Title :
Low complexity turbo equalization for high density magnetic recording
Author :
Rad, Farshid Rafiee ; Moon, Jaekyun
Author_Institution :
Dept. of Electr. & Comput. Eng., Minnesota Univ., Minneapolis, MN, USA
Abstract :
In the context of iterative decoding and equalization (a.k.a. turbo equalization) of high density magnetic recording (MR) channels, we propose a low complexity soft-in soft-out (SISO) algorithm which implements the constrained delay a-posteriori probability (CD-APP) estimation utilizing either hard or soft decision feedback (HDF/SDF). Through BER simulation, we show that for an MR channel with user density 3.2, our proposed iterative scheme based on SDF enjoys a 6+ dB coding gain over the uncoded system and is superior to HDF by 2.2 dB at BER of 10-5. It also performs comparably to the iterative system in which the BCJR algorithm matched to a generalized E2PR4 (GE2PR4) target is used for channel detection. Through captured burst error statistics, we show that SDF can significantly mitigate the detrimental effect of error propagation typically observed in systems based on RDF. The short burst error feature of SDF is most attractive in light of an outer error correcting code (ECC), such as the Reed-Solomon code.
Keywords :
Reed-Solomon codes; equalisers; error correction codes; error statistics; iterative decoding; magnetic recording; probability; turbo codes; BER simulation; CD-APP estimation; ECC; Reed-Solomon code; SISO algorithm; burst error statistics; constrained delay a-posteriori probability; error correcting code; hard decision feedback; high density magnetic recording; iterative decoding; low complexity turbo equalization; soft decision feedback; soft-in soft-out algorithm; Bit error rate; Decision feedback equalizers; Delay estimation; Error analysis; Error correction codes; Gain; Iterative algorithms; Iterative decoding; Magnetic recording; Optical propagation;
Conference_Titel :
Communications, 2005. ICC 2005. 2005 IEEE International Conference on
Print_ISBN :
0-7803-8938-7
DOI :
10.1109/ICC.2005.1494440