54results about "Error correction/detection using non-linear codes" patented technology

An electronic data storage device having a Reed Solomon (RS) decoder including a syndrome calculator block responsive to information including data and overhead and operative to generate a syndrome, in accordance with an embodiment of the present invention. The electronic data storage device further includes a root finder block coupled to receive said syndrome and operative to generate at least two roots, said RS decoder for processing said two roots to generate at least one error address identifying a location in said data wherein said error lies; and an erasure syndrome calculator block responsive to said information and operative to generate an erasure syndrome, said RS decoder responsive to said information identifying a disk crash, said RS decoder for processing said erasure syndrome to generate an erasure error to recover the data in said disk crash.

Two types of codings are integrated, instead of performing each coding independently. The two codings may be integrated by interleaving one or more acts of one coding method (e.g. data coding) between two or more acts of the other coding method (e.g. line coding). In some embodiments, partitioning of a block of data (e.g. a byte) for line coding (e.g. DC balance coding) is done prior to data coding (e.g. error correction coding). In such embodiments, the remaining acts of line coding may be performed after the data coding is completed. In one particular embodiment, an 8 bit byte is not directly used in error correction coding and instead, the 8 bit byte is initially partitioned into two sub-blocks (of 3 bits and 5 bits) as required by 8B / 10B encoding (which is an example of line coding). After partitioning, the 8B / 10B encoding is not continued, and instead Reed Solomon coding (which is an example of data coding) is then performed (to completion) on the individual sub-blocks (of 3 bits and 5 bits). The error correction coded sub-blocks (of 3 bits and 5 bits) are then used for the remainder of 8B / 10B encoding.

The present invention realizes a high coding gain employing a non-linear coding and a non-linear mapping. A converter converts one row of data that is inputted from a terminal into plural rows of data. The non-linear encoders non-linearly encode-lower level two rows of data in plural rows of converted data, and outputs them as data of level 1 and level 2 to a non-linear mapping circuit. The non-linear mapping circuit maps the data non-linearly encoded by the non-linear encoders and the uncoded data so that each codeword distance may be optimal. A modulator modulates a carrier wave with two-dimensional data that are mapped by the non-linear mapping circuit.

In a method of compressing a lookup table for reducing memory, a non-linear function generating apparatus having a lookup table compressed using the method, and a non-linear function generating method, X-coordinates of the non-linear function are separated into a plurality of sections including steps that have predetermined step sizes. Y-coordinate values corresponding to X-coordinate values are extracted for each step. The Y-coordinate values are stored in predetermined addresses in a memory, wherein the step sizes are different according to the sections. In this manner, memory capacity occupied by the lookup table is reduced.

Correction and location information are determined from a number of data vectors. The location information comprises values determined from subsets of the data vectors. Two or more of the subsets have one or more data vectors in common, but also have one or more data vectors, in one or more of the subsets, that are not in other subsets. The subsets comprise groups of data vectors, and the groups of data vectors have a size that is a function of a power of two. Transmission codes are used on the data vectors and correction and location information. Received location information and determined location information are compared to determine a data vector having an error. Received correction information and determined correction information are compared to correct the data vector having the error. Failing optical lanes may be replaced efficiently by using a number of multiplexers coupled to electrical lanes and optical lanes.

A apparatus for generating (2k-2t) first order Reed-Muller codes from 2k first order Reed-Muller codes based on k input information bits. The apparatus includes a code generator configured to generate (2k-2t) bits first order Reed-Muller codes, and an encoder for multiplying the k input information bits with the (2k-2t) bits first order Reed-Muller codes. The encoding apparatus also includes a memory for storing a number of first order Reed-Muller codes.

In an advanced adaptive modulation and coding (AMC) scheme, the code rate and the parity-check matrix (PCM) for low-density parity-check (LDPC) codes are adapted according to modulation formats and variable-iteration receivers. The degree distribution for the PCM adaptation is designed by heuristic optimization to minimize the required SNR via an extrinsic information transfer (EXIT) trajectory analysis for finite-iteration decoding. The method uses dynamic window decoding by generating spatially coupled PCM for quasi-cyclic LDPC convolutional coding. The method also provides a way to jointly optimize labeling and decoding complexity for high-order and high-dimensional modulations. The problem to use a large number of different LDPC codes for various modulation formats and variable-iteration decoding is also dealt with by linearly dependent PCM adaptation across iteration count to keep using a common generator matrix. This PCM adaptation can improve a convergence speed of belief propagation decoding and mitigate an error floor issue.

