Abstract: The present invention provides a control method of a wireless communication module, wherein the control method includes the steps of: receiving target end time information of a PPDU, and estimating a symbol count of the PPDU according to the target end time information; determining a duration of a packet extension of the PPDU; refining at least one of a padding factor, the duration of packet extension, and the symbol count of the PPDU, wherein the padding factor indicates invalid data information of the PPDU; generating an alignment setting comprising a final symbol count of the PPDU, the duration of packet extension, and the padding factor of the PPDU; and aggregating a plurality of MPDUs to generate the PPDU according to the alignment setting.

Abstract: The present invention provides a control method of a wireless communication module, wherein the control method includes the steps of: obtaining a plurality of media access control protocol data units (MPDUs), wherein each MPDU comprises a packet mark; aggregating the plurality of MPDUs to generate a physical layer protocol data unit (PPDU); and determining a final transmission rate setting according to statistics of the packet marks of the plurality of MPDUs, wherein the final transmission rate setting is used for a wireless transmission of the PPDU.

Abstract: The techniques described herein relate to systems, apparatus, articles of manufacture, and methods for optimum loop gain calibration for clock data recovery and phase locked loop. An example apparatus includes a phase detector with a phase detector output and configured to generate an error signal representative of a difference between an input signal and a feedback signal. The apparatus further includes a calibrator circuit with a calibrator input coupled to the phase detector output and configured to determine correlation value associated with the error signal, and determine a gain value based on an adjustment of an absolute value of the correlation value by a pseudorandom binary sequence signal.

Abstract: The present invention provides a control method of an electronic device, wherein the control method includes the steps of: establishing pre-linked buffers in a memory; wirelessly receiving a frame; generating a plurality of MPDUs according to the frame, wherein each of the MPDUs comprises at least one MSDU; writing the MSDUs of the plurality of MPDUs into the pre-linked buffers, wherein each buffer is configured to store one MSDU; generating a command to read in-order MPDUs from the memory if the memory has the in-order MPDUs.

Abstract: A reparameterization method for initializing a machine learning model includes initializing a prefix layer of a first low dimensional layer in the machine learning model and a postfix layer of the first low dimensional layer, inverting the prefix layer to generate an inverse prefix layer of the first low dimensional layer, inverting the postfix layer to generate an inverse postfix layer of the first low dimensional layer, combining the inverse prefix layer, the first low dimensional layer and the inverse postfix layer to form a high dimensional layer, generating parallel operation layers from the high dimensional layer, and assigning initial weights to the parallel operation layers.

Abstract: The present invention provides a control method of a wireless communication module having a first link and a second link. The control method includes the steps of: obtaining a first timestamp of a first reference point corresponding to a first PPDU, wherein the first PPDU is transmitted on a channel corresponding to the first link; obtaining a second timestamp of a second reference point corresponding to the second link, wherein the second reference point is a slot boundary, a transmission end or a reception end; determining a length of a second PPDU according to the first timestamp and the second timestamp, to make an end of the second PPDU is aligned to an end of the first PPDU; and generating the second PPDU according to the determined length of the second PPDU, and transmitting the second PPDU after the second reference point.

Abstract: A method for enhancing kernel reparameterization of a non-linear machine learning model includes providing a predefined machine learning model, expanding a kernel of the predefined machine learning model with a non-linear network for convolution operation of the predefined machine learning model to generate the non-linear machine learning model, training the non-linear machine learning model, reparameterizing the non-linear network back to a kernel for convolution operation of the non-linear machine learning model to generate a reparameterized machine learning model, and deploying the reparameterized machine learning model to an edge device.

Abstract: A method for performing wireless communication in MLO architecture is applicable to an AP MLD connected with a non-AP MLD through multiple links. The multiple links include at least a first link and a second link, the non-AP MLD operates in ML-SMPS mode. The method includes transmitting an initial control frame to the non-AP MLD via the first link, to trigger at least one link of the multiple links to be activated at the non-AP MLD to support a reception with respective negotiated number of spatial streams, receiving a response frame via the first link in response to the transmission of the initial control frame, and initiating frame exchange between the AP MLD and the non-AP MLD via a target link of the at least one link. The target link is selected from the at least one link according to the response frame. The first link is a primary link.

Abstract: For sidelink vehicle-to-everything (V2X) transmission, a first user equipment (UE) obtains time-and-frequency resources that are bounded by two subchannel boundaries and two slot boundaries. The first UE transmits encoded control information to a second UE in a Physical Sidelink Control Channel (PSCCH) that occupies a first portion of the time-and-frequency resources starting from a lowest resource block (RB) in a lowest subchannel and from an earliest symbol available for sidelink control and data transmission. The first UE further transmits encoded data to the second UE in a Physical Sidelink Shared Channel (PSSCH) that occupies a second portion of the time-frequency resources. The second portion includes (a) a first set of RBs in the same symbols as the PSCCH and not used by the PSCCH, and (b) a second set of RBs in symbols not used by the PSCCH.

