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A dynamically reconfigurable adaptive viterbi decoder

机译:动态可重构的自适应维特比解码器

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摘要

The use of error-correcting codes has proven to be an effective way to overcome data corruption in digital communication channels. Although widely-used, the most popular communications decoding algorithm, the Viterbi algorithm, requires an exponential increase in hardware complexity to achieve greater decode accuracy. In this paper, we describe the analysis and implementation of a reduced-complexity decode approach, the adaptive Viterbi algorithm (AVA). Our AVA design is implemented in reconfigurable hardware to take full advantage of algorithm parallelism and specialization. Run-time dynamic reconfiguration is used in response to changing channel noise conditions to achieve improved decoder performance. Implementation parameters for the decoder have been determined through simulation and the decoder has been implemented on a Xilinx XC4036-based PCI board. An overall decode performance improvement of 7.5X for AVA has been achieved versus algorithm implementation on a Celeron-processor based system. The use of dynamic reconfiguration leads to a 20% performance improvement over a static implementation with no loss of decode accuracy.
机译:事实证明,使用纠错码是克服数字通信信道中数据损坏的有效方法。尽管已广泛使用,但最流行的通信解码算法Viterbi算法要求硬件复杂度呈指数级增长才能实现更高的解码精度。在本文中,我们描述了一种降低复杂度的解码方法,即自适应维特比算法(AVA)的分析和实现。我们的AVA设计是在可重新配置的硬件中实现的,以充分利用算法并行性和专业性。运行时动态重配置用于响应不断变化的信道噪声条件,以实现改进的解码器性能。解码器的实现参数已通过仿真确定,解码器已在基于Xilinx XC4036的PCI板上实现。与基于Celeron处理器的系统上的算法实现相比,AVA的整体解码性能提高了7.5倍。与静态实现相比,动态重新配置的使用可将性能提高20%,而不会降低解码精度。

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