Signal source mobility status classification
A signal source mobility status method includes: obtaining, at an apparatus, at least one identifier that is associated with one or more devices including a signal source that is configured to transmit wireless signals and whose mobility status is unknown to the apparatus; and determining, at the apparatus based on the at least one identifier, whether an expected mobility status of the signal source is mobile or stationary.
1 . An apparatus comprising:
an interface comprising a receiver, or a transmitter, or a combination thereof;
a memory; and
a processor communicatively coupled to the memory and the interface and configured to:
obtain at least one identifier that is associated with one or more devices including a signal source that is configured to transmit wireless signals and whose mobility status is unknown to the apparatus, wherein the at least one identifier is a network identifier or a device identifier;
determine, based on the at least one identifier, whether an expected mobility status of the signal source is mobile or stationary;
determine whether a first position estimate determined using one or more signal sources expected to have respective mobility status of mobile differs by more than a threshold amount from a second position estimate determined without using at least one of the one or more signal sources expected to have respective mobility status of mobile; and
indicate that a confidence is low in the first position estimate based on the first position estimate differing by more than the threshold amount from the second position estimate.
2 . The apparatus of claim 1 , wherein to determine whether the expected mobility status of the signal source is mobile or stationary the processor is configured to use the network identifier in a model relating network identifiers to corresponding expected mobility status.
3 . The apparatus of claim 1 , wherein to determine whether the expected mobility status of the signal source is mobile or stationary the processor is configured to use the device identifier in a first model relating device identifiers to corresponding expected mobility status.
4 . The apparatus of claim 3 , wherein to determine whether the expected mobility status of the signal source is mobile or stationary the processor is further configured to use the network identifier in a second model relating network identifiers to corresponding expected mobility status.
5 . The apparatus of claim 1 , wherein the processor is further configured to:
collect one or more observations regarding the mobility status of the signal source; and
update, based on the one or more observations regarding the mobility status of the signal source, one or more models relating values of at least one identifier type to the expected mobility status of the signal source.
6 . The apparatus of claim 1 , wherein the processor is further configured to:
collect one or more observations indicative of an actual mobility status of the signal source being that the signal source is mobile; and
provide an indication not to use the signal source to determine a position of a mobile device based on the one or more observations being indicative of the actual mobility status of the signal source being that the signal source is mobile.
7 . The apparatus of claim 1 , wherein the processor is further configured to avoid updating, based on the first position estimate, a model relating the at least one identifier to expected mobility status based on the first position estimate being of low confidence.
8 . An apparatus comprising:
means for obtaining at least one identifier that is associated with one or more devices including a signal source that is configured to transmit wireless signals and whose mobility status is unknown to the apparatus, wherein the at least one identifier is a network identifier or a device identifier;
means for determining, based on the at least one identifier, whether an expected mobility status of the signal source is mobile or stationary;
means for determining whether a first position estimate determined using one or more signal sources expected to have respective mobility status of mobile differs by more than a threshold amount from a second position estimate determined without using at least one of the one or more signal sources expected to have respective mobility status of mobile; and
means for indicating that a confidence is low in the first position estimate based on the first position estimate differing by more than the threshold amount from the second position estimate.
9 . The apparatus of claim 8 , wherein the means for determining whether the expected mobility status of the signal source is mobile or stationary comprise means for using the network identifier in a model relating network identifiers to corresponding expected mobility status.
10 . The apparatus of claim 8 , wherein the means for determining whether the expected mobility status of the signal source is mobile or stationary comprise means for using the device identifier in a first model relating device identifiers to corresponding expected mobility status.
11 . The apparatus of claim 10 , wherein the means for determining whether the expected mobility status of the signal source is mobile or stationary comprise means for using the network identifier in a second model relating network identifiers to corresponding expected mobility status.
12 . The apparatus of claim 8 , further comprising:
means for collecting one or more observations regarding the mobility status of the signal source; and
means for updating, based on the one or more observations regarding the mobility status of the signal source, one or more models relating values of at least one identifier type to the expected mobility status of the signal source.
13 . The apparatus of claim 8 , further comprising:
means for collecting one or more observations indicative of an actual mobility status of the signal source being that the signal source is mobile; and
means for providing an indication not to use the signal source to determine a position of a mobile device based on the one or more observations being indicative of the actual mobility status of the signal source being that the signal source is mobile.
14 . The apparatus of claim 8 , further comprising:
means for determining whether a first position estimate determined using one or more signal sources expected to have respective mobility status of mobile differs by more than a threshold amount from a second position estimate determined without using at least one of the one or more signal sources expected to have respective mobility status of mobile; and
means for indicating that a confidence is low in the first position estimate based on the first position estimate differing by more than the threshold amount from the second position estimate.
15 . The apparatus of claim 14 , further comprising means for avoiding updating, based on the first position estimate, a model relating the at least one identifier to expected mobility status based on the first position estimate being of low confidence.
16 . A non-transitory, processor-readable storage medium comprising processor-readable instructions to cause a processor to:
obtain at least one identifier that is associated with one or more devices including a signal source that is configured to transmit wireless signals and whose mobility status is unknown to the apparatus, wherein the at least one identifier is a network identifier or a device identifier;
determine, based on the at least one identifier, whether an expected mobility status of the signal source is mobile or stationary;
determine whether a first position estimate determined using one or more signal sources expected to have respective mobility status of mobile differs by more than a threshold amount from a second position estimate determined without using at least one of the one or more signal sources expected to have respective mobility status of mobile; and
indicate that a confidence is low in the first position estimate based on the first position estimate differing by more than the threshold amount from the second position estimate.
17 . The non-transitory, processor-readable storage medium of claim 16 , wherein the processor-readable instructions to cause the processor to determine whether the expected mobility status of the signal source is mobile or stationary comprise processor-readable instructions to cause the processor to use the network identifier in a model relating network identifiers to corresponding expected mobility status.
18 . The non-transitory, processor-readable storage medium of claim 16 , wherein the processor-readable instructions to cause the processor to determine whether the expected mobility status of the signal source is mobile or stationary comprise processor-readable instructions to cause the processor to use the device identifier in a first model relating device identifiers to corresponding expected mobility status.
19 . The non-transitory, processor-readable storage medium of claim 18 , wherein the processor-readable instructions to cause the processor to determine whether the expected mobility status of the signal source is mobile or stationary comprise use the network identifier in a second model relating network identifiers to corresponding expected mobility status.
20 . The non-transitory, processor-readable storage medium of claim 16 , further comprising processor-readable instructions to cause the processor to:
collect one or more observations regarding the mobility status of the signal source; and
update, based on the one or more observations regarding the mobility status of the signal source, one or more models relating values of at least one identifier type to the expected mobility status of the signal source.
21 . The non-transitory, processor-readable storage medium of claim 16 , further comprising processor-readable instructions to cause the processor to:
collect one or more observations indicative of an actual mobility status of the signal source being that the signal source is mobile; and
provide an indication not to use the signal source to determine a position of a mobile device based on the one or more observations being indicative of the actual mobility status of the signal source being that the signal source is mobile.