Ford Global Technolgoies, LLC

Jean De Dieu Mutangana

Mohsen Bahrami

Hamed Asadi

James Wilhelm Heaton

Nicholas Alexander Scheufler

Sathyanarayana Chary Palakonda

Venkata Maruthe Ravikumara Sharma Chengalvala

Self-optimization of an ultra-wideband (UWB) network is performed. A configuration of UWB anchors of a vehicle is identified. A state vector is constructed based on the identified configuration, the state vector including values for status and ranging quality indicators for each of the UWB anchors. A next state is predicted based on the state vector using reinforcement learning to optimize UWB coverage, wherein a conditional probability of the next state depends only on the state vector. Unified configuration interface (UCI) commands are sent to the UWB anchors to reconfigure the UWB anchors based on the predicted next state.

Self-optimizing on-vehicle network

A method for controlling one or more operational characteristics of a plurality of wireless access points of a manufacturing environment includes generating a plurality of state vectors based on network data associated with the plurality of wireless access points and identifying a set of actions from among a plurality of actions and associated with the plurality of state vectors. The method includes determining a reward for each action from among the set of actions, selecting a target action from among the set of actions based on the reward associated with each action from among the set of actions, and selectively adjusting the one or more operational characteristics of the plurality of wireless access points based on the target action.

Controlling operational characteristics of a plurality of wireless access points of a manufacturing environment

Secure wireless data prefetching and delivery is provided. A first demand is received from a first requesting device, requesting a first data file from the central agent, the first requesting device storing first cache data including a key and a first portion of the first data file. A second demand is received from a second requesting device, requesting a second data file from the central agent, the second requesting device storing second cache data including the key and a second portion of the second data file. A function is generated configured to allow the first requesting device to generate the first data file from the first portion and to allow the second requesting device to generate the second data file from the second portion. The function is broadcast to the first and second devices, responsive to the first and second demands.

Secure wireless data prefetching and delivery

Autonomous management of wireless connectivity of priority response vehicles is provided. It is received, from a communications network including a plurality of access points, the access points configured to provide communications services to priority vehicles and non-priority vehicles, locations of the priority vehicles over the communications network. A SON server is utilized, in communication with the plurality of access points, to optimize wireless connectivity for the priority vehicles. It is received, by an enhanced vehicle management system (EVMS) server, in communication with the SON server, network quality information from the SON server. The priority vehicles are routed based on the network quality information.

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Detroit, MI, United States of America

Jean De Dieu Mutangana