A Wideband Front-End Receiver Implementation on GPUs

  • Scott C. Kim
  • , Shuvra S. Bhattacharyya

    Research output: Contribution to journalArticleScientificpeer-review

    6 Citations (Scopus)

    Abstract

    Modern communication systems have frequency bands that are shared with multiple channels. A typical front-end transceiver is responsible for processing multiple channels simultaneously within the band. Although it is simpler to design a dedicated sub-transceiver for each channel, the overall cost of implementation is prohibitive. It is more desirable to design a single system that can process many channels at the same time. However, it is difficult to realize such a transceiver in wireless communication systems, since it needs to accommodate different standards, data rates, sampling rates, etc. In this paper, we address the challenges of flexible, cost-effective, multi-channel implementation of wideband receiver systems. In particular, we develop a novel implementation by applying graphics processing unit (GPU) technology to a wideband receiver that processes multiple channels at the same time, including channelization and arbitrary resampling. Our proposed new receiver architecture is flexible and reconfigurable via software, while providing high throughput and low latency.

    Original languageEnglish
    Pages (from-to)2602-2612
    Number of pages11
    JournalIEEE Transactions on Signal Processing
    Volume64
    Issue number10
    DOIs
    Publication statusPublished - 15 May 2016
    Publication typeA1 Journal article-refereed

    Keywords

    • Arbitrary resampler
    • carrier aggregation
    • GPU front-end receiver
    • GPU-based radio
    • Polyphase channelizer

    Publication forum classification

    • Publication forum level 3

    ASJC Scopus subject areas

    • Electrical and Electronic Engineering
    • Signal Processing

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