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1.发明申请公开(公告)号：US20230074968A1
公开(公告)日：2023-03-09
申请号：US17404160
申请日：2021-08-17
Applicant: Northrop Grumman Systems Corporation
Inventor： Benjamin C. Gookin , Nathanael M. Harmon , Justin Kopacz , Michael Herndon
Abstract: Classification of signals using machine learning and related systems, methods and computer-readable media are disclosed. A signal classification system includes a sentence embedding model network, a convolutional generator network, and a classifier network. The sentence embedding model network is trained to convert a body of sentences correlated to different signal modulation schemes into a latent space. The convolutional generator network is configured to project samples of a measured signal into the latent space. The classifier network is configured to classify the measured signal from the latent space responsive to a projection of the samples of the measured signal into the latent space. A method includes training a sentence embedding model network to convert descriptive sentences to a latent space, the descriptive sentences correlated to different signal modulation schemes. The method also includes training a convolutional generator network to project samples of a measured signal into the latent space.
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Patent Agency Ranking
公开(公告)号：US20210234283A1
公开(公告)日：2021-07-29
申请号：US16774907
申请日：2020-01-28
Applicant: Northrop Grumman Systems Corporation
Inventor： Edward V. Koretzky , Michael Herndon , Jackson Ng
Abstract: A dipole antenna comprises N dipole elements spaced along a dimension of the antenna, each dipole element including a pair of electrically conductive structures and 2N electronic networks each coupled to a corresponding electrically conductive structure of an associated dipole element to form N pairs of electronic networks wherein each electronic network includes a port. The electrically conductive structures are electrically isolated from one another.
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公开(公告)号：US20240421776A1
公开(公告)日：2024-12-19
申请号：US18819096
申请日：2024-08-29
Applicant: Northrop Grumman Systems Corporation
Inventor： Manouchehr Ghanevati , Mansoor K. Siddiqui , David J. Miller , Michael Herndon
Abstract: An RF amplifier utilizes first and second main amplifiers in a balanced amplifier configuration with first and second auxiliary amplifiers connected in parallel across the first and second main amplifiers, respectively. The main and the auxiliary amplifiers are biased such that the third-order nonlinearity components in the combined output current are reduced. A common or independent bias control circuit(s) control(s) the DC operating bias of the auxiliary amplifiers and establishes DC operating points on curves representing third-order nonlinear components within the drain current having a positive slope (opposite to the corresponding slope of the main amplifiers). This results in reduction of overall third-order nonlinear components in combined currents at the output. In another embodiment, a phase shift of an input to one auxiliary amplifier is used to provide a peak in minimization at a frequency associated with the phase shift.
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公开(公告)号：US12088259B2
公开(公告)日：2024-09-10
申请号：US17471535
申请日：2021-09-10
Applicant: Northrop Grumman Systems Corporation
Inventor： Manouchehr Ghanevati , Mansoor K. Siddiqui , David J. Miller , Michael Herndon
CPC classification number: H03F1/32 , H03F1/0205 , H03F1/42 , H03F3/19 , H03F2200/36 , H03F2200/451
Abstract: An RF amplifier utilizes first and second main amplifiers in a balanced amplifier configuration with first and second auxiliary amplifiers connected in parallel across the first and second main amplifiers, respectively. The main and the auxiliary amplifiers are biased such that the third-order nonlinearity components in the combined output current are reduced. A common or independent bias control circuit(s) control(s) the DC operating bias of the auxiliary amplifiers and establishes DC operating points on curves representing third-order nonlinear components within the drain current having a positive slope (opposite to the corresponding slope of the main amplifiers). This results in reduction of overall third-order nonlinear components in combined currents at the output. In another embodiment, a phase shift of an input to one auxiliary amplifier is used to provide a peak in minimization at a frequency associated with the phase shift.
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公开(公告)号：US20230101673A1
公开(公告)日：2023-03-30
申请号：US17471535
申请日：2021-09-10
Applicant: Northrop Grumman Systems Corporation
Inventor： Manouchehr Ghanevati , Mansoor K. Siddiqui , David J. Miller , Michael Herndon
Abstract: An RF amplifier utilizes first and second main amplifiers in a balanced amplifier configuration with first and second auxiliary amplifiers connected in parallel across the first and second main amplifiers, respectively. The main and the auxiliary amplifiers are biased such that the third-order nonlinearity components in the combined output current are reduced. A common or independent bias control circuit(s) control(s) the DC operating bias of the auxiliary amplifiers and establishes DC operating points on curves representing third-order nonlinear components within the drain current having a positive slope (opposite to the corresponding slope of the main amplifiers). This results in reduction of overall third-order nonlinear components in combined currents at the output. In another embodiment, a phase shift of an input to one auxiliary amplifier is used to provide a peak in minimization at a frequency associated with the phase shift.
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公开(公告)号：US11271325B2
公开(公告)日：2022-03-08
申请号：US16774907
申请日：2020-01-28
Applicant: Northrop Grumman Systems Corporation
Inventor： Edward V. Koretzky , Michael Herndon , Jackson Ng
Abstract: A dipole antenna comprises N dipole elements spaced along a dimension of the antenna, each dipole element including a pair of electrically conductive structures and 2N electronic networks each coupled to a corresponding electrically conductive structure of an associated dipole element to form N pairs of electronic networks wherein each electronic network includes a port. The electrically conductive structures are electrically isolated from one another.
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