UTC, the middleware will provide services for sensor fusion, reasoning about the system state, and communication embodied in an appropriate programming model and should support a "plug and play" approach to choosing the right services for different systems. A stigmergic model is being used to address the complex interaction between collections of junctions and consequently to allow optimisation of the overall traffic flow in a UTC system. In such a stigmergic model, a junction will follow simple rules, taking in appropriate information from fixed and mobile sensors as well as from neighbouring junctions and in turn informing neighbouring junctions of changes it is making to traffic light phases under its control. Currently, a prototype implementation of a simulator for the UTC-NG project is being undertaken. The goal of this simulator is to exercise the middleware platform and provide valuable insight into how a number of sensors and sensor fusion techniques can be supported and also aid in the adaptation of the set of simple rules, which enables optimisation of traffic flow, to a particular traffic management policy.
منابع مشابه
Resilient communication for smart grid ubiquitous sensor network: State of the art and prospects for next generation
Smart grid combines a set of functionalities that can only be achieved through ubiquitous sensing and communication across the electrical grid. The communication infrastructuremust be able to copewith an increasing number of traffic types which is as a result of increased control and monitoring, penetration of renewable energy sources and adoption of electric vehicles. The communication infrast...
متن کاملModel Predictive Control of Urban Networks with Perimeter Control and Route Guidance
Recent studies on empirical data demonstrated the existence of macroscopic fundamental diagram (MFD), which expresses an aggregated model of traffic dynamics linking accumulation and output flow of an urban region. Employing MFD in modeling of urban networks opens up possibilities to introduce a new generation of real-time traffic control structures and improve mobility. Although there are stud...
متن کاملContext Aware Dynamic Traffic Signal Optimization
Conventional urban traffic control systems have been based on historical traffic data. Later advancements made use of detectors, which enabled the gathering of real-time traffic data, in order to re-organize and calibrate traffic signalization programs. Further evolvement provided the ability to forecast traffic conditions, in order to develop traffic signalization programs and strategies pre-c...
متن کاملFast Algorithm for Radio Propagation Modeling in 1 Realistic 3 D Urban Environment
6 Next generation wireless communication systems will consist of a large number of mobile or static terminals and should be 7 able to fulfill multiple requirements depending on the current situation. Low latency and high packet success transmission rates 8 should be mentioned in this context and can be summarized as ultra-reliable communications (URC). Especially for domains 9 like mobile gamin...
متن کاملGREEN: A Configurable and Re-configurable Publish-Subscribe Middleware for Pervasive Computing
In this paper we present GREEN a highly configurable and reconfigurable publish-subscribe middleware to support pervasive computing applications. Such applications must embrace both heterogeneous networks and heterogeneous devices: from embedded devices in wireless ad-hoc networks to high-power computers in the Internet. Publish-subscribe is a paradigm well suited to applications in this domain...
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 2004