View source for 18047946. POSITIONING MODEL TRAINING BASED ON RADIO FREQUENCY FINGERPRINT POSITIONING (RFFP) MEASUREMENTS CORRESPONDING TO POSITION DISPLACEMENTS simplified abstract (QUALCOMM Incorporated)

=POSITIONING MODEL TRAINING BASED ON RADIO FREQUENCY FINGERPRINT POSITIONING (RFFP) MEASUREMENTS CORRESPONDING TO POSITION DISPLACEMENTS=


==Organization Name==

[[:Category:QUALCOMM Incorporated|QUALCOMM Incorporated]]


[[Category:QUALCOMM Incorporated]]

==Inventor(s)==

[[:Category:Mohammed Ali Mohammed Hirzallah of San Diego CA (US)|Mohammed Ali Mohammed Hirzallah of San Diego CA (US)]][[Category:Mohammed Ali Mohammed Hirzallah of San Diego CA (US)]]

[[:Category:Srinivas Yerramalli of San Diego CA (US)|Srinivas Yerramalli of San Diego CA (US)]][[Category:Srinivas Yerramalli of San Diego CA (US)]]

[[:Category:Yun Chen of San Diego CA (US)|Yun Chen of San Diego CA (US)]][[Category:Yun Chen of San Diego CA (US)]]

[[:Category:Rajat Prakash of San Diego CA (US)|Rajat Prakash of San Diego CA (US)]][[Category:Rajat Prakash of San Diego CA (US)]]

[[:Category:Taesang Yoo of San Diego CA (US)|Taesang Yoo of San Diego CA (US)]][[Category:Taesang Yoo of San Diego CA (US)]]

==POSITIONING MODEL TRAINING BASED ON RADIO FREQUENCY FINGERPRINT POSITIONING (RFFP) MEASUREMENTS CORRESPONDING TO POSITION DISPLACEMENTS - A simplified explanation of the abstract==


This abstract first appeared for US patent application 18047946 titled 'POSITIONING MODEL TRAINING BASED ON RADIO FREQUENCY FINGERPRINT POSITIONING (RFFP) MEASUREMENTS CORRESPONDING TO POSITION DISPLACEMENTS

==Simplified Explanation==

The patent application describes a method for training a positioning model using radio frequency fingerprint positioning (RFFP) measurements to estimate the position of a user equipment (UE).

* Obtaining a first plurality of RFFP measurements corresponding to known displacements between positions of the UE.
* Training a positioning model based on the first plurality of RFFP measurements and known displacements.
* Providing a position estimate of the UE using the trained positioning model.

== Potential Applications ==
This technology could be applied in indoor navigation systems, asset tracking, and location-based services.

== Problems Solved ==
This technology helps improve the accuracy and reliability of indoor positioning systems, especially in environments where GPS signals may be weak or unavailable.

== Benefits ==
- Enhanced indoor positioning accuracy
- Improved user experience in location-based services
- Increased efficiency in asset tracking and management

== Potential Commercial Applications ==
"Enhancing Indoor Positioning Systems with RFFP Measurements"

== Possible Prior Art ==
One possible prior art could be the use of Wi-Fi fingerprinting for indoor positioning systems.

== Unanswered Questions ==

=== How does this method compare to existing indoor positioning technologies? ===
This article does not provide a direct comparison with other indoor positioning technologies, such as Wi-Fi or Bluetooth-based systems. Further research is needed to understand the advantages and limitations of this method compared to existing solutions.

=== What are the potential limitations or challenges of implementing this technology in real-world scenarios? ===
The article does not address the potential challenges or limitations of implementing this technology, such as scalability, cost-effectiveness, or compatibility with different types of devices. Further investigation is required to assess the practical implications of deploying this method in real-world applications.


==Original Abstract Submitted==

In an aspect, a method performed by a network node includes obtaining a first plurality of radio frequency fingerprint positioning (RFFP) measurements corresponding to a plurality of known displacements between positions of a user equipment (UE); and training a positioning model to provide a position estimate of the UE, wherein the training of the positioning model is at least based on the first plurality of RFFP measurements and the known displacements between the positions of the UE corresponding to the first plurality of RFFP measurements.



[[Category:G01S5/02]]