Abstract: A device operates to perform acoustic echo cancellation. The device includes a speaker to output a far-end signal at the device, a microphone to receive at least a near-end signal and the far-end signal from the speaker to produce a microphone output, and an AI accelerator operative to perform neural network operations according to a first neural network model and a second neural network model to output an echo-suppressed signal. The device further includes a digital signal processing (DSP) unit. The DSP unit is operative to perform adaptive filtering to remove at least a portion of the far-end signal from the microphone output to generate a filtered near-end signal, and perform Fast Fourier Transform (FFT) and inverse FFT (IFFT) to generate input to the first neural network model and the second neural network model, respectively.

Abstract: Foreign object detection for a wireless power transmitter can be performed using a reference Q-factor and reference frequency for a wireless power receiver. A figure of merit may be calculated using the reference Q-factor and reference frequency. A Q-factor and resonant frequency may be measured, and a measurement figure of merit can be calculated. The figures of merit can be compared to determine where a foreign object is present.

Abstract: Aspects of the disclosure provide a frame processor for processing frames with aliasing artifacts. For example, the frame processor can include a super-resolution (SR) and anti-aliasing (AA) engine and an attention reference frame generator coupled to the SR and AA engine. The SR and AA engine can be configured to enhance resolution and remove aliasing artifacts of a frame to generate a first high-resolution frame with aliasing artifacts and a second high-resolution frame with aliasing artifacts removed. The attention reference frame generator can be configured to generate an attention reference frame based on the first high-resolution frame and the second high-resolution frame.

Abstract: One wireless sensing method includes: generating a measurement request frame, wherein the measurement request frame is configured to carry indication information for phase report from a sensing responder, and sending the measurement request frame to the sensing responder. Another wireless sensing method includes: generating a measurement report frame, wherein the measurement report frame is configured to carry phase information, and sending the measurement report frame to a sensing initiator.

Abstract: The present invention provides a chip including an I/O pin and an ESD protection circuit. The ESD protection circuit includes a P-type device and a first diode, wherein the P-type device is coupled between the I/O pin and a ground voltage, and an anode of the first diode is directly connected to the I/O pin. In addition, the ESD protection circuit does not comprise any device whose N-type doping/diffusion is directly connected to the I/O pin.

Abstract: A violation checking method includes generating a violation log report for a design, classifying violation logs in the violation log report into high-risk logs and low-risk logs by a machine learning model, reviewing the high-risk logs, and modifying the design if at least one bug is identified in the high-risk logs.

Abstract: A power consumption reduction method can include defining y operation scenarios according to x types of extracted information, generating z power profiles each used for controlling power provided to a subset of a plurality of processors, assigning the z power profiles to the y operation scenarios in a machine learning model, collecting to-be-evaluated information by the plurality of processors, comparing the to-be-evaluated information with the x types of extracted information to find a most similar type of extracted information, using the machine learning model to select an optimal power profile from the z power profiles according to the most similar type of extracted information, and applying the optimal power profile to control the power provided to the subset of the plurality of processors. The subset of the plurality of processors are of the same type of processor. x, y and z can be an integer larger than zero.

Abstract: Method and apparatus for affine CPMV or ALF refinement are mentioned. According to this method, statistical data associated with the affine CPMV or ALF refinement are collected over a picture area. Updated parameters for the affine CPMV refinement or the ALF refinement are then derived based on the statistical data, where a process to derive the updated parameters includes performing multiplication using a reduced-precision multiplier for the statistical data. The reduced-precision multiplier truncates at least one bit of the mantissa part. In another embodiment, the process to derive the updated parameters includes performing reciprocal for the statistical data using a lookup table with (m?k)-bit input by truncating k bits from the m-bit mantissa part, and contents of the lookup table includes m-bit outputs. m and k are positive integers.

Abstract: A semiconductor structure includes the first semiconductor stack and the second semiconductor stack formed over the first region and the second region of a substrate, respectively. The first and second semiconductor stacks extend in the first direction and are spaced apart from each other in the second direction. Each of the first semiconductor stack and the second semiconductor stack includes channel layers and a gate structure. The channel layers are formed above the substrate and are spaced apart from each other in the third direction. The gate structure includes the gate dielectric layers formed around the respective channel layers, and the gate electrode layer formed on the gate dielectric layers to surround the channel layers. The number of channel layers in the first semiconductor stack is different from the number of channel layers in the second semiconductor stack.

Abstract: Embodiments of the present invention provide methods for performing multi-link operations in a wireless network. The multi-link operations can include constrained multi-link operations configured to prevent or mitigate IDC interference, for example, by preventing or delaying access to a wireless medium while data is being transmitted or received on another wireless medium.

Abstract: An association management method includes: after coordination association between a client and a plurality of member APs in a multi-access point (MAP) system is successfully completed, generating a request frame to manage association between the client and a member AP in the MAP system. For example, the request frame may be initiated by the client. For another example, the request frame may be initiated by the member AP.