Intelligent Transportation Control based on Proactive Complex Event Processing

A Proactive Complex Event Processing Method for Intelligent Transportation Systems

Recently the rapid development of Internet of Thing (IoT) brings new opportunity to Intelligent Transportation System (ITS). The key problem is how to process the huge events generated by IoT to support ITS. In this paper a proactive complex event processing method is proposed for congestion control in ITS. Based on complex event processing, this method predicts the traffic flow using a multi-l...

A Proactive Parallel Complex Event Processing Method for Large-Scale Intelligent Transportation Systems

Intelligent Transportation Systems (ITS) is one of the important application areas of the Internet of Things (IoT). The key issue is how to process the huge events generated by IoT system to support ITS. In this paper a proactive parallel complex event processing method is proposed for congestion control in large-scale ITS. A Bayesian model averaging method is used to obtain accurate prediction...

Combining Proactive and Retroactive Processing for Distributed Complex Event Detection

Complex Event Detection (CED) is a key capability for many monitoring applications such as intrusion detection, sensor-based activity/phenomenon tracking, and network/infrastructure monitoring. Existing CED solutions commonly assume centralized availability and proactive processing of all relevant events, and thus incur significant overhead in distributed settings. In this paper, we present and...

Vision-Based Intelligent Control of Transportation Systems

Automatization Intelligent Transportation Control System Based on Cloud Computing

For the past few years, phenomena such as traffic congestion and traffic accidents in big cities have occurred one after another, greatly and adversely affecting the people’s lives. Intelligent transportation system is perceived as an optimum solution to solve this question. This paper delves into several common route guidance algorithms, analyzes respective characteristics, improves and parall...