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双语推荐:Turbo译码

首先介绍 LTE-A 系统中 Turbo译码器的结构和译码原理,分析 RADIX-4 Turbo 译码算法.然后介绍 Turbo 译码的两种滑动窗算法,并提出一种性能损失较小的改进滑动窗算法.在此基础上,结合并行译码、RADIX-4 Turbo 译码算法,提出一种适用于 LTE-A 系统的 Turbo 译码算法,并与目前主要的几种Turbo 译码算法进行运算复杂度、存储开销方面的比较和性能仿真.比较和仿真结果表明所提出的 Turbo 译码算法在性能损失较小的同时具有低时延低存储的特性,能够满足 LTE-A 系统中高速 Turbo 译码的要求.
@@@@This paper describes first the structure of Turbo coder/decoder and the decoding principle of Turbo code in LTE-A system, analyzes RADIX-4 based Turbo decoding algorithm. Then is gives two kinds of sliding window algorithms for Turbo decoding, including an improved sliding window algorithm with fairly little performance loss. And finally based on this improved sliding window algorithm and combined with parallel and RADIX-4 Turbo decoding algorithm, this paper proposes a Turbo decoding algorithm applicable to LTE-A system. Comparison of this the new decoding algorithm with other Turbo decoding algorithms on computational complexity and memory cost is done, and simulation indicates that the proposed turbo decoding algorithm has less performance loss while is of low delay and low memory, and thus could meet the requirements of high-speed Turbo decoder in LTE-A system.

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提出了一种新的联合译码方案。该方案结合了卷积码和Turbo译码算法的优势,在译码端采用三个译码器,前两个译码依然为经典Turbo译码结构并采用Log-Map算法,最后一个译码器接收译好的信息位、校验位和外信息值,采用维特比译码算法。经过迭代译码,能够进一步提高传统Turbo译码的性能。仿真结果证明在10次迭代以前,至少能够获得0.1dB的编码增益。
The article proposes a novel combined decoding scheme. This structure combines the superiority of concolutional code and Turbo code. There are three decoders. The first two components are arranged as the classical parallel concatenated decoding scheme and using the Log Maximum A Posteriori ( Log -Map) algorithm. The third receiver who is applied with soft output Viterbi algorithm ( SOVA) takes over the system bit,the first parity bit and priori information from the first two decoders. It can improve conven-tional Turbo code performance further. Simulation result shows that it achieves 0. 1dB performance gains at least before 10 iterations.

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研究了Turbo码的高通信质量的信道编码问题。针对WCDMA系统中Turbo编码器采用的3GPP交织器在并行译码过程中存在内存争用问题,且串行译码存在较大时延,不能满足未来移动通信的传输时延要求,将QPP交织器应用于Turbo码编码器中,该交织器在解决内存争用及减少Turbo译码复杂度方面具有优势,采用SF-MAX-Log-MAP并行译码算法,有效提高了码的纠错性能,更好地提高了通信过程中有效性和可靠性。
This paper mainly studies the Turbo code with high communication quality channel coding research problem. For WCDMA system using Turbo encoder 3GPP interleaver in parallel decoding process in the presence of memory contention, and serial decoding existence big delay, can not meet the requirements of future mobile communication transmission delay, the QPP interleaver applied to Turbo code encoder, the interleaver in addressing memory contention and reduce Turbo code decoding complexity has advantages, using SF-MAX-Log-MAP parallel decoding algorithm, to effectively improve the code error correction performance, and better improve the validity and reliability of the communication process.

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Turbo码的优越性使其在3G、4G及卫星通信等领域应用广泛。文章在分析了几种算法的基础上对Max-log-MAP算法进行了改进,引入迭代译码停止准则,并对算法进行了定点和加滑动窗处理,从而降低了译码复杂度,减少了译码时间,使Turbo译码容易通过硬件实现。
Turbo code is widely used in the third and fourth generation mobile communication and satellite communication systems because of its excellent per-formance. The thesis has improved the max-log-MAP algorithm after analyzed several decoding algorithms. The thesis has adopted stop criterion, fixed-point data and sliding-window schemes to reduce calculation, storage and delay of decoding. So Turbo code is im-plemented easily in hardware.

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一种Nonbinary—Turbo-DFH系统方案,提出了多进制系统递归卷积码类型的G函数及编译码器结构,并给出了相应的软判决迭代译码算法。Nonbinary—Turbo—DFH改进了Turbo—DFH系统的编译码器结构,使用了新的G函数和相应译码算法,解决了Turbo—DFH系统中缺少系统码跳频信息的问题,仿真结果表明,与传统DFH和Turbo—DFH系统相比,N0nbinary—Turbo—DFH系统具有更好的误比特率性能。
The scheme of Nonbinary-Turbo-DFH system is proposed, a kind of function G based on M-ary Recursive Systematic Convolutional codes is constructed and corresponding soft-decision decoding algorithm deduced. The Nonbinary-Turbo-DFH system modifies the coder and decoder structure of Turbo-DFH, and employs new function G and decoding algorithm to solve the lack of frequency-hop information in Turbo-DFH system. Simulation results indicate that as compared with traditional DFH system and Turbo-DFH system, LDPC-DFH system has even better BER performance.

