Title :
Distributed Unequal Error Protection Rateless Codes over Erasure Channels: A Two-Source Scenario
Author :
Talari, Ali ; Rahnavard, Nazanin
Author_Institution :
Department of Electrical and Computer Engineering, Oklahoma State University, Stillwater, OK 74078
fDate :
8/1/2012 12:00:00 AM
Abstract :
In distributed rateless coding, multiple disjoint sources need to deliver their rateless coded symbols (where a symbol may contain a single bit or thousands of bits) to a common destination via a single relay. In this paper, we propose and design novel distributed rateless codes called DU-rateless codes that can provide Unequal Error Protection (UEP) for disjoint sources with unequal data lengths on erasure channels. To design DU-rateless codes, we tune the coding parameters at each source and propose to smartly combine the encoded symbols at the relay. We analyze DU-rateless codes employing And-Or tree analysis technique and leverage our analysis to design several sets of codes for various setups employing the-state-of-the-art multi-objective genetic algorithms. We evaluate the performance of the designed codes using numerical simulations and discuss their advantages.
Keywords :
Decoding; Distributed databases; Encoding; Error analysis; Error correction codes; Iterative decoding; Optimization; Distributed rateless codes; erasure channels; genetic algorithms optimization; unequal error protection;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2012.051512.110109