Video frame rate control for non-guaranteed network services with explicit rate feedback

Abstract

An adaptive video frame rate control method is proposed for the network of time-varying rate channel with explicit rate feedback. It consists of a prediction module of future channel rate and an adaptive frame discarding and skipping module. We derive an encoder buffer constraint which guarantees an end-to-end delay bound of video frames. The recursive least-squares (RLS) method is used as a tool to predict the low frequency component of channel rate. The adaptive frame discarding method prevents delay violation of frames due to the channel rate prediction error. Also, the frame skipping method adapts the encoder output rate to the channel rate while keeping a constant level of video quality. From the simulation result, it is shown that the proposed method keeps the decoded image quality nearly constant with much less number of skipped frames and no delay violating frame during the congestion period.