Patent · US Active

Method and system for recommending features for developing an iot application

US10277682B2 · kind B2 · utility

2Cited by

0References

12Claims

0Family size

Assignee

Tata Consultancy Services Limited · IN

Inventors

Swagata BISWAS · Sherghati, IN
Tanushyam Chattopadhyay · Sherghati, IN
Arpan Pal · Sherghati, IN
Snehasis Banerjee · Sherghati, IN
Utpal Garin · Sherghati, IN

Key dates

Filing date	Nov 20, 2017
Grant date	Apr 30, 2019
Priority date	—
Expiry date	Dec 31, 2037

Classification

Technology area (CPC H)Electricity
CPC primaryH04W4/38
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A method and system has been provided for recommending features for developing an IoT analytics application. The method follows a deep like architecture. It comprises of three distinct layers. First layer is for input signal processing and other two layers are for feature reduction. The time domain, frequency domain and time-frequency domain features are extracted from the input signal. The invention uses multiple feature selection methods so that the union of the recommended features by these feature selection methods is significantly lesser than the initial set of features. The best feature combination is recommended using an exhaustive search.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.