Platform Design of Passive Target Perception and Localization Based on Sensor Networks

IF 16.4 1区化学 Q1 CHEMISTRY, MULTIDISCIPLINARY

Accounts of Chemical Research Pub Date : 2024-04-02 DOI:10.1155/2024/1315785

Qin Cheng, Lin Zhang, Yang Yu, Lingjiao Pan

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引用次数: 0

Abstract

With the rapid development, extensive knowledge, and diverse application scenarios of target perception and positioning technology in sensor networks, a passive target perception and localization platform based on Wireless Sensor Networks (WSN) has been designed. The platform is mainly applied for the teaching of electronic information, communication, and Internet of Things (IoT) engineering. The platform follows the teaching concept of “developing students’ ability to solve complex engineering problems” in the emerging engineering discipline and combines experimental simulation with real-world testing, as well as integrating scientific research and teaching. It encompasses technical elements such as perception and localization theory, sparse representation classification modeling, solving underdetermined equations, data analysis, and sparse coding, as well as nontechnical aspects such as team collaboration and cost budgeting. The platform boasts high fidelity and scalability, providing students with the opportunity to develop comprehensive practical and innovative skills in solving complex engineering problems.

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基于传感器网络的被动目标感知和定位平台设计

随着传感器网络中目标感知与定位技术的快速发展、知识的广泛普及和应用场景的多样化，设计了一个基于无线传感器网络（WSN）的无源目标感知与定位平台。该平台主要应用于电子信息、通信和物联网工程专业的教学。该平台遵循新兴工程学科 "培养学生解决复杂工程问题的能力 "的教学理念，将实验仿真与实际测试相结合，将科研与教学相结合。它涵盖了感知和定位理论、稀疏表示分类建模、解欠定方程、数据分析和稀疏编码等技术内容，以及团队协作和成本预算等非技术内容。该平台具有高保真和可扩展性的特点，为学生提供了培养解决复杂工程问题的综合实践和创新能力的机会。

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来源期刊

Accounts of Chemical Research 化学-化学综合

CiteScore

31.40

自引率

1.10%

发文量

312

审稿时长

2 months

期刊介绍： Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.