# US 10,871,478 B2 · Tracking exposure to air pollution > Agents: this data is available as JSON from the patentgrep API and MCP server — see https://patentgrep.com/llms.txt - Number: US 10,871,478 B2 - Document ID: US10871478B2 - Status: Granted - Kind: B2 - Application number: 16/063,573 - Filed: 2016-12-21 - Published: 2019-01-03 - Granted: 2020-12-22 - Earliest claimed: 2015-12-30 - Assignees: Koninklijke Philips N.V. - Applicants: Koninklijke Philips N.V. - Inventors: Declan Patrick Kelly; Michael Martin Scheja; Wei Chen; Rim Helaoui - Web page: https://patentgrep.com/patent/US10871478B2 ## CPC - G01N 33/0075: {for multiple spatially distributed sensors, e.g. for environmental monitoring} - G01D 3/08: with provision for safeguarding the apparatus, e.g. against abnormal operation, against breakdown - G01D 9/005: {Solid-state data loggers} - G01D 21/02: Measuring two or more variables by means not covered by a single other subclass - Y02B 30/70: Efficient control or regulation technologies, e.g. for control of refrigerant flow, motor or heating - G01N: INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES (measuring or testing apparatus or processes other than immunoassay, involving enzymes or microorganisms C12M, C12Q) - G01D: MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR - Y02B: CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS ## Abstract The present application relates to a method for tracking a user's exposure to air pollutants, comprising receiving pollutant information from a plurality of air quality data sources at one or more user locations, determining a weighting for at least one of the plurality of data sources, the weighting representing quality of the pollutant information from the respective data source, selecting data sources from the plurality of data sources based on the weighting and aggregating pollutant information from the selected data sources to determine the user's exposure over a predetermined period of time. ## Claims ### Claim 1 A method for tracking a user's exposure to air pollutants, the method comprising: receiving pollutant information from a plurality of air quality data sources at one or more user locations; determining a weighting for each of the plurality of air quality data sources, the weighting representing quality of the pollutant information from the respective data source; selecting data sources from the plurality of air quality data sources based on the weighting, wherein the selected data sources have a weight that is greater than a predetermined threshold; and aggregating pollutant information from the selected data sources to determine the user's exposure over a predetermined period of time. ### Claim 2 (depends on 1) The method of claim 1, comprising selecting from the plurality of air quality data sources an air quality data source having the highest weighting as representing the most accurate data. ### Claim 3 (depends on 1) The method of claim 1, further comprising calculating an average value for a pollutant level from pollutant information from data sources having equal weighting. ### Claim 4 (depends on 1) The method of claim 1, wherein determining the weighting for at least one of the plurality of air quality data sources comprises receiving predetermined weighting information. ### Claim 5 (depends on 4) The method of claim 4, further comprising: receiving identification information for at least one of the plurality of air quality data sources; transmitting the identification information to a remote server; and receiving the predetermined weighting information for the at least one of the plurality of air duality data sources corresponding to the identification information. ### Claim 6 (depends on 1) The method of claim 1, wherein determining the weighting for at least one of the plurality of air quality data sources comprises calculating the weighting of the at least one of the plurality of air quality data sources based on information about a type of data source. ### Claim 7 (depends on 6) The method of claim 6, wherein each of the data sources comprises a sensor, the method comprising comparing pollutant information for each of a plurality of different sensors having a same sensor type with pollutant information from predetermined data sources (Mn) associated with high quality pollutant information; calculating a degree of sensor quality for the sensor type, the degree of sensor quality being associated with a weighting; and assigning a weighting to a given sensor type based on the degree of sensor quality. ### Claim 8 (depends on 1) The method of claim 1, wherein determining the weighting of a data source comprises: comparing first pollutant information from an unweighted data source with second pollutant information from a predetermined data source (Mn) that is associated with high quality pollutant information; and assigning a weighting to the unweighted data source based on a result of the comparing the first pollutant information from an unweighted data source with second pollutant information. ### Claim 9 (depends on 8) The method of claim 8, comprising determining a weighting for the unweighted data source based on a distance between the unweighted data source and the predetermined data source (Mn). ### Claim 10 (depends on 8) The method of claim 8, comprising receiving supplementary information regarding an environment around the unweighted data source to determine whether the first pollutant information is valid. ### Claim 11 (depends on 1) The method of claim 1, wherein aggregating the pollutant information comprises: determining, for each of a plurality of positions, a pollutant concentration from the pollutant information, determining a duration of the user's exposure to the pollutant concentration and summing over the plurality of positions. ### Claim 12 (depends on 1) The method according to claim 1, further comprising determining a respiration rate of the user and wherein the determination of the user's exposure over a predetermined period of time is done by further taking into account the respiration rate of the user. ### Claim 13 An apparatus for tracking a user's exposure to air pollutants, the apparatus comprising: a receiver configured to receive pollutant information from a plurality of data sources at one or more user locations; a processor; and a tangible non-transitory computer-readable medium that stores instructions, which when executed by the processor, cause the processor to: to determine a weighting for each of the plurality of data sources, the weighting representing quality of the pollutant information from the respective data source; select data sources from the plurality of data sources based on the weighting, wherein the selected data sources have a weight that is greater than a predetermined threshold; and aggregate pollutant information from pollutant information from the selected data sources to determine the user's exposure over a predetermined period of time. ### Claim 14 (depends on 13) The apparatus for tracking a user's exposure to air pollutants according to claim 13, wherein the receiver is further configured to receive a respiration rate of the user and wherein the processor is further configured to determine the user's exposure by taking into account the respiration rate. ### Claim 15 (depends on 13) The apparatus for tracking a user's exposure to air pollutants according to claim 13, further comprising a respiration rate detector. ### Claim 16 (depends on 13) The apparatus for tracking a user's exposure to air pollutants according to claim 13, wherein the instructions, when executed by the processor further cause the processor to select the data sources having the highest weighting as representing the most accurate data. ### Claim 17 (depends on 13) The apparatus for tracking a user's exposure to air pollutants according to claim 13, wherein the instructions, when executed by the processor further cause the processor to calculate an average value for a pollutant level from pollutant information from data sources having equal weighting. ### Claim 18 (depends on 13) The apparatus for tracking a user's exposure to air pollutants according to claim 13, wherein the instructions, when executed by the processor further cause the processor to receive predetermined weighting information when determining the weighting for at least one of the plurality of data sources. ### Claim 19 (depends on 18) The apparatus for tracking a user's exposure to air pollutants according to claim 18, wherein the instructions, when executed by the processor further cause the processor to: receive identification information for at least one of the plurality of data sources; transmit the identification information to a remote server; and receive the predetermined weighting information for the at least one of the plurality of data sources corresponding to the identification information. ### Claim 20 (depends on 13) The apparatus for tracking a user's exposure to air pollutants according to claim 13, wherein the instructions, when executed by the processor further cause the processor to calculate the weighting of the data source based on information about a type of data source when determining the weighting for at least one of the plurality of data sources.