SPAMR
收藏arXiv2025-09-30 收录
下载链接：
https://github.com/advantages/MAG-RAG-for-SASP
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资源简介：
该数据集名为SPAMR，包含了十个经典的SASP问题，涵盖了传感器阵列信号处理的各种任务，如传输波束模式匹配、协同感知、传感器布置等。该数据集利用了包含标准建模方法、启发式策略和优化算法的文档进行构建。此外，数据集还包括了能够帮助研究人员和大型语言模型改进建模过程的启发式建模策略和优化算法。该数据集的规模涉及十个经典的SASP问题，其任务旨在为传感器阵列信号处理问题实现自动化的优化建模。
This dataset, named SPAMR, includes ten classic SASP problems covering diverse tasks in sensor array signal processing, such as transmit beam pattern matching, cooperative sensing, and sensor deployment. It is built upon documentation that covers standard modeling methodologies, heuristic strategies, and optimization algorithms. Furthermore, the dataset contains heuristic modeling strategies and optimization algorithms that can assist researchers and Large Language Models (LLMs) in enhancing the modeling process. Centered on the ten classic SASP problems, the dataset aims to enable automated optimized modeling for sensor array signal processing-related tasks.
