Evaluation of Coarse-Grained Reconfigurable Array for a Dual Mode OTFS-OFDM Modulator
Hassan, Zohaib; Hussain, Waqar; Ometov, Aleksandr; Lohan, Elena Simona; Nurmi, Jari (2024)
Hassan, Zohaib
Hussain, Waqar
Ometov, Aleksandr
Lohan, Elena Simona
Nurmi, Jari
2024
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Julkaisun pysyvä osoite on
https://urn.fi/URN:NBN:fi:tuni-202504073363
https://urn.fi/URN:NBN:fi:tuni-202504073363
Kuvaus
Peer reviewed
Tiivistelmä
<p>Orthogonal Time Frequency Space (OTFS) multiplexing, a prospective waveform for 6G 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 (8 × 4,8× 8,16× 16) and demonstrates that the proposed solution offers promising results in terms of both performance and scalability.</p>
Kokoelmat
- TUNICRIS-julkaisut [20263]