The main purpose of principal component analysis [6] is to replace the original multi-dimensional variables with a few comprehensive variables after linear transformation and discarding part of th
Home > News > Other information > truck tracking webfleet solutions > GPS Principal Component Analysis
source:truck tracking webfleet solutions release time:2022-11-09 Hits: Popular:realtime gps tracker online
The main purpose of principal component analysis [6] is to replace the original multi-dimensional variables with a few comprehensive variables after linear transformation and discarding part of the information on the premise of ensuring the minimum information loss of the original data. Among all extracted principal components, the first principal component contains the most variable information that can be explained, the second principal component contains the second most variable information that can be explained, and the last principal component contains the least variable information.
The main steps of principal component analysis are:
1) Calculate the eigenvalues and eigenvectors of the X autocorrelation matrix according to the original data X;
2) Sort the eigenvectors according to the size of the eigenvalues;
3) According to the contribution ratio, find the subspace composed of larger eigenvectors;
4) The coordinates obtained by projecting each row of the original data X onto the subspace are the coordinates after dimension reduction;
5) Calculate the principal components.
Read recommendations:
Vehicle positioning system.gps tracker app manufacturer
Buses equipped with GPS for private use should be held accountable
Next article：Introduction to GPS Platform
Related Information
gps tracker for kids Vendor
2023-04-23mini gps tracker sales
2023-04-114G GPS Tracker for vehicles sales
2023-04-23fleet gps tracking Production
2023-04-23realtime gps tracker online wholesale
2023-04-23gps vehicle tracker
2023-04-11Gps speed limiter
2023-04-11real-time gps tracking sales
2023-04-23obd2 gps tracker verizon wholesale
2023-03-16trailer gps tracker custom
2023-04-23personal gps tracker Production
2026-04-29G500M-Mini GPS Tracker
2022-06-20G900LS 8 Lines-4G Car GPS Tracker
2025-03-31GF20-Mini Magnet GPS Tracker
2022-06-21G900LS J16-4G Car GPS Tracker
2026-04-29What are the classification of GPS system.gps tracker no monthly fee wholesale
2023-04-21Car GPS Global Positioning System
2023-02-09ODM GPS Solution for Smart Wheelchair Project Launched!
2021-03-08Function overview of PS handheld machine
2022-10-14The complete installation step of the wiring car GPS positioner
2023-03-28GPS navigation solution
2022-12-10Advantages and characteristics of third-generation chips.gps tracker auto manufacture
2023-07-06The main factors that affect the performance of GPS antennas are the following.trailer gps tracker w
2023-06-28GPS navigation software.Hidden GPS Trackers Factory
2023-08-12What are the advantages of electric vehicle GPS positioner?
2023-04-03About GPS' Third Generation Chips'.gps tracker for bike Factory
2023-07-06Current Development of GPS.GPS Tracking
2023-09-08Three wiring line search methods for installing GPS positioner.realtime gps tracker online supplier
2023-04-11GPS cannot search for satellite signal problems.plug & play Obd gps tracker distributors
2023-04-12Whether GPS positioning is GPS navigation.obd-II port gps tracker manufacture
2023-05-09Related Articles
The Best GPS Tracker Depends on Your Vehicle Tracking GoalThe best vehicle GPS tracker depends on what you want to achieve, such as anti-theft protection, real-time location monitoring, fleet manageme...
What Is the Best GPS Tracker for Car Anti-Theft and Real-Time Tracking?The best GPS tracker for car anti-theft depends on your vehicle security objectives. A proper solution should deliver reliable po...
Choosing the Right GPS Tracker Starts With Your Asset EnvironmentA suitable GPS tracker for trailers and outdoor assets depends on power availability, deployment duration, tracking frequency and envir...
Cantrack Technology serves over 11,000 overseas customers, shipping millions of trackers annually, and keeping more than 3 million devices online worldwide. As competition grew, Cantrack evolved it...
A Reliable Fleet Tracking Solution Is More Than a GPS DeviceFleet operators are rarely asking only whether a GPS tracker can show vehicle location. They need reliable monitoring, unauthorized-use aler...
Buying GPS Trackers in Bulk Is More Than Comparing Unit PriceA GPS tracker order can look affordable on a quotation sheet and still become expensive after deployment. The real cost appears when device...
alger.qin@6gpstracker.com
Phone: +86 198 7412 0903
Tel: +86 755 2370 2092
WhatsApp: +86 198 7412 0903
Add: FL5, BLDG B, Lianxing Industrial Park, JiangJun Rd, Qiuchang, HuiYang District, Huizhou, Guangdong, China
Copyright © Huizhou Cantrack Technology Co., Ltd. All Rights Reserved. Sitemap “仲达荣”商标为惠州市仲达荣科技有限公司所有
Product
About
Support
News
Contact Us
Language
EN