PIRvision_FoG_presence_detection

About

The PIRvision dataset contains occupancy detection data collected from a Synchronized Low-Energy Electronically-chopped Passive Infra-Red sensing node in residential and office environments. Each observation represents 4 seconds of recorded human activity within the sensor Field-of-View (FoV). Variables Info: Date (1st element): Date of observation Time (2nd element): Time of observation Label (3rd element): Activity label Temperature (4th element): Ambient temperature in Fahrenheit PIR Values (elements 5-59): 55 raw analog sensor readings collected over 4 seconds Class labels: 0: Vacancy 1: Stationary human presence 3: Other activity/motion

Subject Area

Climate and Environment

Instances

15,302

Features

Data Types

Tabular, Sequential, Multivariate, Text

Tasks

Classification

Feature Types

Continuous

Features

Name	Role	Type	Units	Missing Values
Date	Feature	Categorical	-	No
Time	Feature	Categorical	-	No
Label	Feature	Binary	-	No
Temperature_F	Feature	Integer	-	No
PIR_1	Feature	Integer	-	No
PIR_2	Feature	Integer	-	No
PIR_3	Feature	Integer	-	No
PIR_4	Feature	Integer	-	No
PIR_5	Feature	Integer	-	No
PIR_6	Feature	Integer	-	No
PIR_7	Feature	Integer	-	No
PIR_8	Feature	Integer	-	No
PIR_9	Feature	Integer	-	No
PIR_10	Feature	Integer	-	No
PIR_11	Feature	Integer	-	No
PIR_12	Feature	Integer	-	No
PIR_13	Feature	Integer	-	No
PIR_14	Feature	Integer	-	No
PIR_15	Feature	Integer	-	No
PIR_16	Feature	Integer	-	No
PIR_17	Feature	Integer	-	No
PIR_18	Feature	Integer	-	No
PIR_19	Feature	Integer	-	No
PIR_20	Feature	Integer	-	No
PIR_21	Feature	Integer	-	No
PIR_22	Feature	Integer	-	No
PIR_23	Feature	Integer	-	No
PIR_24	Feature	Integer	-	No
PIR_25	Feature	Integer	-	No
PIR_26	Feature	Integer	-	No
PIR_27	Feature	Integer	-	No
PIR_28	Feature	Integer	-	No
PIR_29	Feature	Integer	-	No
PIR_30	Feature	Integer	-	No
PIR_31	Feature	Integer	-	No
PIR_32	Feature	Integer	-	No
PIR_33	Feature	Integer	-	No
PIR_34	Feature	Integer	-	No
PIR_35	Feature	Integer	-	No
PIR_36	Feature	Integer	-	No
PIR_37	Feature	Integer	-	No
PIR_38	Feature	Integer	-	No
PIR_39	Feature	Integer	-	No
PIR_40	Feature	Integer	-	No
PIR_41	Feature	Integer	-	No
PIR_42	Feature	Integer	-	No
PIR_43	Feature	Integer	-	No
PIR_44	Feature	Integer	-	No
PIR_45	Feature	Integer	-	No
PIR_46	Feature	Integer	-	No
PIR_47	Feature	Integer	-	No
PIR_48	Feature	Integer	-	No
PIR_49	Feature	Integer	-	No
PIR_50	Feature	Integer	-	No
PIR_51	Feature	Integer	-	No
PIR_52	Feature	Integer	-	No
PIR_53	Feature	Integer	-	No
PIR_54	Feature	Integer	-	No
PIR_55	Feature	Integer	-	No