The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Nov. 14, 2023

Filed:

Sep. 11, 2020
Applicant:

Commissariat a L'energie Atomique ET Aux Energies Alternatives, Paris, FR;

Inventors:

Florian Wolf, Grenoble, FR;

Sébastien De Rivaz, Grenoble, FR;

François Dehmas, Grenoble, FR;

Mohamed Sana, Grenoble, FR;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G01S 13/87 (2006.01); G16Y 10/75 (2020.01); G16Y 40/60 (2020.01); G01S 13/76 (2006.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01); G06F 18/214 (2023.01);
U.S. Cl.
CPC ...
G01S 13/876 (2013.01); G01S 13/762 (2013.01); G06F 18/2155 (2023.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G16Y 10/75 (2020.01); G16Y 40/60 (2020.01);
Abstract

The present invention relates to a method for estimating a distance between nodes of an LPWA network. First and second nodes, respectively, successively transmit a narrow band signal at a plurality of carrier frequencies to each other. The second and first nodes, respectively, receive the transmitted signals and demodulate them into baseband signals. Complex values representative of a forward-backward function of the transmission channel between two nodes are obtained from the baseband demodulated signals. These complex values are then provided to a previously supervisingly trained neural network, the neural network giving an estimation of the distance separating the first node and the second node. The present invention also relates to a method for estimating the position of a node in an LPWA network using the above-noted distance estimation method.


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