Techniques for indoor positioning
A method is described in which a plurality of magnetic field norms is obtained using a plurality of magnetic field sensor units, each of the plurality of magnetic field sensor units being arranged to measure a magnetic field at a different height while being mounted to an object, each of the plurality of magnetic field norms being a norm of the magnetic field measured by a corresponding one of the plurality of magnetic field sensor units; and the plurality of magnetic field norms is matched with a magnetic field map of an indoor area including a plurality of sub-areas to estimate a location of the object as one of the plurality of sub-areas.
1. An apparatus, comprising:
a storage unit having stored therein a magnetic field map of an indoor area comprising a plurality of sub-areas;
a plurality of magnetic field sensor units, each of the plurality of magnetic field sensor units being arranged to be mounted on an object to measure a magnetic field at a different height; and
a processing unit to match a plurality of magnetic field norms with the magnetic field map to estimate a location of the object as one of the plurality of sub-areas, each of the plurality of magnetic field norms being a norm of the magnetic field measured by a corresponding one of the plurality of magnetic field sensor units,
wherein each of the plurality of magnetic field norms is a product of: an unnormalized norm of the magnetic field measured by the corresponding magnetic field sensor unit; an inverse of a respective predetermined standard deviation; and a respective tuning factor.
2. The apparatus of claim 1 , wherein the object is a human being, and wherein the plurality of magnetic sensor units comprises a first magnetic sensor unit and a second magnetic sensor unit which are respectively mountable to a waist and a foot of the human being.
3. The apparatus of claim 1 , wherein the magnetic field map is configured for use in obtaining, for each of the plurality of sub-areas, a plurality of premeasurement-based norms of the magnetic field, and wherein the matching further comprises calculating a difference between a first vector whose elements comprise the plurality of premeasurement-based norms and a second vector whose elements comprise the plurality of magnetic field norms.
4. The apparatus of claim 1 , wherein the respective predetermined standard deviation is a standard deviation of a norm of the magnetic field premeasured with a magnetic field sensor unit arrangement identical to that of the corresponding magnetic field sensor unit.
5. The apparatus of claim 1 , wherein the respective predetermined tuning factor is a factor which is predetermined based on a percentage of locations each of which, if for a respective one of the plurality of the sub-areas, a plurality of additional premeasurement-based norms of the magnetic field is matched with the magnetic field map in a same manner of matching between said each magnetic field norm and the magnetic field map, is estimated as a different one of the plurality of the sub-areas than the respective sub-area.
6. A method performed by a device comprising a hardware processor to perform indoor positioning, comprising:
obtaining, using a plurality of magnetic field sensor units, a plurality of magnetic field norms, each of the plurality of magnetic field sensor units being arranged to be mounted on an object to measure a magnetic field at a different height, each of the plurality of magnetic field norms being a norm of the magnetic field measured by a corresponding one of the plurality of magnetic field sensor units; and
matching the plurality of magnetic field norms with a magnetic field map of an indoor area comprising a plurality of sub-areas to estimate a location of the object as one of the plurality of sub-areas,
wherein each of the plurality of magnetic field norms is a product of: an unnormalized norm of the magnetic field measured by the corresponding magnetic field sensor unit; an inverse of a respective predetermined standard deviation; and a respective tuning factor.
7. The method of claim 6 , wherein the object is a human being, and wherein the plurality of magnetic sensor units comprise a first magnetic sensor unit and a second magnetic sensor unit which are respectively mountable to a waist and a foot of the human being.
8. The method of claim 6 , further comprising: using the magnetic field map to obtain, for each of the plurality of sub-areas, a plurality of premeasurement-based norms of the magnetic field, wherein the matching further comprises calculating a difference between a first vector whose elements comprise the plurality of premeasurement-based norms and a second vector whose elements comprise the plurality of magnetic field norms.
9. The method of claim 6 , wherein the respective predetermined standard deviation is a standard deviation of a norm of the magnetic field premeasured with a magnetic field sensor unit arrangement identical to that of the corresponding magnetic field sensor unit.
10. The method of claim 6 , wherein the respective predetermined tuning factor is a factor which is predetermined based on a percentage of locations each of which, if for a respective one of the plurality of the sub-areas, a plurality of additional premeasurement-based norms of the magnetic field is matched with the magnetic field map in a same manner of matching between said each magnetic field norm and the magnetic field map, is estimated as a different one of the plurality of the sub-areas than the respective sub-area.