Statistical Inference of RFID Tag Positions: Inferring the Tag's Position (2nd Run)

A video showing part of the results for my Undergraduate Thesis at UOIT. This thesis focused on an approach to statistically inferring the position of an RFID tag given a number of observations from RFID receivers at varying power levels and also given a set of calibration data for well defined points in the room.

This video visualizes statistical likelihood of a the Tag E existing at every defined point in the room given a set of recorded observations. The hotter the colour the greater the statistical likelihood. In this case after approximately 300 observations the likelihood focuses to an area around a single point. The actual location of the Tag is approximately 1 meter away from the inferred position. See https://sites.google.com/site/whowardtke/research/undergraduate-thesis for the full text of the thesis.

Category:

Science & Technology

Tags:

• RFID
• Thesis
• Statistics
• Probability