A motion analysis system for use in measuring a human risk factor in sports comprising a first wearable peripheral, a first wearable communication hub, a beacon, a data analysis server, and a cloud server, wherein:
- the first wearable peripheral is configured to be worn by a first person;
- the first wearable peripheral comprises:
- a first orientation sensor comprising an accelerometer, a magnetometer, and a gyroscope;
- a first wearable peripheral processor responsive to the first orientation sensor wherein the first wearable peripheral processor is configured for:
- receiving rotation rate information from the gyroscope wherein the gyroscope rotation rate information is responsive to angular rotation rates of the gyroscope in three orthogonal axes;
- mathematically integrating the gyroscope rotation rate information to generate gyroscope orientation information comprising orientation in three orthogonal axes;
- receiving an accelerometer pitch signal and an accelerometer roll signal wherein pitch and roll are rotations about two perpendicular axes orthogonal to a gravitational vector;
- receiving a magnetometer yaw signal responsive to yaw of the magnetometer wherein yaw is a rotation in a plane perpendicular to the gravitational vector;
- and
- generating an actual orientation measurement of the first wearable peripheral in response to the gyroscope orientation information, the accelerometer pitch signal, the accelerometer roll signal;
- and the magnetometer yaw signal;
- generating a predicted orientation signal of the first wearable peripheral in response to an orientation of the first wearable peripheral at a previous time;
- generating a first wearable peripheral residual signal in response to a comparison of the first wearable peripheral actual orientation measurement and the first wearable peripheral predicted orientation signal;
- and
- generating a first wearable peripheral fused orientation measurement in response to the first wearable peripheral residual signal and the first wearable peripheral actual orientation measurement;
- and
- a first wearable peripheral short-range communication module configured for transmitting a wireless signal responsive to the first orientation sensor using a radio frequency technology selected from the group of ANT, Bluetooth, LoRA, Near Field Communication, Neul, Sigfox, and Z-Wave;
- the first wearable communication hub is configured to be worn by the first person;
- the first wearable communication hub comprises a minimum of two wireless communication modules and a sensor comprising:
- a first wearable communication hub short-range communication module configured for receiving the first wearable peripheral short-range communication module wireless signal;
- a first wearable communication hub sensor selected from the group of an acceleration sensor, an altitude sensor, a chemical sensor, an electromagnetic sensor, a gyroscope, a human physiology sensor, a humidity sensor, an impact sensor, a magnetic sensor, a microphone, a position sensor, a pressure sensor, a temperature sensor, and a vibration sensor;
- and
- a first wearable communication hub long-range communication module configured for receiving and transmitting a wireless signal using a radio frequency technology selected from the group of Bluetooth, cellular, LoRA, Neul, satellite, Sigfox, WiFi, Zigbee, and Z-Wave wherein the first wearable communication hub long-range communication module signal is responsive to the first wearable peripheral short-range communication module signal and the first wearable communication hub sensor;
- the beacon comprises:
- a beacon long-range communication module configured for receiving and transmitting information to and from the first wearable communication hub and the data analysis server;
- and
- a first beacon sensor wherein the first beacon sensor comprises a microphone;
- the beacon is configured for stationary placement adjacent to a sports field;
- the data analysis server comprises:
- a data analysis server long-range communication module configured for receiving information from the beacon long-range communication module wherein the beacon long-range communication module information comprises first orientation sensor information, first wearable communication hub sensor information, and first beacon sensor information;
- a data storage module responsive to the beacon long-range communication module information;
- a data analysis module responsive to the beacon long-range communication module information;
- a graphical data presentation module responsive to the data analysis module;
- and
- a data analysis server internet connection configured for communication over the internet;
- and
- the cloud server comprises:
- a cloud server internet connection configured for communication over the internet with the data analysis server;
- and
- a web server wherein the web server is configured for assessing a human risk factor in response to:
- the first wearable peripheral fused orientation measurement;
- and
- the first wearable communication hub sensor.