KWIM: Dataset and Supporting Materials for Wireless Infrastructure Design Based on the Khalfin Wireless Infrastructure Model

This dataset accompanies the research paper: "A Systemic Approach to Wireless Infrastructure Design: The Khalfin Wireless Infrastructure Model (KWIM)" The Khalfin Wireless Infrastructure Model (KWIM) proposes a systemic engineering approach to designing, optimizing, and maintaining wireless network infrastructures, particularly in high-density environments. This dataset includes conceptual models, simulation-based representations, and structured data illustrating key relationships between: - Cell size and network capacity efficiency - Device density and performance degradation - Signal strength and effective throughput The dataset is intended to support reproducibility, conceptual validation, and further research in wireless infrastructure engineering and network optimization. The KWIM model integrates: - Environmental analysis - Topology optimization - Redundancy planning - Diagnostic frameworks Related publication: https://hal.science/view/index/docid/5607336 This work contributes to the field of capacity-oriented wireless system design and provides a foundation for future research in scalable network architectures.本数据集配套于研究论文：《无线基础设施设计的系统性方法：卡尔芬无线基础设施模型（Khalfin Wireless Infrastructure Model，KWIM）》 卡尔芬无线基础设施模型（KWIM）提出了一套系统性工程方法，用于设计、优化及维护无线网络基础设施，尤其适用于高密度部署场景。 本数据集包含概念模型、基于仿真的表征数据，以及阐明以下核心关联关系的结构化数据集： - 蜂窝规模与网络容量效率 - 设备密度与性能衰减 - 信号强度与有效吞吐量 本数据集旨在支持无线基础设施工程与网络优化领域的可复现性研究、概念验证以及后续拓展研究。 KWIM模型整合了以下模块： - 环境分析 - 拓扑优化 - 冗余规划 - 诊断框架 相关研究出版物：https://hal.science/view/index/docid/5607336 本研究为面向容量的无线系统设计领域贡献了研究基础，并为可扩展网络架构的后续研究提供了支撑。