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Published on: June 25, 2021
Carrier Diversity Incorporation to Low-Complexity Near-ML Detection for Multicarrier Systems over V2V Radio Channel.
Jose Alberto Del Puerto-Flores1, Fernando Peña-Campos2, Ramón Parra-Michel2
1Facultad de Ingeniería, Universidad Panamericana, Álvaro del Portillo 49, Zapopan, Jalisco 45010, Mexico.
This study introduces a new method to reduce data detection errors in vehicle-to-vehicle (V2V) communication systems. The novel approach significantly lowers computational costs while improving performance in challenging wireless environments.
Area of Science:
- Electrical Engineering
- Wireless Communications
- Signal Processing
Background:
- Inter-carrier interference (ICI) poses a significant challenge in vehicle-to-vehicle (V2V) orthogonal frequency division multiplexing (OFDM) systems, complicating data detection.
- Existing ICI mitigation techniques, such as linear iterative receivers, demand extensive iterations, while non-linear methods fail to leverage channel frequency diversity.
Purpose of the Study:
- To propose a novel transmission and reception scheme for low-complexity data detection in doubly selective, highly time-varying V2V channels.
- To enhance data detection performance by effectively mitigating inter-carrier interference.
Main Methods:
- The proposed technique combines discrete Fourier transform (DFT) spreading with non-linear detection.
- This approach aims to harness the channel's frequency diversity for improved data detection accuracy.
- The scheme is designed for low computational complexity in highly dynamic V2V environments.
Main Results:
- The developed scheme achieves performance comparable to the optimal maximum likelihood (ML) detector.
- Compared to iterative linear minimum mean square error (LMMSE) detection, the proposed system demonstrates superior bit error rate (BER) performance.
- Significant computational cost reductions were observed: a third reduction with 48 subcarriers and a two-order magnitude reduction with 512 subcarriers in an OFDM system.
Conclusions:
- The proposed DFT-spreading coupled with non-linear detection offers an effective solution for ICI mitigation in V2V OFDM systems.
- This method provides a favorable trade-off between performance and computational complexity, outperforming traditional iterative receivers.
- The technique successfully exploits channel frequency diversity, leading to near-optimal data detection in challenging V2V communication scenarios.
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