Title :
Streaming real-time audio and video data with transformation-based error concealment and reconstruction
Author :
Wah, Benjamin W. ; Lin, Dong ; Su, Xiao
Author_Institution :
Dept. of Electr. & Comput. Eng., Illinois Univ., Urbana, IL, USA
Abstract :
One fundamental problem with streaming audio and video data over unreliable IP networks is that packets may be dropped or arrive too late for playback. Traditional error control schemes are not attractive because they either add redundant information that may worsen network traffic, or rely solely on the inadequate capability of the decoder to do error concealment. The authors propose a simple yet efficient transformation based algorithm in order to conceal network losses in streaming real time audio and video data over the Internet. In the receiver side, we adopt a simple reconstruction algorithm based on interpolation, as sophisticated concealment techniques cannot be employed in software based real time playback. In the sender side, we design a linear transformation with the objective of minimizing the mean squared error, assuming that some of the descriptions are lost and that the missing information is reconstructed by simple averaging at the destination. We further integrate the transformations in case of video streaming in the discrete cosine transform (DCT) to produce an optimized reconstruction based DCT. Experimental results show that our proposed algorithm performs well in real Internet tests
Keywords :
Internet; audio-visual systems; discrete cosine transforms; mean square error methods; multimedia communication; packet switching; real-time systems; Internet; decoder; discrete cosine transform; error control schemes; interpolation; linear transformation; mean squared error; missing information; network losses; network traffic; optimized reconstruction based DCT; real Internet tests; real time audio/video data streaming; receiver side; reconstruction algorithm; redundant information; simple averaging; software based real time playback; transformation based algorithm; transformation based error concealment; unreliable IP networks; video streaming; Communication system traffic control; Computer errors; Decoding; Discrete cosine transforms; Error correction; IP networks; Interpolation; Performance evaluation; Reconstruction algorithms; Streaming media;
Conference_Titel :
Web Information Systems Engineering, 2000. Proceedings of the First International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
0-7695-0577-5
DOI :
10.1109/WISE.2000.882369