Distributed intelligent software for vibration and acoustic monitoring and systems and methods implementing the same
View Patent ↗A method includes instructing a first sensing device to enter a first state, the first state comprising a first set of functions and behavior for the sensing device. The first sensing device is instructed to aggregate sensing data, the sensing data comprising measurements of the property of the surroundings of the first sensing device measured by the at least one sensor. Relevant data from the aggregated sensing data is stored on one of a memory of the first sensing device, a database of a central database and control system associated with the first sensing device, and a memory of a client device. It is determined that a first event has occurred based on the aggregated sensing data, and responsive to the determining that the first event has occurred, the first sensing device is instructed to enter a second state.
1. A method comprising:
instructing a first sensing device to enter a first state, the first state comprising a first set of functions and behavior for the sensing device, the sensing device including at least one sensor that measures a property of the surroundings of the sensing device;
instructing the first sensing device to aggregate sensing data, the sensing data comprising measurements of the property of the surroundings of the first sensing device measured by the at least one sensor;
storing relevant data from the aggregated sensing data on one of a memory of the first sensing device, a database of a central database and control system associated with the first sensing device, and a memory of a client device;
determining that a first event has occurred based on the aggregated sensing data;
responsive to the determining that the first event has occurred, instructing the first sensing device to enter a second state, the second state comprising a second set of a functions and behavior for the first sensing device, wherein the first sensing device comprises a first type of wireless communication system, the first sensing device configured to communicate with one or more other wireless nodes of a sensing system; and
responsive to the determining that the first event has occurred, instructing a second sensing device to enter a third state, the third state comprising a third set of a functions and behavior for the second sensing device.
2. The method of claim 1 , wherein the at least one sensor comprises an acoustic sensor, and the sensing data comprises audio data.
3. The method of claim 1 , wherein the classifier outputs a request for more sensing data, the method further comprising:
instructing the sensing device to enter a third state comprising changing a compression setting or a sampling frequency relevant to the sensing data;
instructing the sensing device to aggregate additional sensing data and provide the additional data to the classifier according to the third state, wherein
determining that the first event has occurred is further based on an output of the classifier, the output based on the additional sensing data and the accessed parameters.
4. The method of claim 3 , wherein the compression setting comprises one of a bitrate, a type of compression, and a codec.
5. The method of claim 1 , wherein one or more parameters, one or more functions, or one or more weighting factors of the classifier are stored on a memory of the tape node.
6. The method of claim 1 , wherein the first type of wireless communication system comprises at least one of a Bluetooth communication system, a Bluetooth Low Energy (BLE) communication system, a Zigbee communication system, and an ultra-wideband (UWB) communication system.
7. The method of claim 1 , wherein the second sensing device comprises the first type of wireless communication system, the second sensing device configured to communicate with the first sensing device using the first type of wireless communication system.
8. The method of claim 7 , wherein the second state comprises capturing sensor data measured by the at least one sensor synchronously with a sensor data capture of the second sensing device.
9. The method of claim 8 , wherein the third state comprises the second sensing device capturing sensor data using at least one sensor of the second sensing device synchronously with the sensor data capture of the first sensing device in the second state.
10. The method of claim 9 , wherein the first sensing device in the second state and the second sensing device in the third state synchronize a timing of their respective sensor data capture based at least in part on communications over the first type of wireless communication system.
11. The method of claim 9 , wherein the at least one sensor of the first sensing device is a different type of sensor than the at least one sensor of the second sensing device.
12. The method of claim 8 , wherein the second sensing device is located at a distance from the first sensing device that is less than a communication range associated with the first type of wireless communication system.
13. The method of claim 1 , wherein the determining that the first event has occurred comprises:
inputting the aggregated sensing data to a classifier;
receiving an output from the classifier that is based on the input aggregated sensing data and based on parameters accessed by the classifier; and
determining that the first event has occurred based on the output from the classifier.
14. The method of claim 13 , wherein the, wherein the classifier is a trained machine learning mode.
15. A method comprising:
instructing a first sensing device to enter a first state, the first state comprising a first set of functions and behavior for the sensing device, the sensing device including at least one sensor that measures a property of the surroundings of the sensing device;
instructing the first sensing device to aggregate sensing data, the sensing data comprising measurements of the property of the surroundings of the first sensing device measured by the at least one sensor;
storing relevant data from the aggregated sensing data on one of a memory of the first sensing device, a database of a central database and control system associated with the first sensing device, and a memory of a client device;
determining that a first event has occurred based on the aggregated sensing data;
responsive to the determining that the first event has occurred, instructing the first sensing device to enter a second state, the second state comprising a second set of a functions and behavior for the first sensing device; and
responsive to the determining that the first event has occurred, instructing a second sensing device to enter a third state, the third state comprising a third set of a functions and behavior for the second sensing device.
16. The method of claim 15 , wherein the second sensing device comprises the first type of wireless communication system, the second sensing device configured to communicate with the first sensing device using the first type of wireless communication system.
17. The method of claim 16 , wherein the second state comprises capturing sensor data measured by the at least one sensor synchronously with a sensor data capture of the second sensing device.
18. The method of claim 17 , wherein the third state comprises the second sensing device capturing sensor data using at least one sensor of the second sensing device synchronously with the sensor data capture of the first sensing device in the second state.
19. The method of claim 18 , wherein the first sensing device in the second state and the second sensing device in the third state synchronize a timing of their respective sensor data capture based at least in part on communications over the first type of wireless communication system.
20. The method of claim 18 , wherein the at least one sensor of the first sensing device is a different type of sensor than the at least one sensor of the second sensing device.