Transmissive Reconfigurable Intelligent Surface Enabled Spatial Modulation for MIMO Systems

核心概念

The authors propose a novel transmissive reconfigurable intelligent surface (TRIS) transmitter-enabled spatial modulation (SM) multiple-input multiple-output (MIMO) system, which activates specific column elements of the TRIS panel per time slot. The receiver employs maximum likelihood detection to retrieve the transmitted signals. The authors derive closed-form expressions for the upper bounds of the average bit error probability (ABEP) using both vector-based and element-based approaches. They also provide asymptotic ABEP expressions and diversity gain analysis. To improve the performance, the authors optimize the ABEP with a fixed data rate constraint and propose a simplified improved TRIS-SM scheme to reduce computational complexity.

摘要

The paper proposes a novel TRIS transmitter-enabled spatial modulation (SM) MIMO system. Key highlights:

1. The TRIS transmitter activates specific column elements per time slot, while the receiver uses maximum likelihood detection.

2. The authors derive closed-form expressions for the upper bounds of the average bit error probability (ABEP) using both vector-based and element-based approaches.

3. Asymptotic ABEP expressions and diversity gain analysis are provided.

4. To improve performance, the authors optimize the ABEP with a fixed data rate constraint.

5. A simplified improved TRIS-SM scheme is proposed to reduce computational complexity.

6. Simulation results validate the theoretical derivations and show the proposed TRIS-SM scheme outperforms conventional SM, while the improved TRIS-SM scheme further improves reliability.

統計資料

The authors provide the following key metrics and figures:
"The Monte Carlo simulation method is used to validate the theoretical derivations exhaustively."
"The results demonstrate that the proposed TRIS-SM scheme can achieve better ABEP performance compared to the conventional SM scheme. Furthermore, the improved TRIS-SM scheme outperforms the TRIS-SM scheme in terms of reliability."

引述

None.

從以下內容提煉的關鍵洞見

Transmissive RIS Transmitter Enabled Spatial Modulation for MIMO Systems

by Xusheng Zhu,... 於 arxiv.org 03-29-2024

https://arxiv.org/pdf/2403.19457.pdf

深入探究

How can the proposed TRIS-SM scheme be extended to other multi-antenna techniques beyond spatial modulation

The proposed TRIS-SM scheme can be extended to other multi-antenna techniques by incorporating advanced signal processing and optimization algorithms. For example, the concept of reconfigurable intelligent surfaces (RIS) can be integrated with beamforming techniques such as massive MIMO (Multiple-Input Multiple-Output) to enhance the overall system performance. By combining the capabilities of RIS in manipulating the wireless channel with the spatial modulation technique, it is possible to achieve even higher spectral efficiency and reliability in multi-antenna systems.

What are the practical implementation challenges and considerations for deploying the TRIS transmitter in real-world wireless systems

Practical implementation challenges for deploying the TRIS transmitter in real-world wireless systems include the need for efficient control mechanisms to adjust the phase and amplitude of the TRIS elements in real-time. This requires robust and low-latency communication between the controller and the TRIS panel. Additionally, the physical installation of the TRIS panel in different environments while ensuring minimal interference and optimal signal reflection poses a significant challenge. Moreover, the cost-effectiveness and scalability of the TRIS technology need to be carefully considered for widespread deployment in wireless systems.

Can the insights from this work be applied to optimize the performance of other reconfigurable intelligent surface-based communication systems

The insights from this work can be applied to optimize the performance of other reconfigurable intelligent surface-based communication systems by leveraging similar principles of channel manipulation and signal enhancement. By adapting the optimization techniques and theoretical frameworks developed for the TRIS-SM scheme, it is possible to enhance the reliability, spectral efficiency, and overall performance of various communication systems utilizing reconfigurable intelligent surfaces. This can lead to advancements in wireless communication technologies and enable the deployment of more efficient and reliable wireless networks.