利用多式联网深度表示与缩小维度的方法来增强物联网网络中的入侵检测系统
K Priyadharshini1, M Arulprakash2, R Jeya2
1Department of Computing Technologies, School of Computing, College of Engineering and Technology, Faculty of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur, 603203, India.
Scientific reports
|March 1, 2026
概括
这项研究引入了一种新方法,用于规划农村自行车网络,使用人们.
科学领域:
- 农村规划 农村规划 农村规划
- 旅游发展 旅游发展
- 网络分析 网络分析
背景情况:
- 传统的村庄振兴正在扩大到相邻地区.
- 自行车网络对于协调的文化和旅游发展至关重要.
- 目前的规划方法缺乏动态流量分析,导致利用率低.
研究的目的:
- 提出一种基于流量吸引力的创建最佳自行车网络的新方法.
- 提高农村自行车网络的利用率和效率.
主要方法:
- 利用Wi-Fi探测器来监测人们的运动强度和稳定性.
- 为初步的自行车路线建立了基于流量的吸引力评估.
- 纳入历史景点路线和公共服务设施集中,以优化网络.
主要成果:
- 最初的路线流动吸引力高度两极分化,分布不均.
- 生成的自行车网络显示出更好的可访问性,吸引力的连接性和与服务的整合性.
- 新网络在整体表现方面表现优于原计划.
结论:
- 拟议的基于流量的方法有效地为传统村庄地区创造了优质的自行车网络.
- 这种方法可以提高游客的参与度,并促进文化和旅游业的协同发展.
- 优化的自行车网络鼓励在农村地区停留更长时间,促进当地经济.
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