Artificial neural networks in wireless communication systems

    公开(公告)号:US12206535B1

    公开(公告)日:2025-01-21

    申请号:US18121397

    申请日:2023-03-14

    Applicant: Tybalt, LLC

    Inventor: Steve Shattil

    Abstract: Systems, methods, and apparatuses for efficiently transmitting wireless communication signals are provided. An artificial neural network (ANN) is configured to take in an input data symbol sequence and generate a corresponding discrete-time Orthogonal Frequency Division Multiplexing (OFDM) sequence therefrom. The ANN combines multiple baseband signal-processing operations, one of which includes OFDM modulation. Training data tunes the ANN to provide the discrete-time OFDM signal with at least one of a low multiple input multiple output (MIMO) condition number, a predetermined number of eigenvalues above a threshold value, low peak-to-average-power ratio (PAPR), a low bit error probability, or a high bandwidth efficiency.

    Orthogonal multiple access and non-orthogonal multiple access

    公开(公告)号:US11917604B2

    公开(公告)日:2024-02-27

    申请号:US17751654

    申请日:2022-05-23

    Applicant: Tybalt, LLC

    Inventor: Steve Shattil

    CPC classification number: H04W72/0466 H04L27/2602

    Abstract: A transmitter in a wireless communication network includes a bits-to-symbol mapper that produces a plurality of data symbols; and a waveform modulator that receives a first discrete-time waveform and at least a second discrete-time waveform that comprises a cyclic shift of the first discrete-time waveform; modulates a first one of the plurality of data symbols onto the first discrete-time waveform and modulates a second one of the plurality of second data symbol onto the second discrete-time waveform, to produce a plurality of modulated discrete-time waveforms; and sums the plurality of modulated discrete-time waveforms to produce a modulated discrete-time signal to be transmitted in the network. The first discrete-time waveform and at least the second discrete-time waveform are multicarrier signals.

    Content Delivery in Wireless Wide Area Networks

    公开(公告)号:US20220272149A1

    公开(公告)日:2022-08-25

    申请号:US17740738

    申请日:2022-05-10

    Applicant: Tybalt, LLC

    Inventor: Steve J Shattil

    Abstract: A base station or content delivery server in a wireless network is configured to receive wireless network topology information from each of a plurality of wireless user devices. The wireless network topology information indicates which wireless user devices are within radio communication range of each other. The base station or content delivery server is configured to respond to a request for content from a first wireless user device by using the wireless network topology information for selecting a second wireless user device that has the content and is within radio communication range of the first wireless user device. The base station or content delivery server can be configured to forward the request to the second wireless user device, send a resource identifier to the first wireless user device that identifies the second wireless user device, and/or transmit a radio resource allocation to the first wireless user device to create a peer-to-peer link with the second wireless user device.

    Orthogonal Multiple Access and Non-Orthogonal Multiple Access

    公开(公告)号:US20220295492A1

    公开(公告)日:2022-09-15

    申请号:US17751654

    申请日:2022-05-23

    Applicant: Tybalt, LLC

    Inventor: Steve Shattil

    Abstract: A transmitter in a wireless communication network includes a bits-to-symbol mapper that produces a plurality of data symbols; and a waveform modulator that receives a first discrete-time waveform and at least a second discrete-time waveform that comprises a cyclic shift of the first discrete-time waveform; modulates a first one of the plurality of data symbols onto the first discrete-time waveform and modulates a second one of the plurality of second data symbol onto the second discrete-time waveform, to produce a plurality of modulated discrete-time waveforms; and sums the plurality of modulated discrete-time waveforms to produce a modulated discrete-time signal to be transmitted in the network. The first discrete-time waveform and at least the second discrete-time waveform are multicarrier signals.

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