DocumentCode :
1469680
Title :
Unequal Erasure Protection Technique for Scalable Multistreams
Author :
Dumitrescu, Sorina ; Rivers, Geoffrey ; Shirani, Shahram
Author_Institution :
Dept. of Electr. & Comput. Eng., McMaster Univ., Hamilton, ON, Canada
Volume :
19
Issue :
2
fYear :
2010
Firstpage :
422
Lastpage :
434
Abstract :
This paper presents a novel unequal erasure protection (UEP) strategy for the transmission of scalable data, formed by interleaving independently decodable and scalable streams, over packet erasure networks. The technique, termed multistream UEP (M-UEP), differs from the traditional UEP strategy by: 1) placing separate streams in separate packets to establish independence and 2) using permuted systematic Reed-Solomon codes to enhance the distribution of message symbols amongst the packets. M-UEP improves upon UEP by ensuring that all received source symbols are decoded. The R-D optimal redundancy allocation problem for M-UEP is formulated and its globally optimal solution is shown to have a time complexity of O(2N N(L+1)N+1) , where N is the number of packets and L is the packet length. To address the high complexity of the globally optimal solution, an efficient suboptimal algorithm is proposed which runs in O(N 2 L 2) time. The proposed M-UEP algorithm is applied on SPIHT coded images in conjunction with an appropriate grouping of wavelet coefficients into streams. The experimental results reveal that M-UEP consistently outperforms the traditional UEP reaching peak improvements of 0.6 dB. Moreover, our tests show that M-UEP is more robust than UEP in adverse channel conditions.
Keywords :
Reed-Solomon codes; computational complexity; data compression; image coding; interleaved codes; packet radio networks; wavelet transforms; R-D optimal redundancy allocation problem; SPIHT coded images; interleaving independently decodable streams; packet erasure networks; permuted systematic Reed-Solomon codes; scalable data transmission; scalable image compression; scalable multistreams; scalable streams; time complexity; unequal erasure protection technique; wavelet coefficients; Reed–Solomon code; SPIHT; scalable multistreams; unequal erasure protection;
fLanguage :
English
Journal_Title :
Image Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1057-7149
Type :
jour
DOI :
10.1109/TIP.2009.2032943
Filename :
5262998
Link To Document :
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