Abstract: Various implementations disclosed herein include devices, systems, and methods that obtain a three-dimensional (3D) representation of a physical environment that was generated based on depth data and light intensity image data, generate a 3D bounding box corresponding to an object in the physical environment based on the 3D representation, classify the object based on the 3D bounding box and the 3D semantic data, and display a measurement of the object, where the measurement of the object is determined using one of a plurality of class-specific neural networks selected based on the classifying of the object.

Abstract: Disclosed herein is an imaging system including a first x-ray source configured to produce first x-ray photons in a first energy range suitable for imaging, project the first x-ray photons onto an area designated for imaging, a rotatable gantry configured to rotate the first x-ray source such that the first x-ray source traverses an angular path, and a data processor having an analytical portion. The analytical portion is configured to collect first data relating to the transmission of the first x-ray photons through the area designated for imaging at a set of image-collection angles along the angular path, collect background data at a set of background-collection angles along the angular path, wherein the system acquires more than one image of the designated area for imaging between background angles. The analytical portion is also configured to remove errors in the first data using the background data, and generate a corrected image based on the removal of errors in the first data.

Abstract: Saturation of a pyrolysis stream is achieved while managing exotherms. The pyrolysis stream is split into at least two feed streams for at least two saturation reactors. The process may split the hydrogen stream into at least two streams for the at least two saturation reactors. A recycle stream may also be provided to manage the exotherm. The feed may comprise at least 5 wt % aromatics.

Abstract: Transmit output power for an uplink (UL) positioning sounding reference signal (SRS) may be determined by measuring output power of a transmit chain of a user equipment (UE) during an unused RACH occasion. A transmit output power offset is determined based on a difference between the measured output power and a predetermined output power. The transmit output power offset may be used to adjust the power output of the UE.

Abstract: Methods and systems for wireless communication are provided. In one example, a mobile device is configured to: obtain beam support information of a plurality of cells; perform measurements of one or more signals at the mobile device based on the beam support information of the plurality of cells to support a location determination operation for the mobile device; and transmit results of the measurements of the one or more signals to at least one of a location server or to a base station to support the location determination operation. The beam support information may include: a number of beams supported at each cell of the plurality of cells, information to identify each beam of the number of beams supported at the each cell, beam width information of the each beam, and/or Positioning reference Signals (PRS) codebook information which encapsulates the beams which are enabled along various elevation and azimuth angles.

Abstract: According to various examples, a stacked semiconductor package is described. The stacked semiconductor package may include a package substrate. The stacked semiconductor package may also include a base die disposed on and electrically coupled to the package substrate. The stacked semiconductor package may further include a mold portion disposed on the package substrate at a periphery of the base die, the mold portion may include a through-mold interconnect electrically coupled to the package substrate. The stacked semiconductor package may further include a semiconductor device having a first section disposed on the base die and a second section disposed on the mold portion, wherein the second section of the semiconductor device may be electrically coupled to the package substrate through the through-mold interconnect.

Abstract: Systems and methods for a machine-learning based approach for dynamically generating incident-specific playbooks for a security orchestration and automated response (SOAR) platform are provided. The SOAR platform captures information regarding execution of a sequence of actions performed by analysts responsive to a first incident of a first type. The captured information is fed into a machine-learning model. When a second incident, observed by the SOAR platform, is similar in nature to the first incident or the first type a recommended sequence of actions is generated based on the machine-learning model for use by an analyst in connection with responding to the second incident. In response to rejection of the recommended sequence by the analyst, revising the recommended sequence based on input provided by the analyst and storing the revised recommendation sequence in a form of a revised playbook for response to subsequent incidents that are similar to the second incident.

Abstract: An improved solid state drive (SSD). The SSD comprising a plurality of non-volatile memory dies, each configured to store at least one block of data associated with one of a plurality of superblocks each containing a plurality of blocks; a volatile memory; and a memory controller. The memory controller configured to store a bit map associated with a first superblock of the plurality of superblocks in the volatile memory, wherein the bit map is configured to indicate whether each of the plurality of blocks is a replacement block, store a block address list in the volatile memory, the block address list is configured to store an address of one or more replacement blocks, and store a replacement block index in the volatile memory associated with the first superblock of the plurality of superblocks, the replacement block index corresponding to the location of an address of a first replacement block of the first superblock in the block address list.

Abstract: A frame for an electric vehicle (10) comprising: a head pipe (12) and at least two rear tubes (13) extending rearwardly from the head pipe (12); an electric battery module (24) used as a power source for powering the electric vehicle comprising at least one battery located below rear portion (13B) of said rear tubes (13); a protective frame structure (23) for securely mounting said battery module (24); wherein said protective frame structure (23) is fixed to said rear tubes (13) of said frame and provided substantially centrally and downwardly of said vehicle (10).

Abstract: Aspects of the invention include extended transdermal delivery devices for delivering buprenorphine to a subject for an extended period of time, where the transdermal delivery devices include buprenorphine, an ?-hydroxy acid and a pressure sensitive adhesive. In certain instances, buprenorphine, ?-hydroxy acid and the pressure sensitive adhesive are provided as a single matrix layer formulation. Also provided are methods of using the subject extended transdermal delivery devices, as well as kits containing the extended transdermal delivery device.

