Computer Engineering Commons^™

Wavelets In Intelligent Transportation Systems: Data Compression And Incident Detection, Shaurya Agarwal

UNLV Theses, Dissertations, Professional Papers, and Capstones

Research show that wavelets can be used efficiently in denoising and feature extraction of a given signal. This thesis discusses about intelligent transportation systems(ITS), its requirement and benefits. We explore use of wavelets in intelligent transportation systems for knowledge discovery, compression and incident detection. In the first section of thesis, we focus on the following problems related to traffic matrix: data compression, retrieval and visualization. We propose a methodology using wavelet transform for data visualization and compression of traffic data. Aim is to research on the wavelet compression technique for the traffic data, come up with the performance of various …