An error correction encoding method including generating error correction code data, which is a predetermined number of bytes long, by error-correction-encoding user data in a predetermined manner; generating burst indicator subcode data, which is a predetermined number of bytes long and is used to detect errors that have occurred in the user data; dividing the error correction code data into a plurality of sub-error correction code data each having a length that is less than the error correction code data; dividing the burst indicator subcode data into a plurality of sub-burst indicator subcode data having a length that is less than a minimal data unit that is error-correction-encodable; and alternately arranging the plurality of sub-error correction code data and the plurality of sub-burst indicator subcode data.

A system and method for digital communications with unbalanced codebooks is provided. A transmitter includes a channel encoder that generates an output codeword from an information vector provided by an information input, and a modulator / transmitter circuit coupled to the channel encoder. The modulator / transmitter circuit prepares the output codeword for transmission over a physical channel. The channel encoder encodes the information vector into an intermediate codeword using a first code and shapes the intermediate codeword into the output codeword having a desired distribution.

A soft-in-soft-out (SISO) decoder for a general block code includes a source bit generator which generates k guessed source bits; a channel encoder which maps the k guessed source bits to an n-bit channel codeword; a QAM symbol mapper which generates a locally generated symbol sequence comprising m consecutive QAM symbols based on the n-bit channel codeword; a correlator which receives a symbol sequence, a channel state information sequence, and the locally generated symbol sequence to calculate a correlation associated with the received symbol sequence based on the received symbol sequence, the channel state information sequence, and the locally generated symbol sequence; and a log-likelihood ratio calculator which is connected to the source bit generator and the correlator to thereby calculate the required log-likelihood ratios associated with all coded bits corresponding to the received symbol sequence.

The invention relates to the construction of variable-length error-correcting (VLEC) code, using the main steps of: defining all the needed parameters, generating a code having a fixed length L1, storing in a set W thus obtained all the possible L1-tuples distant of the minimum diverging distance d′min! from the codewords (one extra-bit being affixed at the end of all words if the new set W thus obtained is not empty), deleting all words of W that do not satisfy a distance criterion with all codewords, and verifying that all words of the final set W satisfy another distance criterion. When the codeword deletion is done not anymore only in the last obtained group of the code, but in the group of a given length value Ls to which the algorithm will skip back to in the codeword deletion operation, the beginning of the best VLEC structure of each Ls is, according to the invention, kept in memory and re-used within the next search.

A digital communication device includes: a modulator having encoding means for converting two-dimensional digital information signal into a three-dimensional signal and phase modulation means for modifying the carrier phase in according to the three-dimensional signal; and a demodulator having phase demodulation means for detecting information on the three-dimensional signal from the received phase-modulated wave and demodulation means for deciding the two-dimensional digital information from the information on the three-dimensional signal. The digital communication device has a bit error ratio and an occupied radio band width equivalent to a digital communication device using the conventional QPSK or π / 4 shift QPSK and the error correction method and greatly improves the amplitude fluctuation. Moreover, the digital communication device can transmit a signal with a narrower occupied frequency band width while maintaining the same constant envelope characteristic as the GMSK using the conventional error correction code.

A digital communication device includes: a modulator having encoding means for converting two-dimensional digital information signal into a three-dimensional signal and phase modulation means for modifying the carrier phase in according to the three-dimensional signal; and a demodulator having phase demodulation means for detecting information on the three-dimensional signal from the received phase-modulated wave and demodulation means for deciding the two-dimensional digital information from the information on the three-dimensional signal. The digital communication device has a bit error ratio and an occupied radio band width equivalent to a digital communication device using the conventional QPSK or pi / 4 shift QPSK and the error correction method and greatly improves the amplitude fluctuation. Moreover, the digital communication device can transmit a signal with a narrower occupied frequency band width while maintaining the same constant envelope characteristic as the GMSK using the conventional error correction code.

A system and method for digital communications with unbalanced codebooks is provided. A transmitter includes a channel encoder that generates an output codeword from an information vector provided by an information input, and a modulator / transmitter circuit coupled to the channel encoder. The modulator / transmitter circuit prepares the output codeword for transmission over a physical channel. The channel encoder encodes the information vector into an intermediate codeword using a first code and shapes the intermediate codeword into the output codeword having a desired distribution.

