Company Filing History:
Years Active: 2016
Title: The Innovations of William James Robinson
Introduction
William James Robinson is an accomplished inventor based in Waipahu, Hawaii. He has made significant contributions to the field of activity classification through his innovative patent. His work focuses on utilizing accelerometer data to classify human activities efficiently.
Latest Patents
William James Robinson holds a patent for "Efficient activity classification from motion inputs." This invention involves a device worn by a human that employs accelerometer data to classify various activities. The method is designed to use memory and computation efficiently. It divides a stream of samples into a sequence of sampling periods, calculating the standard deviation of acceleration values for each axis during these periods. The device maintains a running sum of each axis' values and sorts them into a histogram based on their deviation from the mean. By comparing these histograms with those associated with specific activities, the device can produce classification outputs. Additionally, classification outputs from multiple sampling periods can be utilized for voting, ensuring accurate activity classification.
Career Highlights
William James Robinson has made notable strides in his career, particularly through his work at Archinoetics LLC. His innovative approach to activity classification has positioned him as a key figure in the development of wearable technology. His patent reflects his commitment to enhancing the efficiency of human activity recognition.
Collaborations
William collaborates with talented individuals such as J Hunter Downs and Nathan Ronald Kowahl. Their combined expertise contributes to the advancement of technology in their field.
Conclusion
William James Robinson's contributions to the field of activity classification demonstrate his innovative spirit and dedication to improving technology. His patent showcases the potential of accelerometer data in classifying human activities effectively.