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Indoor Occupancy Estimation Using Particle Filter and SLEEPIR Sensor System

Journal Article · · IEEE Sensors Journal
 [1];  [2];  [2];  [3];  [4]
  1. Department of Computer Science, Texas A&,M University, College Station, TX, USA; OSTI
  2. J. Mike Walker ’,66 Department of Mechanical Engineering, Texas A&,M University, College Station, TX, USA
  3. Department of Electrical and Computer Engineering, Texas A&,M University, College Station, TX, USA
  4. J. Mike Walker ’,66 Department of Mechanical Engineering, Department of Electrical and Computer Engineering, and the Department of Biomedical Engineering, Texas A&,M University, College Station, TX, USA
Not provided.
Research Organization:
Texas A & M Univ., College Station, TX (United States). Texas A & M Engineering Experiment Station
Sponsoring Organization:
USDOE Advanced Research Projects Agency - Energy (ARPA-E)
DOE Contract Number:
AR0000945
OSTI ID:
1980428
Journal Information:
IEEE Sensors Journal, Journal Name: IEEE Sensors Journal Journal Issue: 17 Vol. 22; ISSN 1530-437X
Publisher:
IEEE
Country of Publication:
United States
Language:
English

References (23)

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Performance Optimization of the SLEEPIR Sensor Towards Indoor Stationary Occupancy Detection journal November 2021
PreHeat conference September 2011
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Effective Quantization Approaches for Recurrent Neural Networks conference July 2018
Feature Analysis to Human Activity Recognition journal December 2016
A Motion Induced Passive Infrared (PIR) Sensor for Stationary Human Occupancy Detection conference April 2020
Multiple Human Tracking Using Binary Infrared Sensors journal June 2015
Detection and tracking of a human using the infrared thermopile array sensor — “Grid-EYE” conference July 2017
Occupancy Detection and Localization by Monitoring Nonlinear Energy Flow of a Shuttered Passive Infrared Sensor journal November 2018
Stationary and Moving Occupancy Detection Using the SLEEPIR Sensor Module and Machine Learning journal July 2021
Turning a pyroelectric infrared motion sensor into a high-accuracy presence detector by using a narrow semi-transparent chopper journal December 2017
A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking journal January 2002
A Low-Power Electric-Mechanical Driving Approach for True Occupancy Detection Using a Shuttered Passive Infrared Sensor journal January 2019
A Coarse Fingerprint-Assisted Multiple Target Indoor Device-Free Localization With Visible Light Sensing journal January 2022
Unobtrusive Sensor-Based Occupancy Facing Direction Detection and Tracking Using Advanced Machine Learning Algorithms journal August 2018
Unscented Kalman Filters and Particle Filter Methods for Nonlinear State Estimation journal January 2014
Occupancy Detection Using a Temperature-Sensitive Adaptive Algorithm journal December 2021
True Presence Detection via Passive Infrared Sensor Network Using Liquid Crystal Infrared Shutters conference September 2020
SLEEPIR: Synchronized Low-Energy Electronically Chopped PIR Sensor for True Presence Detection journal March 2020
Compressive Sensing Based Indoor Occupancy Positioning Using a Single Thermopile Point Detector With a Coded Binary Mask journal December 2019

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