• 제목/요약/키워드: binary codes

검색결과 208건 처리시간 0.018초

A Two-Step Screening Algorithm to Solve Linear Error Equations for Blind Identification of Block Codes Based on Binary Galois Field

  • Liu, Qian;Zhang, Hao;Yu, Peidong;Wang, Gang;Qiu, Zhaoyang
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • 제15권9호
    • /
    • pp.3458-3481
    • /
    • 2021
  • Existing methods for blind identification of linear block codes without a candidate set are mainly built on the Gauss elimination process. However, the fault tolerance will fall short when the intercepted bit error rate (BER) is too high. To address this issue, we apply the reverse algebra approach and propose a novel "two-step-screening" algorithm by solving the linear error equations on the binary Galois field, or GF(2). In the first step, a recursive matrix partition is implemented to solve the system linear error equations where the coefficient matrix is constructed by the full codewords which come from the intercepted noisy bitstream. This process is repeated to derive all those possible parity-checks. In the second step, a check matrix constructed by the intercepted codewords is applied to find the correct parity-checks out of all possible parity-checks solutions. This novel "two-step-screening" algorithm can be used in different codes like Hamming codes, BCH codes, LDPC codes, and quasi-cyclic LDPC codes. The simulation results have shown that it can highly improve the fault tolerance ability compared to the existing Gauss elimination process-based algorithms.

Improved Upper Bounds on Low Density Parity Check Codes Performance for the Input Binary AWGN Channel

  • Yu Yi;Lee, Moon-Ho
    • 대한전자공학회:학술대회논문집
    • /
    • 대한전자공학회 2002년도 하계종합학술대회 논문집(1)
    • /
    • pp.323-326
    • /
    • 2002
  • In this paper, we study the improved bounds on the performance of low-density parity-check (LDPC) codes over binary-input additive white Gaussian noise (AWGN) channels with belief propagation (BP) decoding in log domain. We define an extended Gallager ensemble based on a new method of constructing parity check matrix and make use of this way to improve upper bound of LDPC codes. At the same time, many simulation results are presented in this paper. These results indicate the extended Gallager ensembles based on Hamming codes have typical minimum distance ratio, which is very close to the asymptotic Gilbert Varshamov bound and the superior performance which is better than the original Gallager ensembles.

  • PDF

Numerical Algorithm for Phase Offsets of Binary Codes in the Code Division Multiple Access System

  • Park, Hong-Goo
    • ETRI Journal
    • /
    • 제28권2호
    • /
    • pp.227-230
    • /
    • 2006
  • There has been a growing need for increased capacity in cellular systems. This has resulted in the adoption of the code division multiple access (CDMA) system as a multiple channel access method. Thus, it is important to obtain the phase offsets of binary codes in the CDMA system because distinct phase offsets of the same code are used to distinguish signals received at the mobile station from different base stations. This letter proposes an efficient algorithm to compute the phase offset of a binary code in the CDMA system through the use of the basic facts of number theory and a new notion of the subcodes of a given code. We also formulate the algorithm in a compact form.

  • PDF

극 부호의 연속 제거 복호 : 채널의 합성과 분리 (Successive Cancellation Decoding of Polar Codes : Channel Synthesis and Decomposition)

  • 이문호;이준;박주용
    • 대한전자공학회논문지TC
    • /
    • 제48권4호
    • /
    • pp.24-36
    • /
    • 2011
  • 본 논문에서는 Arikan이 제안했던 극 부호의 부호화 및 복호화의 대수적 식을 개선하여 이진 이산 무기억 대칭 채널에서 연속 제거 복호 알고리즘을 이용한 극 부호의 채널의 합성과 분리를 확인했다. 이진 이산 무기억 대칭 채널 W에서 양극화 행렬 ${G_2}^{{\otimes}n}$을 통하여 블록 길이 $2^n$인 극 부호를 효과적으로 구성하여 정보 비트를 전송할 수 있다. 특히, $N{\geq}2$일 때, Arikan 부호의 복잡도 O($Nlog_2N$)이다. 극 부호가 향후 다중점 통신의 문제에 대한 하나의 대안이 될 수 있다는 것을 확인하였다.

Challenges and Some New Directions in Channel Coding

  • Arikan, Erdal;Hassan, Najeeb ul;Lentmaier, Michael;Montorsi, Guido;Sayir, Jossy
    • Journal of Communications and Networks
    • /
    • 제17권4호
    • /
    • pp.328-338
    • /
    • 2015
  • Three areas of ongoing research in channel coding are surveyed, and recent developments are presented in each area: Spatially coupled low-density parity-check (LDPC) codes, nonbinary LDPC codes, and polar coding.

