Traffic volume estimation
First Claim
1. A method using a plurality of probe reports to estimate a quantity of vehicles on a road segment, the method comprising:
- identifying, by a processor, the plurality of probe reports for the road segment in a roadway network acquired at increments over a time period, the roadway network comprising a plurality of road segments;
calculating, by the processor, a weighted probe value (nij) for the road segment as a function of the plurality of probe reports weighted by dividing the product of a probe speed and a probe cycle by a length of the road segment for each of the probe reports of the plurality of probe reports;
calculating, by the processor, a probe probability value (pij) for the road segment using another function;
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Accused Products
Abstract
Systems and methods for using a plurality of probe reports to augment a geographic database with traffic volume data. The plurality of probe reports are identified for a road segment for a time period. A probe value is determined for the road segment for the time period based on the plurality of probe reports. A probe probability value is calculated for the road segment for the time period based on the probe value. The probe probability value is adjusted using road attributes. The adjusted probe probability value is used to estimate traffic volume. The geographic database is augmented with the estimated traffic volume.
13 Citations
17 Claims
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1. A method using a plurality of probe reports to estimate a quantity of vehicles on a road segment, the method comprising:
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identifying, by a processor, the plurality of probe reports for the road segment in a roadway network acquired at increments over a time period, the roadway network comprising a plurality of road segments; calculating, by the processor, a weighted probe value (nij) for the road segment as a function of the plurality of probe reports weighted by dividing the product of a probe speed and a probe cycle by a length of the road segment for each of the probe reports of the plurality of probe reports; calculating, by the processor, a probe probability value (pij) for the road segment using another function; - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13)
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14. A non-transitory computer readable medium including instructions, that when executed by at least one processor, cause the at least one processor to perform a method for using a plurality of probe reports to estimate a quantity of vehicles on a road segment, the method comprising:
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receive a plurality of probe reports for a road segment in a roadway network for increments over a time period, the roadway network comprising a plurality of road segments; weighing each probe report of the plurality of probe reports using a probe speed and a probe cycle for each of the probe reports and a length of the road segment; determine a weighted probe value for the road segment for the time period based on the weighted plurality of probe reports; generate a probability distribution function representing a probability value for a vehicle to be on the road segment for the time period using the function; - View Dependent Claims (15)
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16. An apparatus for using a plurality of probe reports to estimate a quantity of vehicles on a road segment, the apparatus comprising:
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at least one processor; and at least one memory including computer program code for one or more programs, the at least one memory configured to store the computer program code configured to, that when executed by the at least one processor, cause the apparatus to at least perform; identifying the plurality of probe reports for a road segment in a roadway network acquired at increments over a time period, the roadway network comprising a plurality of road segments; weighing each probe report of the plurality of probe reports using a probe speed and a probe cycle for each of the probe reports of the plurality of probe reports and a length of the road segment; determining a weighted probe value for the road segment for the time period based on the weighted plurality of probe reports; calculating a probe probability value for the road segment for the time period using the function; - View Dependent Claims (17)
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Specification