Accelerating Viterbi Algorithm using Custom Instruction Approach

Waqar Ahmed, Imran Hafeez Abbassi, Muhammad Usman Sanwal, Hasan Mahmood

    Research output: Chapter in Book/Conference proceedingConference contributionScientificpeer-review

    Abstract

    In recent years, the decoding algorithms in communication networks are becoming increasingly complex aiming to achieve high reliability in correctly decoding received messages. These decoding algorithms involve computationally complex operations requiring high performance computing hardware, which are generally expensive. A cost-effective solution is to enhance the Instruction Set Architecture (ISA) of the processors by creating new custom instructions for the computational parts of the decoding algorithms. In this paper, we propose to utilize the custom instruction approach to efficiently implement the widely used Viterbi decoding algorithm by adding the assembly language instructions to the ISA of DLX, PicoJava II and NIOS II processors, which represent RISC, stack and FPGA-based soft-core processor architectures, respectively. By using the custom instruction approach, the execution time of the Viterbi algorithm is significantly improved by approximately 3 times for DLX and PicoJava II, and by 2 times for NIOS II.

    Original languageUndefined/Unknown
    Title of host publication2018 14th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications (MESA)
    PublisherIEEE
    Pages
    ISBN (Print)978-1-5386-4643-4
    DOIs
    Publication statusPublished - 2018
    MoE publication typeA4 Article in a conference publication
    EventInternational Conference on Mechatronic and Embedded Systems and Applications (MESA) - 2018 14th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications (MESA)
    Duration: 2 Jul 20184 Jul 2018

    Conference

    ConferenceInternational Conference on Mechatronic and Embedded Systems and Applications (MESA)
    Period02/07/1804/07/18

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