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SDN-controlled multi-user NOMA-OFDM VLC system based on a resource allocation algorithm
Optics Letters
|November 15, 2024
Summary
We developed a new resource allocation algorithm for visible light communication systems. This method improves performance by allocating bits based on user demand, not just signal strength, outperforming older methods.
Area of Science:
- Optoelectronics and Photonics
- Wireless Communication Technologies
- Network Resource Management
Background:
- Visible Light Communication (VLC) systems offer high-speed wireless data transmission using LEDs.
- Non-Orthogonal Multiple Access (NOMA) enhances spectral efficiency in shared communication channels.
- Resource Allocation Algorithms (RAAs) are crucial for optimizing performance in multi-user systems.
Purpose of the Study:
- To introduce a novel Resource Allocation Algorithm (RAA) for multi-user NOMA-OFDM VLC systems.
- To address the limitation of conventional RAAs that prioritize users with stronger channel gains.
- To enhance system fairness and adaptability to dynamic user demands and channel conditions.
Main Methods:
- Developed a novel RAA for NOMA-OFDM VLC systems.
- Designed a software-defined-network (SDN)-controlled VLC system with real-time signal generation.
- Validated the RAA using a Field-Programmable Gate Array (FPGA)-based transmitter in experimental setups.
Main Results:
- The proposed RAA dynamically allocates bits based on the ratio of allocated to demanded bits, avoiding strong-user bias.
- Experimental results with a two-user NOMA-OFDM system achieved throughputs of 115-191 Mbit/s.
- The system demonstrated dynamic adaptation to changing data demands and user channel responses.
Conclusions:
- The novel RAA significantly outperforms conventional RAAs in NOMA-OFDM VLC systems.
- Performance benefits are consistent across varying data demands, receiving angles, and user distances.
- The proposed algorithm offers a more equitable and robust resource allocation strategy for VLC networks.
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