用GPS数据测量警察存在的算法策略
Robin Khalfa1, Thom Snaphaan1,2, Wim Hardyns1,3
1Department of Criminology, Criminal Law and Social Law Ghent University, Universiteitstraat 4, 9000 Ghent, Belgium.
概括
本研究提出了一种算法,使用GPS数据测量警察的存在,分析频率,持续时间和间歇性. 这种方法有助于理解警察在特定领域对犯罪的影响.
科学领域:
- 犯罪学 犯罪学
- 地理信息系统 (GIS) 是指地理信息系统.
- 数据科学数据科学数据科学
背景情况:
- 传统的警务策略往往缺乏精确的测量警察在微地理层面的存在.
- 了解警察部署的空间和时间动态对于有效预防犯罪至关重要.
- 现有的理论,如热点巡逻的综合理论,需要精细的定量措施.
研究的目的:
- 开发和介绍一个算法策略,用GPS数据量化警察的存在.
- 测量警察存在的三个关键维度:频率,持续时间和间歇性.
- 为分析警察存在对犯罪和相关结果的影响提供一个框架.
主要方法:
- 利用来自警察巡逻单位的GPS数据.
- 开发了一个用伪代码进行数据预处理的算法.
- 专注于计算警察存在的频率,持续时间和间歇性的措施.
- 将算法应用于微地理单位.
主要成果:
- 成功生成了警察存在的频率,持续时间和间歇性的可量化的措施.
- 为处理GPS数据的算法提供伪代码,用于这些测量.
- 建立了一个用于微地理分析警察部署的方法框架.
结论:
- 拟议的算法策略提供了一种使用GPS数据测量警察存在的新方法.
- 这种框架可以促进实证调查警察存在与微观地理层面的犯罪之间的关系.
- 该方法支持开发基于证据的,基于地点的警察策略.
相关概念视频
Design Example: Identifying the Locations of Monuments in the Field Using Global Positioning System Device
27
Surveyors use Global Positioning System (GPS) technology to measure the precise location and elevation of points on Earth. In a recent survey, GPS receivers were used to determine the coordinates and elevations of two park monuments. The process involved careful mission planning, data collection, and correction to ensure accuracy. The survey began with mission planning to identify optimal satellite visibility and minimize Position Dilution of Precision (PDOP). A geodetic control point...
27
Field Application of Global Positioning System
41
The Global Positioning System (GPS) has become an indispensable tool in fieldwork, offering unparalleled precision and efficiency for surveying, navigation, and infrastructure development. By harnessing signals from a constellation of satellites, GPS receivers determine the location of objects with remarkable speed and accuracy, often completing calculations within a second.Advantages of Modern GPS TechnologyContemporary GPS receivers are designed to meet the practical demands of field...
41
Types of Global Positioning System Surveys
53
GPS surveying methods vary in application, accuracy, and data collection techniques, catering to diverse surveying and mapping needs. Static GPS, kinematic GPS, and real-time kinematic (RTK) surveying are widely used. Each technique offers distinct advantages.Static GPS involves placing one receiver at a known reference point and another at the target point. It collects exact positional data by observing multiple satellite ranges over an extended period, achieving centimeter-level accuracy for...
53
Introduction to Global Positioning System
48
The Global Positioning System (GPS) revolutionized positioning on Earth, providing precise location data through satellite ranging. The GPS system was developed in 1978 by the U.S. Department of Defense for military use, and it became available for civilian applications in 1983, transforming fields including navigation, fleet management, and time synchronization for telecommunications systems.GPS consists of satellites in medium Earth orbit, about 20,200 kilometers above the surface,...
48
Errors in Global Positioning System
40
Global Positioning System (GPS) technology has revolutionized navigation and positioning, but its accuracy is often compromised by various errors. These errors, stemming from environmental, satellite, and receiver-related factors, require careful mitigation to ensure reliable performance across applications.Atmospheric ErrorsGPS signals travel through the Earth’s ionosphere and troposphere, introducing delays which affect accuracy. The ionosphere is strongly influenced by charged particles,...
40
Design Example: Measuring Distance Between Two Points with Obstructions
28
When measuring distances in areas with physical obstructions, such as a lake in a field, surveyors must employ techniques to calculate accurate lengths without direct line measurements. One effective method is the offset technique, which allows for precise distance estimation over inaccessible stretches.In this scenario, a surveyor must measure a side of an area that crosses a lake. Since the measuring tape cannot span the lake, the surveyor begins by establishing a baseline that aligns with...
28


