A FPGA implementation of GMM MUD algorithm for space formation aircraft communication system
| Autor: | Bo Ma, Mingdong Xu, Zhilu Wu |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2020 |
| Předmět: |
business.industry
Computer science 02 engineering and technology Communications system Space (mathematics) Engineering (General). Civil engineering (General) ds-uwb 020401 chemical engineering fpga implementation mud 0204 chemical engineering gmm TA1-2040 Field-programmable gate array business Computer hardware |
| Zdroj: | MATEC Web of Conferences, Vol 309, p 01004 (2020) |
| Popis: | Space formation aircraft communication system needs to meet strong anti-interference ability, low power consumption and high transmission rate performance. Ultra-wideband (UWB) has high data transfer rate, low device complexity, high interference resistance and confidentiality. Therefore, UWB technology is used in space formation aircraft communication system, which is direct sequence ultra-wideband (DS-UWB) space formation aircraft communication system. This paper, we put forward a multi-user detection (MUD) algorithm based on Gaussian Mixture Model (GMM) in DS-UWB communication system and its field-programmable gate array (FPGA) implementation. We adopt a way which based on MATLAB and FPGA platform, and results show that MUD algorithm based on GMM has better bit error rate (BER) performance compared to classical multi-user detection algorithm. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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