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Stock Market Forecasting Using Machine Learning Algorithms
We propose a new prediction algorithm that exploits the temporal correlation among global stock markets and various financial products to predict the next-day stock trend with the aid of SVM. Expand
Optical Performance Monitoring using statistical signal processing
Optical Performance Monitoring (OPM) is essential to next generation optical networks operating at 100Gb/s and beyond. We review some recent OPM techniques based on statistical signal processing.
Optical performance monitoring for next generation coherent optical communication systems
- Shunrong Shen
Network Based Cooperative Serveillance System !
In this project, we worked on a network based cooperative surveillance system. It can be used to track either humans or monitor still objects for anti-theft purpose. We designed multiple ways for… Expand
Joint nonlinear parameters and OSNR monitoring for DSP-based coherent systems
Implementation of advanced DSP algorithms like back-propagation (BP) for coherent communication systems requires detail knowledge of the transmission link configurations. We demonstrate the use of… Expand
Update on RF system studies and VCX fast tuner work for the RIA driver linac
The limited cavity beam loading conditions anticipated for the Rare Isotope Accelerator (RIA) create a situation where microphonic-induced cavity detuning dominates radio frequency (RF) coupling and… Expand