Innovative RF Awareness platform based on SDR and AI Technologies

该项目致力于开发一个实时频谱感知的创新平台，将最先进的软件定义无线电(SDR)技术与先进的人工智能(AI)算法模型相结合，作为前端射频感知软件组件。创新和动态的射频感知平台将利用数字信号处理和无线电通信系统的尖端技术，提供先进和高效的频谱管理，以实现认知无线电网络(CRN)和开放无线电接入网络(O-RAN)体系结构的集成和共存。这一创新框架旨在通过更有效地监控和管理频谱，优化可用频谱的利用，不仅预测和减轻干扰，而且增强灵活性、适应性、提出的系统有可能在商业和军事通信系统的广泛应用中产生重大影响，并解决频谱稀缺的挑战。此外，该平台与不同无线技术整合和共存的能力将促进未来无线技术的创新和发展，这些技术在卫星、交通、医疗保健和自动化行业具有潜在应用，从而提高生产率并推动经济增长。

The project endeavours to develop an innovative platform for real-time spectrum sensing that synthesizes state-of-the-art Software-Defined Radio (SDR) technologies with advanced Artificial Intelligence (AI) algorithm models to be the front-end RF awareness software component. The innovative and dynamic RF sensing platform will provide advanced and efficient spectrum management by leveraging cutting-edge technologies in digital signal processing and radio communication systems to enable the integration and coexistence of Cognitive Radio Network (CRN) and Open Radio Access Network (O-RAN) architectures.This innovative framework aims to address the increasing demand for wireless connectivity by monitoring and managing the spectrum more efficiently, optimizing the utilisation of the available spectrum not only to predict and mitigate interference, but also to enhance the flexibility, adaptability, and reliability of wireless communication systems.The proposed system has the potential to make significant impact across a wide range of applications in both commercial and military communication systems as well as addressing the challenge of spectrum scarcity. Moreover, the ability of the platform to integrate and coexist with different wireless technologies will promote the innovation and development of future wireless technologies with potential applications in satellite, transport, healthcare and automation industries, thus increasing productivity and driving economic growth.