Estimating the location of a wireless terminal based on signal path impairment
A technique for estimating the location of a wireless terminal at an unknown location in a geographic region is disclosed. The technique is based on the recognition that there are traits of electromagnetic signals that are dependent on topography, the receiver, the location of the transmitter, and other factors. For example, if a particular radio station is known to be received strongly at a first location and weakly at a second location, and a given wireless terminal at an unknown location is receiving the radio station weakly, it is more likely that the wireless terminal is at the second location than at the first location.
1. A method comprising:
(1) receiving, at a location server:
(i) a first measured error rate for a first signal that is received by a wireless terminal, and
(ii) a second measured error rate for a second signal that is received by the wireless terminal; and
(2) estimating, at the location server, a first location of the wireless terminal based on the first measured error rate and the second measured error rate;
wherein the first measured error rate and the second measured error rate are measured at the wireless terminal; and
wherein (2) the estimating the first location of the wireless terminal comprises:
(2.1) comparing the first measured error rate to:
(2.1.i) a first expected error rate for the first signal when the wireless terminal is at a second location, and
(2.1.ii) a second expected error rate for the first signal when the wireless terminal is at a third location; and
(2.2) comparing the second measured error rate to:
(2.2.i) a first expected error rate for the second signal when the wireless terminal is at the second location, and
(2.2.ii) a second expected error rate for the second signal when the wireless terminal is at the third location.
2. A method comprising:
(1) receiving, at a location server:
(1.i) a first measured error rate for a signal that is received by a wireless terminal, wherein the first measured error rate is measured at a first time T 1 , and
(1.ii) a second measured error rate for the signal that is received by the wireless terminal, wherein the second measured error rate is measured at a second time T 2 , and
wherein the first time does not equal the second time; and
(2) estimating a first location of the wireless terminal at the second time T 2 based on:
(2.i) the first measured error rate,
(2.ii) the second measured error rate, and
(2.iii) an estimate of the probability that the wireless terminal at a second location at the first time T 1 will still be at the second location at the second time T 2 ;
wherein the first measured error rate and the second measured error rate are measured at the wireless terminal.
3. A location server comprising:
a transceiver for receiving:
(i) a first measured error rate for a first signal that is received by a wireless terminal, and
(ii) a second measured error rate for a second signal that is received by the wireless terminal;
a memory, which is non-volatile, for storing application software; and
a processor for executing the application software to estimate a first location of the wireless terminal based on the first measured error rate and the second measured error rate;
wherein the first measured error rate and the second measured error rate are measured at the wireless terminal; and
wherein to estimate the first location of the wireless terminal, the processor is further for:
(A) comparing the first measured error rate to:
(A.i) a first expected error rate for the first signal when the wireless terminal is at a second location, and
(A.ii) a second expected error rate for the first signal when the wireless terminal is at a third location; and
(B) comparing the second measured error rate to:
(B.i) a first expected error rate for the second signal when the wireless terminal is at the second location, and
(B.ii) a second expected error rate for the second signal when the wireless terminal is at the third location.
4. A location server comprising:
a transceiver for receiving:
(1.i) a first measured error rate for a signal that is received by a wireless terminal, wherein the first measured error rate is measured at a first time T 1 , and
(1.ii) a second measured error rate for the signal that is received by the wireless terminal, wherein the second measured error rate is measured at a second time T 2 , and
wherein the first time does not equal the second time T 2 ;
a memory, which is non-volatile, for storing application software; and
a processor for executing the application software to estimate a first location of the wireless terminal at the second time T 2 based on:
(2.i) the first measured error rate,
(2.ii) the second measured error rate, and
(2.iii) an estimate of the probability that the wireless terminal at a second location at the first time T 1 will still be at the second location at the second time T 2 ;
wherein the first measured error rate and the second measured error rate are measured at the wireless terminal.