Method and apparatus for error compensation
View Patent ↗Various approaches to recover data are described. An one example, an encoded data stream is processed in a first channel decoder producing a channel decoder output. The channel decoder output and the encoded data stream are processed in an error compensation unit to compensate the channel decoder output for low frequency noise and produce an error compensated data stream. The error compensated data stream is processed in a second channel decoder to produce a recovered data stream, wherein the recovered data stream has a reduction in the number of errors as compared to the encoded data stream. Systems to iteratively recover data from an encoded data stream are also described.
1. An apparatus to iteratively recover data comprising:
a first error detection and compensation stage to process an encoded data stream and produce a soft output improved reliability estimate and a first delayed error compensated data stream;
a second error detection and compensation stage to process the soft output improved reliability estimate and the first delayed error compensated data stream to produce a second soft output improved reliability estimate and a second delayed error compensated data stream; and
a channel detector to process the second soft output improved reliability estimate and the second delayed error compensated data stream to produce a recovered data stream, wherein the recovered data stream has been compensated for low frequency noise and has a reduction in the number of errors as compared with the encoded data stream.
2. The apparatus of claim 1 , wherein the first error detection and compensation stage comprises:
a first viterbi decoder to process the encoded data stream and produce a first soft output and a first hard output;
a first error compensation unit to process the first hard output and the encoded data stream to produce a first error compensated data stream;
a first delay unit to receive the first error compensated data stream and produce the first delayed error compensated data stream; and
a first row decoder to process the first soft output and produce the soft output improved reliability estimate.
3. The apparatus of claim 2 , wherein the second error detection and compensation stage comprises:
a second viterbi decoder to process the soft output improved reliability estimate and the delayed error compensated data stream to produce a second soft output and a second hard output;
a second delay unit to receive the soft output improved reliability estimate and to produce a delayed soft output improved reliability estimate;
a subtractor to subtract the delayed soft output improved reliability estimate from the second soft output and produce a refined improved reliability estimate;
a second error compensation unit to process the second hard output and the first delayed error compensated data stream and produce a second error compensated data stream;
a third delay unit to receive the second error compensated data stream and produce the second delayed error compensated data stream; and
a second row decoder to receive the refined improved reliability estimate and produce the second soft output improved reliability estimate.
4. The apparatus of claim 3 , wherein the second error compensation unit comprises:
a partial response (PR) convolution unit to process the second hard output and produce a PR convolution output; a first subtractor to subtract the PR convolution output from the first delayed error compensated data stream to produce a first subtraction result;
a data stream filter to filter the first subtraction result to produce a filter output; and
a second subtractor to subtract the filter output from a second delayed encoded data stream to produce the second error compensated data stream.
5. The apparatus of claim 2 , wherein the first error compensation unit comprises:
a partial response (PR) convolution unit to process the first hard output and produce a PR convolution output;
a first subtractor to subtract the PR convolution output from a first delayed encoded data stream to produce a first subtraction result;
a data stream filter to filter the first subtraction result to produce a filter output; and
a second subtractor to subtract the filter output from a second delayed encoded data stream to produce the first error compensated data stream.
6. The apparatus of claim 1 , wherein the encoded data stream is a data stream encoded with an interleaved multiple single-parity row encoding technique.
7. A method for iteratively recovering data comprising:
generating, from an encoded data stream, a soft output improved reliability estimate and a first delayed error compensated data stream;
processing the soft output improved reliability estimate and the first delayed error compensated data stream into a second soft output improved reliability estimate and a second delayed error compensated data stream; and
producing, by a channel detector, a recovered data stream from the second soft output improved reliability estimate and the second delayed error compensated data stream, wherein the producing step includes compensating in the recovered data stream for low frequency noise and reducing a number of errors as compared with the encoded data stream.
8. The method of claim 7 , wherein the generating step comprises:
processing, with a first viterbi decoder, the encoded data stream into a first soft output and a first hard output;
processing the first hard output and the encoded data stream into a first error compensated data stream;
producing the first delayed error compensated data stream; and
processing, with a first row decoder, the first soft output into the soft output improved reliability estimate.
9. The method of claim 7 , wherein the processing step comprises:
processing, with a second viterbi decoder, the soft output improved reliability estimate and the delayed error compensated data stream into a second soft output and a second hard output;
producing a delayed soft output improved reliability estimate from the soft output improved reliability estimate;
subtracting the delayed soft output improved reliability estimate from the second soft output, producing a refined improved reliability estimate;
processing the second hard output and the first delayed error compensated data stream into a second error compensated data stream;
producing a second delayed error compensated data stream from the second error compensated data stream; and
producing, with a second row decoder, the second soft output improved reliability estimate from the refined improved reliability estimate.
10. A machine-readable storage medium, having encoded thereon program code, wherein, when the program code is executed by a machine, the machine implements a method for iteratively recovering data, comprising the steps of:
generating, from an encoded data stream, a soft output improved reliability estimate and a first delayed error compensated data stream;
processing the soft output improved reliability estimate and the first delayed error compensated data stream into a second soft output improved reliability estimate and a second delayed error compensated data stream; and
producing, by channel detection, a recovered data stream from the second soft output improved reliability estimate and the second delayed error compensated data stream, wherein the producing step includes compensating in the recovered data stream for low frequency noise and reducing a number of errors as compared with the encoded data stream.
11. The machine-readable storage medium claim 10 , wherein the generating step comprises:
processing, with a first viterbi decoder, the encoded data stream into a first soft output and a first hard output;
processing the first hard output and the encoded data stream into a first error compensated data stream;
producing the first delayed error compensated data stream; and
processing, with a first row decoder, the first soft output into the soft output improved reliability estimate.
12. The machine-readable storage medium of claim 10 , wherein the processing step comprises:
processing, with a second viterbi decoder, the soft output improved reliability estimate and the delayed error compensated data stream into a second soft output and a second hard output;
producing a delayed soft output improved reliability estimate from the soft output improved reliability estimate;
subtracting the delayed soft output improved reliability estimate from the second soft output, producing a refined improved reliability estimate;
processing the second hard output and the first delayed error compensated data stream into a second error compensated data stream;
producing a second delayed error compensated data stream from the second error compensated data stream; and
producing, with a second row decoder, the second soft output improved reliability estimate from the refined improved reliability estimate.