I can get the CoreDispatcher object in windows 8 as
CoreDispatcher
CoreDispatcher dispatcher = Windows.UI.Core.CoreWindow.GetForCurrentThread().Dispatcher;
Use Deployment.Current.Dispatcher to get the Dispatcher object in Windows Phone.
Deployment.Current.Dispatcher
Dispatcher