Systems and methods for providing a real-time representation of positional information of subjects

A method to track and provide positional information for display on a remote device, the method comprising:

• receiving, on a first recurring basis, time-stamped position information of one or more participants comprising one or both of a first set of participants and a second set of participants in a competition, wherein:
• the time-stamped position information is captured by a telemetry tracking system during the competition and describes a time-stamped position of each of one or more corresponding participants during the competition in a predetermined spatial region;
• and
• the first recurring basis is based on a refresh rate of the telemetry tracking system;
• parsing time-stamped position information and to applying a machine learning process to analyze the time-stamped position information and a context of the competition to obtain situational information pertaining to the competition and statistics pertaining to the competition, wherein:
• the parsing the time-stamped position information and the applying the applying a machine learning process to analyze the time-stamped position information is performed contemporaneous with the competition;
• and a subset of the situational information pertaining to the competition or the statistics pertaining to the competition is stored in a cache that is used to provide a response to real-time queries of outcomes with respect to the competition, and another subset of the situational information pertaining to the competition or the statistics pertaining to the competition is stored in a database;
• determining a size or content of a subset of time-stamped position information that is to be communicated to the remote device on a second recurring basis;
• and
• communicating the size or content of the subset of time-stamped position information to the remote device on the second recurring basis, wherein:
• the second recurring basis is based at least in part on a start and/or end of an epic and the subset of time-stamped information communicated on the second recurring basis is a temporally discrete segment of competition;
• the size or content of the subset of time-stamped position information that is communicated on the second recurring basis is determined such that the remote device renders produces and displays an associated compiled virtual scene within a threshold time;
• and
• the remote device is configured to:
• use the content of the subset of the time-stamped position information to overlay a representation of the one or more participants onto a first virtual reproduction of at least a relevant portion of the predetermined spatial region to produce and display an instance of the associated compiled virtual scene that shows a respective position of each of the one or more corresponding participants on the first virtual reproduction of the predetermined spatial region;
• and
• render a user interface including at least one affordance adjacent to the overlay including a plurality of competition aspects on which a wager is placed and associated points based on wager outcome from the subset of the situation information in response to a request from a user of the remote device, wherein:
• the at least one affordance accepts at least one wager from the user associated with (i) content of the first virtual reproduction and (ii) a time period between the start and the end of the epic;
• and the associated points are determined based at least in part on a probability of an outcome associated with a corresponding competition aspect of the plurality of competition aspects.

A computer program product embodied in a non-transitory computer readable storage medium and comprising computer instructions for:

• receiving, on a first recurring basis, time-stamped position information of one or more participants comprising one or both of a first set of participants and a second set of participants in a competition, wherein:
• the time-stamped position information is captured by a telemetry tracking system during the competition and describes a time-stamped position of each of one or more corresponding participants during the competition in a predetermined spatial region;
• and
• the first recurring basis is based on a refresh rate of the telemetry tracking system;
• and
• parsing time-stamped position information and to applying a machine learning process to analyze the time-stamped position information and a context of the competition to obtain situational information pertaining to the competition and statistics pertaining to the competition, wherein:
• the parsing the time-stamped position information and the applying the applying a machine learning process to analyze the time-stamped position information is performed contemporaneous with the competition;
• and a subset of the situational information pertaining to the competition or the statistics pertaining to the competition is stored in a cache that is used to provide a response to real-time queries of outcomes with respect to the competition, and another subset of the situational information pertaining to the competition or the statistics pertaining to the competition is stored in a database;
• determining a size or content of a subset of time-stamped position information that is to be communicated to a remote device on a second recurring basis;
• and
• communicating the size or content of the subset of time-stamped position information to the remote device on the second recurring basis, wherein
• the second recurring basis is based at least in part on a start and/or end of an epic and the subset of time-stamped information communicated on the second recurring basis is a temporally discrete segment of competition;
• and
• the size or content of the subset of time-stamped position information that is communicated on the second recurring basis is determined such that the remote device renders produces and displays an associated compiled virtual scene within a threshold time;
• and
• the remote device is configured to:
• use the content of the subset of the time-stamped position information to overlay a representation of the one or more participants onto a first virtual reproduction of at least a relevant portion of the predetermined spatial region to produce and display an instance of the associated compiled virtual scene that shows a respective position of each of the one or more corresponding participants on the first virtual reproduction of the predetermined spatial region;
• and
• render a user interface including at least one affordance adjacent to the overlay, including a plurality of competition aspects on which a wager is placed and associated points based on wager outcome from the subset of the situation information in response to a request from a user of the remote device wherein:
• the at least one affordance accepts at least one wager from the user associated with (i) content of the first virtual reproduction and (ii) a time period between the start and the end of the epic;
• and
• the associated points are determined based at least in part on a probability of an outcome associated with a corresponding competition aspect of the plurality of competition aspects.