Low Complexity Fourier Transform Based Fast Detection Scheme for Massive MIMO
Massive MIMO (m-MIMO) is crucial for 5G and beyond 5G/6G V2X (vehicle-to-everything) communications due to its ability to cancel interference and enhance performance. However, V2X communication requires fast and low-complexity operations, presenting a challenge in computational complexity. To tackle this issue, this paper introduces a low-complexity Fast Fourier Transform (FFT) based Zero Forcing (FTZF) detector for m-MIMO systems. By using FFT, the need to compute and invert the Gram matrix directly is eliminated. Simulation results show the proposed detector achieving near-ZF Bit Error Rate (BER) compared to other iterative detectors with comparatively lesser complexity. The BER converges to the ZF detector in fewer iterations compared to the other detectors, outperforming them in both performance and complexity.
Authors
- Mohammed Zafar Ali Khan (ORCID: https://orcid.org/0000-0002-6993-3437)
- Rubeena Aafreen
Institutions
- Indian Institute of Technology Hyderabad (IN)
Publication Details
- Journal
- IEEE Transactions on Vehicular Technology
- Published
- 2025-03-11
- DOI
- https://doi.org/10.1109/tvt.2025.3550342
- Citations
- 1
- Primary Topic
- Antenna Design and Optimization
- Type
- article
- Field-Weighted Citation Impact
- 4.99