Disclosed is a method for generating (2k−2t) first order Reed-Muller codes from 2k first order Reed-Muller codes based on k input information bits. The method comprises selecting t linearly independent kth order vectors; generating 2t linear combinations by linearly combining the t selected vectors; calculating 2t puncturing positions corresponding to the 2t linear combinations; selecting one k×k matrix out of a plurality of k×k matrixes having k×k inverse matrixes; calculating 2t new puncturing positions by multiplying each of the 2t puncturing positions by the selecting k×k matrix; and generating (2k−2t) first order Reed-Muller codes by puncturing the 2t new puncturing positions from the 2k first order Reed-Muller codes.

Techniques are provided for performing substitutions of bit sequences that are known to cause errors. Input data is initially modulation encoded. The modulated data is then analyzed in a sliding window to determine if it contains any additional bit sequences that are known to cause errors. If an error prone bit sequence is identified in the data, a substitution engine replaces the error prone bit sequence with a predetermined pattern of bits that is less likely to cause errors. The bit stream output of the substitution engine is then recorded on a storage medium. The recorded bit stream is decoded when it read from the medium. The decoding process identifies the substituted bit pattern and replaces the substituted pattern with the original sequence of bits.

An apparatus and method for encoding data are disclosed that may allow for different encoding levels of transmitted data. The apparatus may include an encoder unit and a plurality of transceiver units. The encoder unit may be configured to receive a plurality of data words, where each data word includes N data bits, wherein N is a positive integer greater than one, and encode a first data word of the plurality of data words. The encoded first data word may include M data bits, where M is a positive integer greater than N. Each transceiver unit may transmit a respective data bit of the encoded first data word. The encoder unit may be further configured to receive information indicative of a quality of transmission of the encoded first data word, and encode a second data word of the plurality of data words dependent upon the quality.

A framework for error correction coding that takes into account the difference in bit significance in the source symbols by using an appropriate error metric and minimizing it using a Bayes decoder and an optimized codebook. The Bayes decoder performs better than standard soft and hard minimum distance decoding and the optimized codebook performs better than classical linear block codes, e.g., Hamming codes. The error metric is a norm in information symbol space and is based on a loss function appropriately defined according to an approach for assigning significance to the various bits in the source bit stream. The Bayes decoder of this metric is defined and an optimized codebook generated that optimizes this metric under a noisy channel. The framework for error correction coding is implemented for increased reduncancy in a communications system or a data storage system and is optimized to combat noise in such systems.

The invention discloses a data receiving apparatus, a data transfer apparatus and a data receiving method. The data receiving device includes a receiving unit, an inverse conversion unit and an error correction unit. The receiving unit receives converted data, which is obtained by converting data including transfer data of a plurality of bits, and an error detection code for error detection of the transfer data, according to a predetermined first procedure. The inverse conversion unit inversely converts the received converted data according to a predetermined second procedure. If it is impossible for the inverse conversion unit to inversely convert the converted data, if it is possible for the inverse conversion unit to inversely convert inverted data obtained by inverting a portion of the bits of the converted data, and if an error is not detected in data obtained by inversely converting the inverted data based on the error detection code, the error correction unit performs error correction by inversely converting the inverted data.

The embodiment of the invention discloses an information processing method and device, and the device comprises a decoding module which is used for receiving M first code words from at least one opposite terminal device, wherein each first code word comprises first business data of K unit lengths and error correction codes of R unit lengths; the decoding module is further used for decoding the M first code words to obtain M second code words, the length of each second code word is the sum of K unit lengths and R unit lengths, each second code word comprises second service data of the K unit lengths and error correction information, the second service data is the first service data after error correction, the error correction information is error statistical information obtained by performing error correction on the first service data with the K unit lengths according to the error correction codes with the R unit lengths; and the classification statistics module is used for determining the error rate of the first service data according to the error correction information. By adopting the embodiment of the invention, the data processing efficiency can be improved.

In an advanced adaptive modulation and coding (AMC) scheme, the code rate and the parity-check matrix (PCM) for low-density parity-check (LDPC) codes are adapted according to modulation formats and variable-iteration receivers. The degree distribution for the PCM adaptation is designed by heuristic optimization to minimize the required SNR via an extrinsic information transfer (EXIT) trajectory analysis for finite-iteration decoding. The method uses dynamic window decoding by generating spatially coupled PCM for quasi-cyclic LDPC convolutional coding. The method also provides a way to jointly optimize labeling and decoding complexity for high-order and high-dimensional modulations.