PRIMITIVE IDEMPOTENTS IN THE RING F4[x]/〈xpn-1〉 AND CYCLOTOMIC Q CODES

  • Batra, Sudhir;Mathur, Rekha
    • 대한수학회보
    • /
    • 제55권3호
    • /
    • pp.971-997
    • /
    • 2018
  • The parity of cyclotomic numbers of order 2, 4 and 6 associated with 4-cyclotomic cosets modulo an odd prime p are obtained. Hence the explicit expressions of primitive idempotents of minimal cyclic codes of length $p^n$, $n{\geq}1$ over the quaternary field $F_4$ are obtained. These codes are observed to be subcodes of Q codes of length $p^n$. Some orthogonal properties of these subcodes are discussed. The minimal cyclic codes of length 17 and 43 are also discussed and it is observed that the minimal cyclic codes of length 17 are two weight codes. Further, it is shown that a Q code of prime length is always cyclotomic like a binary duadic code and it seems that there are infinitely many prime lengths for which cyclotomic Q codes of order 6 exist.

Optimum Convolutional Error Correction Codes for FQPSK-B Signals

  • Park, Hyung-Chul
    • 한국통신학회논문지
    • /
    • 제29권5C호
    • /
    • pp.611-617
    • /
    • 2004
  • The optimum convolutional error correction codes for recently standardized Feher-patented quadrature phase-shift keying (FQPSK-B) modulation are proposed. We utilize the continuous phase modulation characteristics of FQPSK-B signals for calculating the minimum Euclidean distance of convolutional coded FQPSK-B signal. It is shown that the Euclidean distance between two FQPSK-B signals is proportional to the Hamming distance between two binary data sequence. Utilizing this characteristic, we show that the convolutional codes with optimum free Hamming distance is the optimum convolutional codes for FQPSK-B signals.

CYCLIC AND CONSTACYCLIC SELF-DUAL CODES OVER Rk

  • Karadeniz, Suat;Kelebek, Ismail Gokhan;Yildiz, Bahattin
    • 대한수학회보
    • /
    • 제54권4호
    • /
    • pp.1111-1122
    • /
    • 2017
  • In this work, we consider constacyclic and cyclic self-dual codes over the rings $R_k$. We start with theoretical existence results for constacyclic and cyclic self-dual codes of any length over $R_k$ and then construct cyclic self-dual codes over $R_1={\mathbb{F}}_2+u{\mathbb{F}}_2$ of even lengths from lifts of binary cyclic self-dual codes. We classify all free cyclic self-dual codes over $R_1$ of even lengths for which non-trivial such codes exist. In particular we demonstrate that our constructions provide a counter example to a claim made by Batoul et al. in [1] and we explain why their claim fails.

함수 단위 N-gram 비교를 통한 Spectre 공격 바이너리 식별 방법 (Detecting Spectre Malware Binary through Function Level N-gram Comparison)

  • 김문선;양희동;김광준;이만희
    • 정보보호학회논문지
    • /
    • 제30권6호
    • /
    • pp.1043-1052
    • /
    • 2020
  • 시그니처 기반 악성코드 탐지는 제로데이 취약점을 이용하거나 변형된 악성코드를 탐지하지 못하는 한계가 있다. 이를 극복하기 위해 N-gram을 이용하여 악성코드를 분류하는 연구들이 활발히 수행되고 있다. 기존 연구들은 높은 정확도로 악성코드를 분류할 수 있지만, Spectre와 같이 짧은 코드로 동작하는 악성코드는 식별하기 어렵다. 따라서 본 논문에서는 Spectre 공격 바이너리를 효과적으로 식별할 수 있도록 함수 단위 N-gram 비교 알고리즘을 제안한다. 본 알고리즘의 유효성을 판단하기 위해 165개의 정상 바이너리와 25개의 악성 바이너리에서 추출한 N-gram 데이터셋을 Random Forest 모델로 학습했다. 모델 성능 실험 결과, 25개의 Spectre 악성 함수의 바이너리를 99.99% 정확도로 식별했으며, f1-score는 92%로 나타났다.

MIMO 시스템에서 LDPC 부호 기반의 터보등화 방식 연구 (A Study on Turbo Equalization for MIMO Systems Based on LDPC Codes)

  • 백창욱;정지원
    • 한국통신학회논문지
    • /
    • 제41권5호
    • /
    • pp.504-511
    • /
    • 2016
  • 본 논문은 외부 부호로 DVB-S2 시스템에서 표준으로 제안된 LDPC 부호와 내부 부호로는 시공간 격자 부호를 사용하는 터보등화 방식의 MIMO 시스템을 제안한다. 시공간 격자 부호와 LDPC 복호기를 연접시킨 계층적 시공간 부호기는 duo-binary 터보 복호기와 연접시킨 터보 등화 방식과는 달리 LDPC 복호기의 내부에서만 반복 복호를 시행하여 성능이 저하되는 문제점을 가지고 있다. 이를 해결하기 위해 시공간 격자 부호화 방식을 BCJR 복호기를 적용하여 LDPC 복호기가 전체 반복을 통하여 성능을 향상시키는 방안을 제시하고 시뮬레이션 하였다. 시뮬레이션 결과 본 논문에서 제시하는 효율적인 연접 방식을 이용하면 기존 연판정 기반의 LDPC와 시공간 격자 부호를 연접하는 방식에 비하여 약 0.6 dB의 성능이 향상되었다.