92 research outputs found
Ultra-low power LDPC decoder design with high parallelism for wireless communication system
制度:新 ; 報告番号:甲3423号 ; 学位の種類:博士(工学) ; 授与年月日:2011/9/15 ; 早大学位記番号:新574
A 2.0 Gb/s Throughput Decoder for QC-LDPC Convolutional Codes
This paper propose a decoder architecture for low-density parity-check
convolutional code (LDPCCC). Specifically, the LDPCCC is derived from a
quasi-cyclic (QC) LDPC block code. By making use of the quasi-cyclic structure,
the proposed LDPCCC decoder adopts a dynamic message storage in the memory and
uses a simple address controller. The decoder efficiently combines the memories
in the pipelining processors into a large memory block so as to take advantage
of the data-width of the embedded memory in a modern field-programmable gate
array (FPGA). A rate-5/6 QC-LDPCCC has been implemented on an Altera Stratix
FPGA. It achieves up to 2.0 Gb/s throughput with a clock frequency of 100 MHz.
Moreover, the decoder displays an excellent error performance of lower than
at a bit-energy-to-noise-power-spectral-density ratio () of
3.55 dB.Comment: accepted to IEEE Transactions on Circuits and Systems
Flexible LDPC Decoder Architectures
Flexible channel decoding is getting significance with the increase in number of wireless standards and modes within a standard. A flexible channel decoder is a solution providing interstandard and intrastandard support without change in hardware. However, the design of efficient implementation of flexible low-density parity-check (LDPC) code decoders satisfying area, speed, and power constraints is a challenging task and still requires considerable research effort. This paper provides an overview of state-of-the-art in the design of flexible LDPC decoders. The published solutions are evaluated at two levels of architectural design: the processing element (PE) and the interconnection structure. A qualitative and quantitative analysis
of different design choices is carried out, and comparison is provided in terms of achieved flexibility, throughput, decoding efficiency, and area (power) consumption
Research on energy-efficient VLSI decoder for LDPC code
制度:新 ; 報告番号:甲3742号 ; 学位の種類:博士(工学) ; 授与年月日:2012/9/15 ; 早大学位記番号:新6113Waseda Universit
New Algorithms for High-Throughput Decoding with Low-Density Parity-Check Codes using Fixed-Point SIMD Processors
Most digital signal processors contain one or more functional units with a single-instruction, multiple-data architecture that supports saturating fixed-point arithmetic with two or more options for the arithmetic precision. The processors designed for the highest performance contain many such functional units connected through an on-chip network. The selection of the arithmetic precision provides a trade-off between the task-level throughput and the quality of the output of many signal-processing algorithms, and utilization of the interconnection network during execution of the algorithm introduces a latency that can also limit the algorithm\u27s throughput. In this dissertation, we consider the turbo-decoding message-passing algorithm for iterative decoding of low-density parity-check codes and investigate its performance in parallel execution on a processor of interconnected functional units employing fast, low-precision fixed-point arithmetic. It is shown that the frequent occurrence of saturation when 8-bit signed arithmetic is used severely degrades the performance of the algorithm compared with decoding using higher-precision arithmetic. A technique of limiting the magnitude of certain intermediate variables of the algorithm, the extrinsic values, is proposed and shown to eliminate most occurrences of saturation, resulting in performance with 8-bit decoding nearly equal to that achieved with higher-precision decoding. We show that the interconnection latency can have a significant detrimental effect of the throughput of the turbo-decoding message-passing algorithm, which is illustrated for a type of high-performance digital signal processor known as a stream processor. Two alternatives to the standard schedule of message-passing and parity-check operations are proposed for the algorithm. Both alternatives markedly reduce the interconnection latency, and both result in substantially greater throughput than the standard schedule with no increase in the probability of error
A Code-specific Conservative Model for the Failure Rate of Bit-flipping Decoding of LDPC Codes with Cryptographic Applications
Characterizing the decoding failure rate of iteratively decoded Low- and
Moderate-Density Parity Check (LDPC/MDPC) codes is paramount to build
cryptosystems based on them, able to achieve indistinguishability under
adaptive chosen ciphertext attacks. In this paper, we provide a statistical
worst-case analysis of our proposed iterative decoder obtained through a simple
modification of the classic in-place bit-flipping decoder. This worst case
analysis allows both to derive the worst-case behaviour of an LDPC/MDPC code
picked among the family with the same length, rate and number of parity checks,
and a code-specific bound on the decoding failure rate. The former result
allows us to build a code-based cryptosystem enjoying the -correctness
property required by IND-CCA2 constructions, while the latter result allows us
to discard code instances which may have a decoding failure rate significantly
different from the average one (i.e., representing weak keys), should they be
picked during the key generation procedure
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