DocumentCode
42970
Title
On Decoding Complexity of Reed-Solomon Codes on the Packet Erasure Channel
Author
Garrammone, Giuliano
Author_Institution
Inst. of Commun. & Navig. of the German Aerosp. Center (DLR), Wessling, Germany
Volume
17
Issue
4
fYear
2013
fDate
Apr-13
Firstpage
773
Lastpage
776
Abstract
We study the finite-length complexity of the Berlekamp-Massey algorithm (BM) and of the Gaussian elimination algorithm (GE) for decoding a Reed-Solomon (RS) code of length n on the packet erasure channel (PEC). In particular, we are interested in the dependency of the complexity on the packet size g. We show that, for large packet sizes, the complexity of both algorithms is O(g) and the constants hidden by the O-notation are comparable. As an example, we consider a RS code from the Digital Video Broadcasting - Handhelds (DVB-H) standard and we show that, although the asymptotic complexity of the GE is O(n3) and the one of the BM is O(n2), the finite-length complexity of both algorithms is comparable already for small/moderate packet sizes, in particular for all packet sizes considered within the standard, making the GE not inferior to the BM, in this context.
Keywords
Gaussian processes; Reed-Solomon codes; computational complexity; decoding; BM; Berlekamp-Massey algorithm; DVB-H standard; GE; Gaussian elimination algorithm; O-notation; PEC; RS codes; Reed-Solomon codes; asymptotic complexity; decoding complexity; digital video broadcasting-handhelds standard; finite-length complexity; packet erasure channel; packet sizes; Complexity theory; Digital video broadcasting; Indexes; Maximum likelihood decoding; Standards; Vectors; Berlekamp-Massey algorithm; Gaussian elimination algorithm; Reed-Solomon codes; packet erasure channel;
fLanguage
English
Journal_Title
Communications Letters, IEEE
Publisher
ieee
ISSN
1089-7798
Type
jour
DOI
10.1109/LCOMM.2013.021913.122427
Filename
6511528
Link To Document