truck tracking webfleet solutions

Home > NEWS > Other information > truck tracking webfleet solutions

Company News

Industry News

GPS Principal Component Analysis

source:truck tracking webfleet solutions release time:2022-11-09 Hits:     Popular:realtime gps tracker online

  TK100 (GT06) Vehicle Tracker

  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:

Dog gps tracker Vendor

Dog gps tracker Vendor

TK100N- Multi functional GPS Tracker

GPS locator function.Magnetic gps tracker Solution

GPS system management

Last article:GPS test set

Next article:Introduction to GPS Platform

Related Information

car gps tracker price

2023-04-11

portable gps tracker distributors

2023-03-16

truck tracking webfleet solutions

2023-03-16

mini gps tracker maker

2023-04-23

real-time gps tracking Processing

2023-04-23

Best hidden gps trackers

2023-04-11

fleet tracking mobile app

2023-03-16

apple airtags

2023-03-16

Pet GPS Tracker manufacturer

2023-03-16

Gps speed limiter Manufacturing

2023-04-23

GF20-Mini Magnet GPS Tracker

2022-06-21

G900LS-4G Car GPS Tracker

2023-10-06

G183 serials -JOBD GPS Tracker

2022-09-06

3 Years Disposable Asset GPS Tracker

2025-03-31

G900LM-4G Car GPS Tracker

2025-03-25

The manufacturer introduced in detail what applications of GPS in aviation flight navigation.gps tra

2023-04-25

Design of GPS Vehicle Satellite Positioning Simulation System

2022-12-06

GPS tracker, what do you want to use?

2022-09-17

GPS car driving recorder escorts safe driving

2022-09-21

What are the costs of buying GPS positioner?obd-II port gps tracker manufacturer

2023-04-06

Portable Wireless GPS Tracker

2022-09-20

Principle of GPS system

2022-12-09

mini gps tracker.GPS operation vehicle management platform service provider positioning platform req

2023-11-07

Gps speed limiter.The positioning principle of automotive GPS global satellite positioning system

2023-11-17

Application of GPS Earth Powerology.realtime gps tracker online Manufacturing

2023-04-23

China Beidou will provide positioning and alarm services to the world

2023-02-15

Car positioning tracker.mileage tracking webfleet solutions

2023-02-24

gps vehicle tracker.What is the price of a vehicle GPS locator

2023-11-09

GPS military application.plug & play Obd gps tracker distributors

2023-04-24

GPS clock.Dog gps tracker distributors

2023-07-18