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A flexible and fast software implementation of the FFT on the BPE platform

Published: 12 March 2012 Publication History

Abstract

The importance of having an efficient Fast Fourier Transform (FFT) implementation is universally recognized as one of the key enablers for the development of new and more powerful signal processing algorithms. In the field of telecommunications, one of its most recent applications is the Orthogonal Frequency Division Multiplexing (OFDM) modulation technique, whose superiority is recognized and endorsed by several standards. However, the horizon of standards is so wide and heterogeneous that a single FFT implementation hardly satisfies them all. In order to have a reusable, easily extensible and reconfigurable solution, most of the baseband processing is moving towards a software implementation: to this end several new Digital Signal Processor (DSP) architectures are emerging, each with its own set of differentiating properties. Within this context, we propose a software implementation of the FFT on the Block Processing Engine (BPE) platform. Several implementations have been investigated, ranging from a single instruction based approach, to others employing several instructions either in parallel or in pipeline. The outcome is a flexible set of solutions that leaves degrees of freedom in terms of computational load, achievable throughput and power consumption. The proposed implementations closely approach the theoretical clock cycles expected by dedicated hardware counterpart, thus making it a concrete alternative.

References

[1]
T. Cupaiuolo and D. Lo Iacono, "Software Implementation of Near-ML Soft-Output MIMO Detection," Washington, DC, USA, 30 November - 3 December, 2010, Software Defined Radio Forum 2010 (SDR'10)
[2]
J. Baek and K. Choi, "New address generation scheme for memory-based FFT processor using multiple radix-2 butterflies," SoC Design Conference, 2008. ISOCC '08. International, vol.01, no., pp.I-273-I-276, 24--25 Nov. 2008
[3]
B. Beheshti, "On Performance of LTE UE DFT and FFT Implementations in Flexible Software Based Baseband Processors", Proceedings of 2009 IEEE Long Island Systems, Applications and Technology Conference (LISAT2009), May 1, 2009, Farmingdale, New York.
[4]
C. Rowen,. P. Nuth and S. Fiske, "A DSP architecture optimized for wireless baseband," System-on-Chip, 2009. SOC 2009. International Symposium on, vol., no., pp.151--156, 5--7 Oct. 2009
[5]
X. Guan, Y. Fei and H. Lin, "Hierarchical Design of an Application-Specific Instruction Set Processor for High-Throughput and Scalable FFT Processing," Very Large Scale Integration (VLSI) Systems, IEEE Transactions on, vol.PP, no.99, pp.1--13, 2011

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Published In

cover image ACM Conferences
DATE '12: Proceedings of the Conference on Design, Automation and Test in Europe
March 2012
1690 pages
ISBN:9783981080186

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EDA Consortium

San Jose, CA, United States

Publication History

Published: 12 March 2012

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Author Tags

  1. SIMD
  2. VLIW architectures
  3. component
  4. software defined radio (SDR)
  5. software fast fourier transform (FFT)
  6. vector processors

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  • Research-article

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DATE '12
Sponsor:
  • EDAA
  • EDAC
  • SIGDA
  • The Russian Academy of Sciences
DATE '12: Design, Automation and Test in Europe
March 12 - 16, 2012
Dresden, Germany

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Overall Acceptance Rate 518 of 1,794 submissions, 29%

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Design, Automation and Test in Europe
March 31 - April 2, 2025
Lyon , France

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