A method and a device for error handling in the transmission of coded data in the form of at least one data word via a communications system, for the at least one data word a code data word being selected according to a specifiable coding rule, the data being represented as bits which are able to assume two different values, ones and zeros, at least one running digital sum being formed in such a way that a summed difference of the total number of the ones and the total number of the zeros is at least formed through the code data word and this running digital sum is transmitted, the running digital sum being determined to the following code data word and being compared to the one that is then transmitted, in the case of deviation, an error being detected.

The invention relates to a variable-length error-correcting (VLEC) code technique, in which the main steps are: defining all the needed parameters, generating a code having a fixed length L1, storing in a set W thus obtained all the possible L1−tuples distant of the minimum diverging distance d[min] from the codewords (one extra-bit being affixed at the end of all words if the new set W thus obtained is not empty), deleting all words of W that do not satisfy a distance criterion with all codewords, and verifying that all words of the final set W satisfy another distance criterion. According to the invention, it is proposed to realize the codeword deletion not anymore only in the last obtained groupe of the code, but in the group of a given length value Ls to which the algorithm will skip back to in the codeword deletion operation, which allows to go back very quickly to smaller lengths and skip many steps of the previous methods.

A framework for error correction coding that takes into account the difference in bit significance in the source symbols by using an appropriate error metric and minimizing it using a Bayes decoder and an optimized codebook. The Bayes decoder performs better than standard soft and hard minimum distance decoding and the optimized codebook performs better than classical linear block codes, e.g., Hamming codes. The error metric is a norm in information symbol space and is based on a loss function appropriately defined according to an approach for assigning significance to the various bits in the source bit stream. The Bayes decoder of this metric is defined and an optimized codebook generated that optimizes this metric under a noisy channel. The framework for error correction coding is implemented for increased reduncancy in a communications system or a data storage system and is optimized to combat noise in such systems.

In an aspect, a method of coding a data stream is provided. In an aspect, the method includes mapping, by a data stream encoder, bits into one or more delimiters for the data stream while limiting a maximum run-length of a same polarity of bits in the data stream to be no more than 5. Each of the one or more delimiters include a zero bit and a one bit appended to an 8b / 10b codeword of one or more 8b / 10b codewords in the data stream. In an aspect, the method further includes transmitting, by a transmitter, the one or more delimiters in the data stream.

A data processing system having a binary neural network architecture for receiving a binary network input and propagating signals via a plurality of binary processing nodes in accordance with the network input to form a network output in accordance with respective binary weights, the data processing system is configured to train each of a plurality of binary processing nodes by implementing a node function as an error correction code (e.g., an r-order Reed-Muller code, e.g., an order 1 Reed-Muller code or a coset of the order 1 Reed-Muller code) function to decode the data through a channel (e.g., a channel decoding code). A binary weight group is identified for a given input of the node that minimizes any error between an output of the node formed from a current binary weight of the node and a preferred output from the node, and the weight of the node is updated to the identified binary weight group. Such training is performed without storing and / or using any weight or other element of higher operational accuracy.

Provided in the present application are a 64B / 66B code signal processing method, a communication device, an electronic device, and a computer-readable medium. The method comprises: at a transmitting end, acquiring a 64B / 66B code signal, wherein the 64B / 66B code signal is composed of 64B / 66B code blocks, and the 64B / 66B code blocks comprise at least one of the following: an S code block, a T code block, a C code block, a D code block or an E code block; writing check information into the first 64B / 66B code block following the T code block; and transmitting the 64B / 66B code signal. The method further comprises: at a receiving end, receiving the 64B / 66B code signal, which is transmitted at the transmitting end; acquiring the check information according to the T code block; and according to the check information, detecting whether there is a check error, and depending on whether there is a check error, replacing some of the 64B / 66B code blocks, so as to finally obtain the 64B / 66B code signal. In this way, an error introduced during the transmission process is marked.

A method for extending a polar code by determining an extension number E such that E / 2<N<E whereby N is a number of codeword bits for a polar code that is to be extended and extending a codeword by adding additional redundant / extension bits. Information indicative of a bit unreliability associated with each bit in the codeword is accessed and bit positions with the highest unreliabilities are selected. Input data for an extended codeword is determined by adding a number of redundant bits in the respective selected bit positions.