General Dynamics Mission Systems, Inc.

Accelerated Media Technologies, Inc.

Scott David Blanchard

David Kunil Lee

Andrew Lillie

William Anthony Slattery

Ciro Aloisio Noronha

Thomas P Jennings

Dudley C Freeman

Steven Paul DeFala

Nickolas Dodd

The evolutionary feature selection algorithm is combined with model evaluation during training to learn feature subsets that maximize speech/non-speech distribution distances. The technique enables ensembling of low-cost models over similar features subspaces increases classification accuracy and has similar computational complexity in practice. Prior to training the models, feature analysis is conducted via an evolutionary feature selection algorithm which measures fitness for each feature subset in the population by its k-fold cross validation score. PCA and LDA based eigen-features are computed for each subset and fitted with a Gaussian Mixture Model from which combinations of feature subsets with Maximum Mean Discrepancy scores are obtained. During inference, the resulting features are extracted from the input signal and given as input to the trained neural networks.

Signal processor employing neural network trained using evolutionary feature selection

A method is provided for use in a cooperative broadcast multi-hop network that employs broadcast flood routing and multi-hop transmission using a direct-sequence spread-spectrum (DSSS) waveform. DSSS signals are received from other nodes on different channels. ASSW is performed to detect and remove interference signals received on the different channels. MDFT analysis banks each receive a beam in the spectral domain that can be channelized to generate a channelized beam that comprises multiple spectral channels. An adaptive interference mitigation space-frequency whitener module can then be applied to remove interference and generate interference-mitigated spatial-spectral domain channels. MDFT synthesis banks can each perform a MDFT synthesis operation on one of the spatial-spectral domain channels. A multi-user RAKE receiver can then combine the interference mitigated time-domain channelized signals to generate a subset (1 . . . F) of fingers that combine components of transmissions directly received from the other nodes and multipath components of those transmissions.

Node having an adaptive space-spectrum whitener and multi-user rake receiver for use in a cooperative broadcast multi-hop network that employs broadcast flood routing and multi-hop transmission with cooperative beamforming and adaptive space-spectrum whitening

A method and system of communicating between a plurality of nodes are provided. The plurality of nodes are part of a cooperative broadcast multi-hop network that employs broadcast flood routing and multi-hop transmission using a direct-sequence spread-spectrum (DSSS) waveform.

Method and system of communicating between a plurality of nodes that are part of a cooperative broadcast multi-hop network that employs broadcast flood routing and multi-hop transmission using a direct-sequence spread-spectrum (DSSS) waveform

A node is provided that is configured to communicate in a cooperative broadcast multi-hop network that employs broadcast flood routing and multi-hop transmission using a direct-sequence spread-spectrum (DSSS) waveform. The node includes an antenna and a waveform module having a receiver processing chain. The antenna can receive a plurality of DSSS signals from other nodes on a particular channel, and output a channel that includes the plurality of DSSS signals. The plurality of DSSS signals include transmissions that are directly received from other nodes and multi-path components of those transmissions. The receiver processing chain can include a multi-user RAKE receiver that can combine, when performing demodulation processing, a plurality of transmissions directly received from the other nodes and multipath components of transmissions received from the other nodes. In some implementations, the node can perform cooperative beamforming and adaptive space-spectrum whitening.

Node having a multi-user rake receiver for use in a cooperative broadcast multi-hop network that employs broadcast flood routing and multi-hop transmission with cooperative beamforming

A receiver is provided that includes a multi-user RAKE receiver that can receive a plurality of transmissions directly received from a plurality of nodes of a cooperative broadcast multi-hop network and multipath components of those transmissions, a combiner module and a data despreader module. The multi-user RAKE receiver includes correlator blocks for each node and a finger selection module. Each correlator block generates one or more candidate fingers for that particular node. The finger selection module can select a subset of the candidate fingers having sufficient correlation for further processing. The combiner module can combine aligned symbols for the subset of candidate fingers to generate and combine soft decisions across each of a plurality of channels into a joint soft decision. The data despreader module can despread chips of information from each of the plurality of channels to generate demodulated data symbols that are converted into data soft-decision bits.

