Parallel secure turbo code for security enhancement in physical layer

A. Motamedi, Mohsen Najafi, N. Erami
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引用次数: 3

Abstract

Turbo code has been one of the important subjects in coding theory since 1993. This code has low Bit Error Rate (BER) but decoding complexity and delay are big challenges. On the other hand, considering the complexity and delay of separate blocks for coding and encryption, if these processes are combined, the security and reliability of communication system are guaranteed. In this paper a secure decoding algorithm in parallel on General-Purpose Graphics Processing Units (GPGPU) is proposed. This is the first prototype of a fast and parallel Joint Channel-Security Coding (JCSC) system. Despite of encryption process, this algorithm maintains desired BER and increases decoding speed. We considered several techniques for parallelism: (1) distribute decoding load of a code word between multiple cores, (2) simultaneous decoding of several code words, (3) using protection techniques to prevent performance degradation. We also propose two kinds of optimizations to increase the decoding speed: (1) memory access improvement, (2) the use of new GPU properties such as concurrent kernel execution and advanced atomics to compensate buffering latency.
用于物理层安全增强的并行安全涡轮码
自1993年以来,Turbo码一直是编码理论的重要研究课题之一。该码具有较低的误码率(BER),但解码复杂度和延迟是一大挑战。另一方面,考虑到独立块进行编码和加密的复杂性和延迟,如果将这些过程结合起来,则可以保证通信系统的安全性和可靠性。提出了一种基于通用图形处理器(GPGPU)的安全并行解码算法。这是快速并行联合信道安全编码(JCSC)系统的第一个原型。该算法在加密过程中保持了理想的误码率,提高了译码速度。我们考虑了几种并行技术:(1)在多个核之间分配一个码字的解码负载,(2)同时解码多个码字,(3)使用保护技术防止性能下降。我们还提出了两种优化来提高解码速度:(1)内存访问改进,(2)使用新的GPU属性,如并发内核执行和高级原子来补偿缓冲延迟。
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