基于AI技术的无线设备定位信号健壮性设计研究

Study on the Robustness Design of Wireless Device Localization Signal Based on AI Technique

摘要: 随着无线技术的迅猛发展，无线设备定位在众多领域的重要性日益凸显。然而，其定位信号易受多种因素影响，健壮性面临挑战。本文深入探讨无线设备定位信号的基本原理，剖析影响信号健壮性的因素，并结合人工智能技术提出了硬件、软件算法和系统层面的设计策略。通过实验对这些策略进行验证与分析，总结研究成果，同时指出不足及未来展望。

Abstract: With the rapid development of wireless technology, wireless device localization has become increasingly important in many fields. However, its positioning signal is susceptible to a variety of factors, and its robustness is facing challenges. This paper discusses the basic principles of wireless device positioning signals, analyzes the factors affecting the robustness of the signals, and combines artificial intelligence technology with hardware, software algorithms and system-level design strategies. These strategies are verified and analyzed through experiments, and the research results are summarized, while deficiencies and future prospects are pointed out.