Title :
Erasure codes for space communications: Recent findings and new challenges
Author :
Garrammone, Giuliano ; De Cola, Tomaso ; Matuz, Balazs ; Liva, Gianluigi
Author_Institution :
Inst. of Commun. & Navig., German Aerosp. Center (DLR), Wessling, Germany
Abstract :
The use of erasure codes in space communications has proved to be promising in order to make communication more robust against both independent and correlated data losses. In particular, erasure codes are an appealing solution to provide space communications with increased reliability, especially in scenarios where large latencies make the use of automatic repeat request (ARQ) strategies problematic. In this regard, preliminary studies on the use of binary low-density parity-check (LDPC) codes under maximum likelihood (ML)/iterative (IT) decoding have been carried out showing the performance benefit they can bring over traditional schemes based on retransmissions. This paper extends the analysis conducted in previous studies towards non-binary LDPC codes. Performance assessment is carried out with respect to reliability metrics (codeword error rate) and encoding/decoding complexity, taking into consideration the limitations of space communications in terms of storage and processing capabilities. Finally, the paper sketches some design guidelines on the integration of the proposed codes into the Consultative Committee for Space Data Systems (CCSDS) protocol stack, implemented as extension of the Licklider Transmission Protocol (LTP).
Keywords :
automatic repeat request; binary codes; communication complexity; correlation methods; iterative decoding; maximum likelihood decoding; parity check codes; protocols; space communication links; telecommunication network reliability; ARQ strategies; CCSDS protocol stack; LTP; Licklider transmission protocol; ML decoding; automatic repeat request; binary LDPC codes; binary low-density parity check codes; consultative committee for space data systems; correlated data losses; decoding complexity; encoding complexity; erasure codes; independent data losses; iterative decoding; maximum likelihood decoding; nonbinary LDPC codes; performance assessment; processing capabilities; reliability metrics; retransmissions; space communications; storage capabilities; Complexity theory; Decoding; Encoding; Parity check codes; Protocols; Sparse matrices; Vectors;
Conference_Titel :
Advanced Satellite Multimedia Systems Conference (ASMS) and 12th Signal Processing for Space Communications Workshop (SPSC), 2012 6th
Conference_Location :
Baiona
Print_ISBN :
978-1-4673-2676-6
DOI :
10.1109/ASMS-SPSC.2012.6333092