Evaluation of Coarse-Grained Reconfigurable Array for a Dual Mode OTFS-OFDM Modulator

Orthogonal Time Frequency Space (OTFS) multiplexing, a prospective waveform for 6<tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$G$</tex> offers high reliability under high mobility compared to Orthogonal Frequency Division Multiplexing (OFDM), but it is characterized by relatively high computational complexity. To address this challenge, a dual-mode framework has been proposed in the literature that dynamically switches between OFDM and OTFS as needed. However, processing such a computationally intensive workload is not feasible on general-purpose processors and therefore must be accelerated through an Application-Specific Integrated Circuit (ASIC) or a reconfigurable hardware device. A typical form of a reconfigurable hardware is a Coarse-Grained Reconfigurable Array (CGRA). The concept of CGRA has existed for a few decades, but it is still gaining traction due to its massively parallel processing capabilities and run-time reconfigurability. This paper proposes a CGRA-based modulator to meet the run-time switching requirements for a dual-mode OFDM-OTFS system. The CGRA is synthesized on a Stratix-IV FPGA device for prototyping purposes. Operating at a frequency of 181.0 MHz, the CGRA delivers a performance of 11.58 GOPS with a dynamic power dissipation of 308 mW. The proposed architecture is evaluated for multiple OTFS scales <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$(8\ \times 4,8\times 8,16\times 16)$</tex> and demonstrates that the proposed solution offers promising results in terms of both performance and scalability.

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Published
2024-11-04
DOI
https://doi.org/10.1109/sips62058.2024.00040
Citations
3
Primary Topic
PAPR reduction in OFDM
Type
article
Field-Weighted Citation Impact
0.63
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article

Evaluation of Coarse-Grained Reconfigurable Array for a Dual Mode OTFS-OFDM Modulator

Waqar Hussain, Jari Nurmi, Aleksandr Ometov, Elena Simona Lohan et al.
3 citations
PAPR reduction in OFDM
0.63
article

Evaluation of Coarse-Grained Reconfigurable Array for a Dual Mode OTFS-OFDM Modulator

Waqar Hussain, Jari Nurmi, Aleksandr Ometov, Elena Simona Lohan, Zohaib Hassan
article en
3 citations

Abstract

Orthogonal Time Frequency Space (OTFS) multiplexing, a prospective waveform for 6<tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$G$</tex> offers high reliability under high mobility compared to Orthogonal Frequency Division Multiplexing (OFDM), but it is characterized by relatively high computational complexity. To address this challenge, a dual-mode framework has been proposed in the literature that dynamically switches between OFDM and OTFS as needed. However, processing such a computationally intensive workload is not feasible on general-purpose processors and therefore must be accelerated through an Application-Specific Integrated Circuit (ASIC) or a reconfigurable hardware device. A typical form of a reconfigurable hardware is a Coarse-Grained Reconfigurable Array (CGRA). The concept of CGRA has existed for a few decades, but it is still gaining traction due to its massively parallel processing capabilities and run-time reconfigurability. This paper proposes a CGRA-based modulator to meet the run-time switching requirements for a dual-mode OFDM-OTFS system. The CGRA is synthesized on a Stratix-IV FPGA device for prototyping purposes. Operating at a frequency of 181.0 MHz, the CGRA delivers a performance of 11.58 GOPS with a dynamic power dissipation of 308 mW. The proposed architecture is evaluated for multiple OTFS scales <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$(8\ \times 4,8\times 8,16\times 16)$</tex> and demonstrates that the proposed solution offers promising results in terms of both performance and scalability.

Tampere University (FI), Nordic Semiconductor (Norway) (NO)
Openalex Percentile: Top 30%
PAPR reduction in OFDM
0.63
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Evaluation of Coarse-Grained Reconfigurable Array for a Dual Mode OTFS-OFDM Modulator — Waqar Hussain, Jari Nurmi, et al. · (2024) | TGRS Research Map | TGRS