Hardware Implementation of a Backtracking-Based Reconfigurable Decoder for Lowering the Error Floor of Quasi-Cyclic LDPC Codes

Emerging applications such as flash-based storage systems and 10 gigabit Ethernet require that there is no error floor even at bit error rates as low as 10
^-12
or so. It has been found that trapping sets are responsible for the error floors of many LDPC codes with AWGN channels. This paper presents a hardware based backtracking scheme to break the trapping sets at runtime for lowering the error floor of quasi-cyclic LDPC codes. Backtracking is implemented as a self-contained module that can be interfaced to any generic reconfigurable iterative decoder for QC-LDPC codes. The backtracking module and a reconfigurable decoder are implemented with a FPGA and an 180 nm standard cell library. The results indicate that the overhead of backtracking is modest - about 5% in terms of logic and 13% in terms of memory for the first level backtracking and 14% in terms of logic and 46% in terms of memory for a two-level backtracking scheme. Furthermore, it is shown that the increase in latency due to backtracking is modest in the average case and can be controlled by the system designer by choosing the appropriate values for the number of trials and the number of iterations of the backtracking module.