Device-free subject localization methods and systems using wireless signals
Within several applications the ability to localize an individual within an environment is beneficial. However, existing indoor localization approaches depend upon at least one of two assumptions. First, the subject(s) localization is achieved by localizing a wireless device carried by the subject and second, wireless fingerprints are established for the localization via a site survey being performed before a system can actually localize the subject(s). However, in many application scenarios, neither of the above two assumptions are true, namely that the user is not carrying an active wireless device or that the site has been surveyed. Accordingly, embodiments of the invention provide for subject localization by a dynamic calibration of wireless signals between a receiver and a transmitter, where neither the receiver or transmitter are associated with an electronic device carried or worn by the subject.
1 . A method for localizing a subject comprising:
conditioning received wireless signals with a microprocessor;
dynamically calibrating the conditioned received wireless signals with the microprocessor; and
establishing a location of a subject in dependence upon a localization process employing wireless channel measurements extracted from the calibrated conditioned received wireless signals;
the dynamic calibration comprises:
applying a signal conditioning process to acquired wireless signals from the plurality of wireless nodes which takes wireless channel measurements of the acquired wireless signals as inputs and applies at least one of filtering and normalization to the wireless channel measurements; and
applying an auto-calibration process to the conditioned acquired wireless signals which employs direct-link constraints between the first transmitter and the receiver in conjunction with the conditioned received wireless signals.
2 . The method according to claim 1 , wherein
the received wireless signals are established independent of any wireless transmitter associated with the subject and of any wireless receiver associated with the subject.
3 . The method according to claim 1 , wherein
the dynamic calibration and localization process operate independent of any reference to a wireless fingerprint of the environment within which the receiver and transmitter are operating and localization of the subject is sought.
4 . A method for localizing a subject comprising:
establishing a location of a subject in dependence upon a localization process executed upon a microprocessor which employs wireless channel measurements extracted from wireless signals; wherein
the wireless signals are acquired by the microprocessor from a plurality of wireless nodes exchanging wireless signals forming part of an environment defining a region within which the subject is localized;
the wireless signals from which the wireless channel measurements are extracted are received wireless signals acquired by the plurality of wireless nodes which are processed by:
applying a signal conditioning process to the received wireless signals; and
applying an auto-calibration process to the conditioned received wireless signals;
the localization process employs multipath decompositions for every pair of wireless nodes within the plurality of nodes exchanging wireless signals within the environment; and
the localization process employs the multipath decompositions for every wireless path between a wireless node of each pair of wireless nodes and an other wireless node of that pair of wireless nodes.
5 . The method according to claim 4 , wherein
a portion of the plurality of wireless nodes exchange wireless signals according to a first predetermined wireless standard; and
another portion of the plurality of wireless nodes exchange wireless signals according to a second predetermined wireless standard.
6 . The method according to claim 4 , wherein
a portion of the plurality of wireless nodes exchange wireless signals according to one or more wireless protocols associated with a region of the wireless spectrum which is at least one of a licensed and regulated for the environment;
another portion of the plurality of wireless nodes exchange wireless signals according to one or more other wireless protocols associated with another region of the wireless spectrum which is unlicensed for the environment.
7 . The method according to claim 4 , wherein
the acquired wireless signals are established independent of any wireless transmitter associated with the subject and of any wireless receiver associated with the subject.
8 . The method according to claim 4 , wherein
the subject is not directly associated with any device comprising at least one of a wireless transmitter originally transmitting the acquired wireless signals and a wireless receiver generating the acquired wireless signals.
9 . A method for localizing a subject comprising:
conditioning received wireless signals with a microprocessor;
dynamically calibrating the conditioned received wireless signals with the microprocessor; and
establishing a location of a subject in dependence upon a localization process employing wireless channel measurements extracted from the calibrated conditioned received wireless signals; wherein
the dynamic calibration comprises an auto-calibration process;
the auto-calibration process employs a set of direct-link constraints and a set of offset settings where each offset setting of the set of offset settings comprises a vector of offsets to generate a series of violation scores for the channel measurements acquired by a receiver of a wireless node of the plurality of wireless nodes and employs the offset setting of the set of offset settings with the lowest violation score to estimate an angle of arrive of the wireless signals acquired;
each direct-link constraint of the set of direct link constraints is a physical constraint of a direct wireless link between a transmitter of a wireless node of the plurality of wireless nodes and a receiver of another wireless node of the plurality of wireless nodes; and
each element in the vector of offsets within an offset setting represents a phase offset of an antenna of a plurality of antennas forming part of a receiver of a wireless node of the plurality of wireless nodes.
10 . A method for localizing a subject comprising:
conditioning received wireless signals with a microprocessor;
dynamically calibrating the conditioned received wireless signals with the microprocessor; and
establishing a location of a subject in dependence upon a localization process employing wireless channel measurements extracted from the calibrated conditioned received wireless signals; wherein
the dynamic calibration comprises:
applying a signal conditioning process to acquired wireless signals from the plurality of wireless nodes which takes wireless channel measurements of the acquired wireless signals as inputs and applies at least one of filtering and normalization to the wireless channel measurements; and
applying an auto-calibration process to the conditioned acquired wireless signals which employs direct-link constraints between the first transmitter and the receiver in conjunction with the conditioned received wireless signals,
the auto-calibration process employs a set of direct-link constraints and a set of offset settings where each offset setting of the set of offset settings comprises a vector of offsets to generate a series of violation scores for the channel measurements acquired by a receiver of a wireless node of the plurality of wireless nodes and employs the offset setting of the set of offset settings with the lowest violation score to estimate an angle of arrive of the wireless signals acquired;
each direct-link constraint of the set of direct link constraints is a physical constraint of a direct wireless link between a transmitter of a wireless node of the plurality of wireless nodes and a receiver of another wireless node of the plurality of wireless nodes; and
each element in the vector of offsets within an offset setting represents a phase offset of an antenna of a plurality of antennas forming part of a receiver of a wireless node of the plurality of wireless nodes.