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Turbo码具有接近香农极限的译码性能。由于这种优异特性,空间数据系统咨询委员会(CCSDS)在1999年就把Turbo码加入了遥测信道编码建议书。介绍了CCSDS标准的Turbo码编码结构和译码原理,研究了影响其性能的各个重要参数,如信息块长度、迭代次数和码率等,通过Matlab软件对不同参数条件下的译码性能进行了仿真,对仿真结果进行了详细分析,给出了深空通信系统中参数选择的建议。
Turbo code has a very good performance which is close to the Shannon limit.In 1999,CCSDS(Consultative Committee for Space Data systems) has added Turbo code to the recommendation of Telemetry channel coding due to its excellent properties. This paper introduces the coding structure and decoding principle of Turbo codes of CCSDS standard,and studies important parameters which impact its performance,such as block length,iteration number,bit rate,etc.The decoding performances under different parameter condi-tions are simulated by Matlab software.The proposal for parameter selection in deep-space communication system is given based on anal-ysis on simulation results.

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首先分析了Turbo码的Log-Map和Max-Log-MAP译码算法,然后对符合CCSDS标准的Turbo码的Max-Log-MAP译码算法在Matlab上进行仿真验证,最后在Xilinx FPGA平台xc4vlx100上硬件实现了Max-Log-MAP算法.
@@@@The Log-map and Max-Log-MAP algorithm for Turbo codes are analyzed firstly, then the Max-Log-MAP algorithm for Turbo codes based on CCSDS Standard, is simulated and verified by Matlab. Finally the Max-Log-MAP is implemented on the xc4vlx100 FPGA of Xilinx.

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针对Turbo乘积码(Turbo Product Codes,TPCs)中的译码问题,该文提出一种全新的低复杂度TPC自适应Chase迭代译码算法。与已有的报道不同,在译码过程中,新算法首先统计TPC码块内每一行(列)产生的代数译码后的备选序列与接收序列的相同最小欧氏距离的个数,然后根据统计结果,按照算法步骤调整译码所需的不可靠位数值。通过Monte Carlo仿真可验证,当TPC行列编码采用相同的扩展汉明码,且编码效率为0.879时,该算法与Pyndiah采用固定不可靠位数值迭代译码算法相比,在误码率BER为410-处仅损失约0.08 dB的性能,但是译码平均复杂度降低可达到约40.4%。
This paper proposes a novel and low-complexity adaptive Chase iterative decoding algorithm for Turbo Product Codes (TPCs). Different from the previous reported results, during decoding, the new adaptive algorithm is based on the statistics of the number of the candidate sequences with the same minimum squared Euclidean distance in each row or column of TPC block firstly, and then the Least Reliable Bits (LRBs) can change according to the statistical results via the proposed steps. It can be verified by Monte Carlo simulations, when using the same extended Hamming code as TPC subcodes with coding efficiency of 0.879 and the Bit Error Rate (BER) is 410- , the coding loss of the proposed adaptive algorithm is just about 0.08 dB compared with Pyndiah’s iterative decoding algorithm using the fixed LRBs parameter in Chase decoder, but the average complexity of the proposed algorithm could be reduced about 40.4%.

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联合信道安全编码将信道编码作为加密系统实现了纠错与加密的合二为一.本文采用基于密钥控制随机删余的Turbo码来实现联合信道安全编码.针对目前普遍采用的Turbo码迭代译码方案计算量大、译码延时长和功耗大的问题,采用一种新的比特级迭代译码算法,结合编码时的加密删余信息,对未收敛比特在一个小窗口内进行部分迭代以减少已收敛比特的不必要迭代,从而减少总体迭代次数和计算量.实验表明本方案可在保障通信可靠性和安全性的基础上进一步降低译码开销,提高译码效率.
The security and reliability of data transmission are two essential and challenging subjects in wireless communication systems.A joint channel-security coding scheme provides both data secrecy and reliability in one single process to combat the interception and interference problems in an insecure and unreliable channel.In this paper,a bit-level secure error-correcting coding scheme,based on punctured Turbo codes which obtain an adaptive coding rate and encrypted coding stream,is presented.While decoding the Turbo coded frames,a novel windowed partial decoding iteration scheme,based on bit-level stopping criteria,is employed to prevent unnecessary iterations and reduce the decoding complexity.Simulations show that the encrypted coding stream can be well decoded by less complete iteration number and overall computation,compared with conventional methods.

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脉冲位置调制(PPM)无线光通信系统易受到大气湍流影响,针对于此,将Turbo技术引入到PPM的解调和乘积码译码中。基于极大似然准则导出了PPM软检测解调方法,结合分组码的SISO译码,构建了检测解调和译码联合迭代的Turbo结构,推导了其迭代原理算法。仿真分析结果表明,误码性能可随迭代次数增加改善,其中,在大气闪烁指数0.1和误码率10-6条件下,迭代3~5次相比非迭代系统获得了0.8 dB以上的增益。
To reduce the influence of atmospheric turbulence, turbo technique was used in process of PPM demodulation and product code decoding. The soft detection demodulation method of PPM was deduced based on maximum likelihood rules, combined with SISO block decoding, the structure of Turbo demodulation and decoding was constituted, iterate algo-rithm was also given. Simulation results showed that, the performance could be improved with increasing of iterations, and under condition of 0.1 atmospheric index and BER 10-6 , with 3~5 iterations the iterate algorithm would provide more than 0.8 dB gain compared to no-iteration system.

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