人工智能赋能无人机全面综述:趋势、愿景与挑战
A Comprehensive Review of AI-enabled Unmanned Aerial Vehicle: Trends, Vision , and Challenges
AI总结:
本文全面综述了人工智能赋能无人飞行器的发展趋势、未来愿景与挑战,探讨了AI在导航、监测、农业及救援等应用中的作用,并审视了伦理、安全与监管问题,为该变革性领域的进一步研究奠定基础。
摘要:
近年来,人工智能(AI)与无人飞行器(UAVs)的结合在多个领域带来了进步。这项全面分析探讨了AI驱动的UAVs及其应用中友好计算的不断变化的格局。它涵盖了新兴趋势、未来愿景以及伴随这种关系而来的固有挑战。研究考察了AI在实现导航、检测和跟踪物体、监测野生动物、增强精准农业、促进救援行动、进行监视活动以及使用环保计算技术建立UAVs之间通信方面的作用。通过深入探讨AI与UAVs之间的交互,本分析强调了这些技术彻底改变农业、监视实践、灾害管理策略等行业的潜力。在展望可能性的同时,它还审视了伦理考量、安全问题、待建立的监管框架以及负责任地部署AI增强的UAV系统。通过整合该领域研究工作的见解,本综述提供了对AI驱动的UAVs不断演变格局的理解,同时为进一步探索这一变革性领域奠定了基础。
英文摘要:
In recent years, the combination of artificial intelligence (AI) and unmanned aerial vehicles (UAVs) has brought about advancements in various areas. This comprehensive analysis explores the changing landscape of AI-powered UAVs and friendly computing in their applications. It covers emerging trends, futuristic visions, and the inherent challenges that come with this relationship. The study examines how AI plays a role in enabling navigation, detecting and tracking objects, monitoring wildlife, enhancing precision agriculture, facilitating rescue operations, conducting surveillance activities, and establishing communication among UAVs using environmentally conscious computing techniques. By delving into the interaction between AI and UAVs, this analysis highlights the potential for these technologies to revolutionise industries such as agriculture, surveillance practices, disaster management strategies, and more. While envisioning possibilities, it also takes a look at ethical considerations, safety concerns, regulatory frameworks to be established, and the responsible deployment of AI-enhanced UAV systems. By consolidating insights from research endeavours in this field, this review provides an understanding of the evolving landscape of AI-powered UAVs while setting the stage for further exploration in this transformative domain.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。