Abstract: A user equipment (UE) includes a processor configured to: send a first signal but not a second signal in response to the first and second signals being scheduled for concurrent transmission and available power for transmission of the first signal for the concurrent transmission being insufficient for detection of the first signal, the first signal being a first radio access technology (RAT) positioning reference signal; set a power sharing mode of the UE to a static power sharing mode; indicate that the UE is in a single-uplink operating mode with respect to the first RAT and the second RAT; and/or select a second-RAT TRP, for receiving the second signal, that has a maximum UE transmission power no greater than a threshold power in response to the initiation of the positioning session.

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a mobile station may transmit, to a controller, a request to join a platoon. The mobile station may receive, from the controller, a confirmation that the mobile station has joined the platoon. The confirmation may further indicate an assignment of the mobile station to a sub-platoon within the platoon. Accordingly, the mobile station may transmit a handshake to, or receiving a handshake from, a primary anchor device associated with the platoon. The mobile station may additionally transmit a handshake to, or receiving a handshake from, a secondary anchor device associated with the sub-platoon. The sub-platoon may divide and reassemble based at least in part on one or more environmental conditions. Numerous other aspects are described.

Abstract: Methods, systems, and computer readable media for ingress message rate limiting are disclosed. One method occurs at a first network node of a first network comprises: obtaining, from a transport layer security (TLS) message from a second network node of a second network, an identifier identifying the second network node or the second network; receiving a request message from the second network node or the second network; determining, using the identifier, that an allowed ingress message rate associated with the second network node or the second network has been reached or exceeded; and in response to determining that the allowed ingress message rate associated with the second network node or the second network has been reached or exceeded, performing a rate limiting action.

Abstract: A method performed by a controller of a solid state drive (SSD) comprising receiving from a host a write request to store write data in a nonvolatile semiconductor storage device of the SSD. The method also comprises identifying a first codeword and a second codeword stored in the nonvolatile storage device, the first codeword and the second codeword configured to store write data corresponding to the write request. Responsive to the write request, the method comprises writing a first portion of the write data to the first codeword and writing a second portion of the write data to the second codeword, and sending a message to the host once the write data has been written to the nonvolatile semiconductor storage device. The first and second codewords are adjacently stored, and the write data has a length that is greater than the length of the first and second codewords.

Abstract: Certain aspects of the present disclosure provide techniques for coordinating vehicle platooning with V2X assistance. The techniques generally include: a first vehicle associated with a source UE transmitting a request to a base station to join a vehicle platoon. The request indicates at least one of: an occupancy parameter of a first vehicle associated with the source UE; an autonomy level of the first vehicle; or a travel preference parameter. The occupancy parameter may include a number of passengers, seating positions of passengers, and other occupancy information pertaining safety and prioritization. The autonomy level enables vehicles of similar autonomy to form a platoon that optimizes headways, thus minimizing fuel consumption due to air resistance. The travel preference parameter may include a preferred speed of the source UE. The source UE may receive a response message indicating confirmation that the first vehicle is allowed to join the vehicle platoon.

Abstract: Techniques are provided for network mode selection based on positioning system information blocks (SIBs). An example method for measuring positioning reference signals with a user equipment includes receiving one or more system information blocks containing positioning reference signal information, determining band and frequency information for positioning reference signals based on the one or more system information blocks, determining at least one operational constraint for the user equipment, determining a network mode for the user equipment based at least on the band and frequency information and the at least one operational constraint, and measuring one or more positioning reference signals based at least in part on the network mode.

Abstract: A method performed by a controller of a solid state drive comprising receiving from a host a read request for read data stored in nonvolatile semiconductor storage devices of the solid state drive. The method also comprises identifying a first codeword and a second codeword, the first codeword and the second codeword comprising the read data corresponding to the read request. Responsive to the read request, the method comprises reading a first portion of the read data contained in the first codeword and reading a second portion of the read data contained in the second codeword, assembling the first portion and the second portion as assembled read data, and transferring the assembled read data to the host responsive to the read request. The first and second codewords are adjacently stored, and the assembled read data has a length that is greater than the length of the first and second codewords.

Abstract: Methods, devices, and systems for monitoring control panels of a fire control system is described herein. In some examples, one or more embodiments include a computing device comprising a memory, a processor configured to execute instructions stored in the memory to receive, via a gateway device, data from a plurality of fire control panels of a fire control system, and detect an event associated with one of the fire control panels based on the received data, and a user interface configured to display information associated with the detected event.

Abstract: A method of operating a Solid State Drive (SSD), comprising identifying critical metadata corresponding to data previously written to the SSD. In response to a power loss event the method also includes storing the critical metadata in a non-volatile memory. Further, the method also involves writing a first table of contents corresponding to the stored critical metadata to the non-volatile memory and storing a pointer to the first table of contents. A Solid State Drive (SSD) including a memory controller, a non-volatile memory, and a power loss protection capacitor. The memory controller is configured to identify critical metadata corresponding to data previously written to the SSD. The memory controller is also configured to, in response to a power loss event, store the critical metadata in a non-volatile memory write a first table of contents corresponding to the stored critical metadata to the non-volatile memory, and store a pointer to the first table of contents.

Abstract: A system for consistently implementing reset and power management of IP agents on a System on a Chip (SoC). When IP agents undergo a reset, an individual negotiation takes placed between an interconnect and each IP agent over a link. Each IP agent can emerge from reset at its own time schedule, independently of the timing of the other IP agents. The interconnect may be configured as a proxy for any IP agent that is inoperable, including prior to reset, when in a power-down mode, or malfunctioning.