Telefonaktiebolaget Lm Ericsson (publ)

Amin Azari

Abdulrahman Alabbasi

Mohammadreza Malek-Mohammadi

Aurelian Bria

Marina Petrova

Cicek Cavdar

Hossein Shokri Ghadikolaei

Milad Ganjalizadeh

This document presents one or more advantageous approaches for Reinforcement Learning (RL) powered management of one or more transmission parameters, such as transmit power and diversity, for maximizing the application-layer reliability and availability of a Cyber-Physical System (CPS) with a minimized level of radio/power resource consumption. Example mathematical models are also disclosed and are useful for transforming high-level 'intents' (e.g., KPIs that are applicable to industrial automation and control systems) into low-level orchestration objectives that drive the RL-based control. These objectives are subsequently employed in the definition of an RL-powered “orchestrator,” which may comprise an appropriately configured network node or other computing platform associated with the wireless communication network used to provide inter-device communications for a CPS comprising a population of devices. Further, the disclosure details example communication—e.g., observations and corresponding control signaling—between the orchestrator and the environment being managed.

Methods and apparatus for controlling one or more transmission parameters used by a wireless communication network for a population of devices comprising a cyber-physical system

A method performed by a first network entity () for authenticating an event in a communications network () is provided. The first network entity () is configured to receive an event signal. The first network entity () is also configured to authenticate the event if the received event signal correlates with an 5 output signal of a closed-loop shift register in the first network entity (). Furthermore, the first network entity () is configured to trigger a change in the closed-loop shift register in order to obtain a subsequent output signal from the closed-loop shift register. A first network entity () for authenticating an event is also provided. Further, a wake-up receiver circuit () comprising the first network entity 10 () is provided, as well as, a wireless device () comprising the wake-up receiver circuit (). Furthermore, a second network entity () and a method therein for authenticating an event in at least one first network entity () in a communications network () are also provided. Also, a radio base station comprising the second network entity () is provided, as well as, 15 computer programs and communications networks.

Network entities, methods, apparatuses and communications networks for authenticating an event

A system and method for providing communication rules based on a status associated with a battery of a device such as a user equipment. In one embodiment, an apparatus (), and related method (), operative to communicate with a user equipment () in a communication system () is configured to receive a status including a remaining charge associated with a battery () of the user equipment (). The apparatus () is also configured to provide communication rules for the user equipment () to manage a utilization of the battery () based on the status of the battery ().

System and method for providing communication rules based on a status associated with a battery of a device

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Järfälla, Sweden

Amin Azari