公开(公告)号：US20210329668A1

公开(公告)日：2021-10-21

申请号：US17301838

申请日：2021-04-15

Applicant: Samsung Electronics Co., Ltd.

Inventor： Jitender SINGH SHEKHAWAT ,  Rishabh AGRAWAL ,  Anshuman NIGAM ,  Konchady Gautam SHENOY ,  Yash JAIN

IPC: H04W72/12 ,  H04W72/04 ,  G06N20/00

Abstract: The present disclosure provides a method for radio-resource scheduling in a telecommunication network. The method comprises selecting at least one objective associated with a radio-resource scheduling from a plurality of objectives; prioritizing at least one flow from a plurality of flows for the selected at least one objective; identifying at least one state parameter from a plurality of state parameters associated with at least one of an active bearers from a plurality of active bearers; inputting at least one of the plurality of state parameters for the at least one of the active bearers to be scheduled during a current transmission time interval (TTI) to a reinforcement machine learning (ML) network, the reinforcement ML network being configured for a reward in accordance with the selected at least one objective; and receiving, from the reinforcement ML network, a radio resource allocation for each of the active bearers for the current TTI.

公开(公告)号：US20200154202A1

公开(公告)日：2020-05-14

申请号：US16604513

申请日：2018-05-25

Applicant: Samsung Electronics Co., Ltd.

Inventor： Senthil RAJA GUNASEELA BOOPATHY ,  Rishabh AGRAWAL ,  Ritesh SINGH

IPC: H04R3/04 ,  G06F17/18 ,  G10L21/0232

Abstract: Provided are an electronic device and method for managing the perceived loudness of an input audio signal. The electronic device includes a communication unit configured to communicate with internal units and external devices and receive an audio source signal; a loudness adjustment unit configured to receive the audio source signal from the communication unit and obtain an input audio source signal from the audio source signal; a noise separator configured to separate noise from the input audio source signal; a voice booster configured to boost an output audio signal received from the loudness adjustment unit; a storage unit storing instructions; and at least one processor configured to communicate with the communication unit, the loudness adjustment unit, the noise separator, the voice booster, and the storage unit and control operations thereof by executing the stored instructions.