Vacuum cleaner
A vacuum cleaner includes: a sensor configured to generate sensor signals based on sensed motion and orientation of the vacuum cleaner; a human-computer interface, HCI; and a controller configured to: process the generated sensor signals to determine a type of cleaning activity being performed by a user using the vacuum cleaner; and control the HCI to provide a recommendation to the user of the vacuum cleaner in dependence on the determined type of cleaning activity.
1 . A vacuum cleaner comprising:
a body
a sensor disposed in the body and configured to generate sensor signals based on sensed motion and orientation of the vacuum cleaner;
a human-computer interface (HCI) comprising a user interface (UI) disposed in the body with which a user can interact; and
a controller configured to:
process the generated sensor signals to determine a type of cleaning activity being performed by the user using the vacuum cleaner; and
control the HCI to provide a recommendation using the UI to the user of the vacuum cleaner in dependence on the determined type of cleaning activity.
2 . The vacuum cleaner of claim 1 ,
wherein the HCI comprises a visual display unit, and
wherein the recommendation comprises a visual recommendation displayed on the visual display unit.
3 . The vacuum cleaner of claim 1 ,
wherein the HCI comprises an audio output device, and
wherein the recommendation comprises an audible recommendation played by the audio output device.
4 . The vacuum cleaner of claim 1 , wherein the recommendation comprises information relating to a cleaning tool suitable for the determined type of cleaning activity.
5 . The vacuum cleaner of claim 1 , wherein the recommendation comprises information that determines a type of cleaning activity, wherein the information is related to one or more of:
a stroke rate;
a dwell time; and
an applied pressure.
6 . The vacuum cleaner of claim 1 , wherein the sensor signals are based only on sensed motion of the vacuum cleaner or only on sensed orientation of the vacuum cleaner.
7 . The vacuum cleaner of claim 1 , wherein the sensor comprises an inertial measurement unit, IMU.
8 . The vacuum cleaner of claim 1 , further comprising:
a cleaner head comprising an agitator; and
one or more diagnostic sensors configured to generate further sensor signals based on sensed parameters of the cleaner head,
wherein the controller is configured to process the generated further sensor signals to determine the type of cleaning activity being performed by the user using the vacuum cleaner.
9 . The vacuum cleaner of claim 8 ,
wherein the cleaner head further comprises an agitator motor arranged to rotate the agitator, and
wherein the sensed parameters of the cleaner head comprise the agitator motor current.
10 . The vacuum cleaner of claim 8 , wherein the sensed parameters of the cleaner head comprise the pressure applied to the cleaner head.
11 . The vacuum cleaner of claim 8 ,
wherein the cleaner head further comprises an adjustable gate, and
wherein the recommendation comprises information relating to a setting of the adjustable gate suitable for the determined type of cleaning activity.
12 . The vacuum cleaner of claim 1 , wherein the controller is configured to process the sensor signals by performing a pre-processing step and a classification step.
13 . The vacuum cleaner of claim 12 , wherein the pre-processing step comprises extracting features from time portions of the sensor signals.
14 . The vacuum cleaner of claim 13 , wherein the classification step comprises processing the extracted features using a machine learning classifier.
15 . The vacuum cleaner of claim 14 , wherein the machine learning classifier comprises one or more of: an artificial neural network, a random forest and a support-vector machine.
16 . The vacuum cleaner of claim 12 , wherein the pre-processing step comprises filtering the sensor signals.
17 . A method of facilitating the use of a vacuum cleaner, the method comprising:
generating sensor signals based on sensed motion and orientation of the vacuum cleaner;
processing the generated sensor signals to determine a type of cleaning activity being performed by a user using the vacuum cleaner; and
providing a recommendation to the user of the vacuum cleaner in dependence on the determined type of cleaning activity.
18 . A non-transient storage device comprising a set of instructions, which, when executed by a computerised device, cause the computerised device to perform a method of facilitating the use of a vacuum cleaner, the method comprising:
generating sensor signals based on sensed motion and orientation of the vacuum cleaner;
processing the generated sensor signals to determine a type of cleaning activity being performed by a user using the vacuum cleaner; and
providing a recommendation to the user of the vacuum cleaner in dependence on the determined type of cleaning activity.