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Handbook of Signal Processing Systems pp 503–541Cite as

Application-Specific Accelerators for Communications

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Abstract

For computation-intensive digital signal processing algorithms, complexity is exceeding the processing capabilities of general-purpose digital signal processors (DSPs). In some of these applications, DSP hardware accelerators have been widely used to off-load a variety of algorithms from the main DSP host, including the fast Fourier transform, digital filters, multiple-input multiple-output detectors, and error correction codes (Viterbi, turbo, low-density parity-check) decoders. Given power and cost considerations, simply implementing these computationally complex parallel algorithms with high-speed general-purpose DSP processor is not very efficient. However, not all DSP algorithms are appropriate for off-loading to a hardware accelerator. First, these algorithms should have data-parallel computations and repeated operations that are amenable to hardware implementation. Second, these algorithms should have a deterministic dataflow graph that maps to parallel datapaths. In this chapter, we focus on some of the basic and advanced digital signal processing algorithms for communications and cover major examples of DSP accelerators for communications.

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  1. Rice University, Houston, TX, USA

    Chance Tarver, Yang Sun, Kiarash Amiri, Michael Brogioli & Joseph R. Cavallaro

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  1. Chance Tarver
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  2. Yang Sun
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  3. Kiarash Amiri
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  4. Michael Brogioli
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  5. Joseph R. Cavallaro
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  1. Department of ECE and UMIACS, University of Maryland, College Park, MD, USA

    Shuvra S. Bhattacharyya

  2. Leiden Embedded Research Center, Leiden University Leiden Institute Advanced Computer Science, Leiden, The Netherlands

    Ed F. Deprettere

  3. RWTH Aachen University Software for Systems on Silicon, Aachen, Germany

    Rainer Leupers

  4. Department of Pervasive Computing, Tampere University of Technology, Tampere, Finland

    Jarmo Takala

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Tarver, C., Sun, Y., Amiri, K., Brogioli, M., Cavallaro, J. (2019). Application-Specific Accelerators for Communications. In: Bhattacharyya, S., Deprettere, E., Leupers, R., Takala, J. (eds) Handbook of Signal Processing Systems. Springer, Cham. https://doi.org/10.1007/978-3-319-91734-4_14

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