Machine learning based data collection protocol for intelligent transport systems: a real-time implementation on Dublin M50, Ireland
Maryam Gillani,
Hafiz Adnan Niaz
Abstract:The continuous global urbanization with rapid and dynamic transitioning in traffic situations among highly populated cities results in difficulty for data collection and communication. Data collection for millions of vehicles hinders by various problems, i.e., higher cost of energy, time, space, and storage resources. Moreover, higher data traffic results in higher delays, larger throughput, excessive bottlenecks, and frequent repetition of data. To better facilitate the aforementioned challenges and to provid… Show more
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