Receiver for use in a cooperative broadcast multi-hop network

A node is provided for a cooperative broadcast multi-hop network that employs broadcast flood routing and multi-hop transmission. The node includes antennas and a waveform module having a receiver processing chain that can include an adaptive space-spectrum whitener (ASSW) module and a multi-user RAKE (mRAKE) receiver. Each antenna can receive output a channel that includes direct-sequence spread-spectrum signals received from other nodes and multi-path components of those transmissions. The ASSW module can perform adaptive space-spectrum whitening to detect and remove interference signals received from each of the channels by performing a covariance analysis to generate channelized signals. The ASSW module can include modified Discrete Fourier Transform (MDFT) analysis and synthesis modules that generate an interference mitigated time-domain channelized signals. The mRAKE receiver, when performing demodulation processing, can combine the interference mitigated time-domain channelized signals to generate fingers that combine components of transmissions received from the other nodes.

Node having an adaptive space-spectrum whiteniner and multi-user rake receiver for use in a cooperative broadcast multi-hop network that employs broadcast flood routing and multi-hop transmission with cooperative beamforming and adaptive space-spectrum whitening

A cooperative broadcast multi-hop network that employs broadcast flood routing and multi-hop transmission using a direct-sequence spread-spectrum (DSSS) waveform with cooperative beamforming and adaptive space-spectrum whitening are provided.

Cooperative broadcast multi-hop network that employs broadcast flood routing and multi-hop transmission using a direct-sequence spread-spectrum (DSSS) waveform with cooperative beamforming and adaptive space-spectrum whitening

A system comprising: a plurality of network modems configured to communicate wirelessly with a base station; and a plurality of subsystems corresponding respectively to the plurality of network modems, each subsystem in the plurality of subsystems being configured to provide data packets to the corresponding network modem to be transmitted wirelessly to the base station, the subsystem comprising at least one video encoder configured to receive at least one input video signal and provide at least some of the data packets based on the at least one input video signal; and at least one controller configured to assign respective bit rates to at least some subsystems in the plurality of subsystems.

Systems and methods for electronic news gathering

Systems and methods for assigning bit rate

A system comprising at least one network modem configured to communicate wirelessly with at least one base station, and a subsystem configured to provide data packets to the at least one network modem to be transmitted wirelessly to the at least one base station, wherein: the at least one network modem is configured to communicate with the at least one base station using a radio frame comprising a series of subframes which divide the radio frame in time; the at least one network modem is configured to use one or more first subframes in the series of subframes for a downlink from the at least one base station; and the at least one network modem is configured to use one or more second subframes in the series of subframes for an uplink to the at least one base station.

A system comprising: at least one network modem configured to communicate wirelessly with at least one base station; and a subsystem configured to provide data packets to the at least one network modem to be transmitted wirelessly to the at least one base station, the subsystem comprising at least one video encoder configured to receive at least one input video signal and provide at least some of the data packets based on the at least one input video signal, wherein: the at least one network modem is further configured to provide network condition information to the subsystem; and the subsystem is further configured to adjust at least one operating parameter of the at least one video encoder based at least in part on the network condition information received from the at least one network modem.

A system comprising: at least one network modem configured to communicate wirelessly with at least one base station; and a subsystem configured to provide data packets to the at least one network modem to be transmitted wirelessly to the at least one base station, the subsystem comprising at least one video encoder configured to receive at least one input video signal and provide at least some of the data packets based on the at least one input video signal, wherein the at least one network modem is further configured to: engage in an authentication protocol with the subsystem; and process the data packets received from the subsystem based at least in part on whether the subsystem successfully completes the authentication protocol.

Growing community of inventors

Strawberry, AZ, United States of America

Scott David Blanchard