ALEXANDRIA, Va., March 17 -- United States Patent no. 12,581,269, issued on March 17, was assigned to NoCell Technologies LLC (Aliso Viejo, Calif.).

"Systems and methods for evaluating motion event types using machine learning" was invented by Donald McKeefery (Advance, N.C.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A computerized method for identifying a type of a motion event of a network device is disclosed that includes operations of establishing a position baseline of the network device, wherein establishing the position baseline of the network device includes recording a value for each of an X-, Y- and Z-axis detected by a gyroscope of the network device and detecting the motion event of the netwo...