Abstract: A processing device (30, 710) for reducing scan traffic is provided. The processing device (30, 710) comprises one or more interfaces (32, 718) configured to transmit information to at least one register access interface (759, 761) and processing circuitry (34) configured to control the one or more interfaces. Further, the processing circuitry (34) is configured to obtain register parameters of at least one functional unit (760, 762) of a processing unit (750) and to generate an improved bulk register comprising the register parameters of the at least one functional unit.

Abstract: A multi-scale aggregation pattern analysis method for a complex traffic network is provided, which belongs to the field of the highway traffic network. Firstly, an adjacency matrix, a position attribute matrix, a distance weight matrix, a road grade matrix, and a time-phased traffic congestion degree matrix of a highway traffic network are calculated; secondly, a weight influence factor of the road network is incorporated based on a PageRank algorithm to determine order of critical nodes; finally, a two-dimensional decision diagram is drawn by two indicators: order of critical nodes and a shortest path distance. A new weighting matrix which accords with the actual situation of the road network is obtained by incorporating a position weight matrix, a distance weight matrix, a road grade weight matrix and a dynamic traffic congestion degree weight matrix based on a similarity matrix of the spectral clustering.

Abstract: A wireless transmit/receive unit (WTRU) may receive a constellation symbol that includes indications that each are associated with a respective WTRU of a plurality of WTRUs. The WTRU may determine that a first weight associated with a first indication of the indications is different than a second weight associated with a second indication of the indications. The indications may comprise indications of bits modulated at a multi-user constellation bit division multiple access modulator (MU-CBDMAM).

Abstract: A multi-modal adaptive fusion deep clustering model based on an auto-encoder includes an encoder structure, a multi-modal adaptive fusion layer, a decoder structure and a deep embedding clustering layer. The encoder is configured to enable a dataset to be respectively subjected to three types of nonlinear mappings of the auto-encoder, a convolutional auto-encoder and a convolutional variational auto-encoder to obtain potential features, respectively. The multi-modal adaptive feature fusion layer is configured to fuse the potential features into a common subspace in an adaptive spatial feature fusion mode to obtain a fused feature. The decoder is configured to decode the fused feature by using a structure symmetrical to the encoder to obtain a decoded reconstructed dataset. The deep embedding clustering layer is configured to cluster the fused feature Z and obtain a final accuracy ACC by comparing a clustering result with a true label.

Abstract: The present invention provides a test device for nucleic acid, including a sample treatment chamber, a sample reaction chamber and a test chamber which are disposed from top to bottom successively. The functions of sampling, nucleic acid purification, isothermal amplification and testing result reading by immunochromatography are integrated onto a device to prepare a simple and cute test device for nucleic acid; the device can achieve nucleic acid testing only by two rotations and can ensure that each sampling or reagent adding can reach the target area in a free falling way without any extra drainage facility. The present invention has lower costs, more convenient operation, high detection sensitivity, short time required in nucleic acid testing, and can be used for nucleic acid testing of various samples, such as human and animals.

Abstract: Methods and kits are provided for detecting and discriminating between immune quiescence and allograft rejections, such as T cell-mediated rejection and antibody-mediated rejection, using differential gene expression signatures alone or in combination with levels of transplant-derived cell-free nucleic acids.

Abstract: Wind baffles are provided at a side discharge vent of a cabinet containing a heating, ventilation, air conditioning, and refrigeration (HVACR) system. The wind baffles include two or more baffles joined to a support frame. The baffles have a leading edge towards ambient environment surrounding of the cabinet and a trailing edge towards an interior of the cabinet, and the leading edge has a perimeter greater than a perimeter of the trailing edge. The baffles may surround each successive baffle. The baffles may be concentric The wind baffles may be located between ambient environment surrounding of the cabinet and a fan near the side discharge vent. The fan may be a variable-speed fan.

Abstract: Apparatuses are described that provide for a mobile eye washing station. An example station includes a fluid storage cartridge that stores unused eye wash fluid and a nozzle assembly in fluid communication with the fluid storage cartridge. In operation, the nozzle assembly dispenses the unused eye wash fluid stored in the fluid storage cartridge via one or more nozzles of the nozzle assembly. The example station further includes a waste fluid collection basin that, in operation, collects eye wash fluid dispersed by the nozzle assembly. Due to contact with the fluid storage cartridge, the waste fluid collection basin compresses the fluid storage cartridge to drive fluid communication between the fluid storage cartridge and the nozzle assembly. The fluid storage cartridge is disposed vertically beneath the waste fluid collection basin.

Abstract: A face mask comprises a container coupled to a first surface of a face mask, a fragrance material disposed in the container, and an exhalation valve coupled to a second surface of the a face mask. The fragrance material comprises a fluid configured to evaporate from the fragrance material, and the container is configured to releasably engage the exhalation valve to form a closed chamber. The closed chamber is configured to enclose the fragrance material when the container is releasably engaged with the exhalation valve.

Abstract: Embodiments relate generally to a gas detector system. The gas detector system comprises a gas detector mounting flange, where the gas detector mounting flange comprises an explosion-proof cylindrical body that is configured to couple the gas detector mounting flange to a gas detector and a plurality of bolt receiving slots configured to couple the gas detector mounting flange to a mounting system by securing bolts, where each bolt receiving slot is at least three times as long as a diameter of securing bolts.

Abstract: Apparatus and associated methods relate to a body-worn unitary harness having a shoulder portion and a waist portion in tensile communication with one another, such that both the shoulder and the waist portions can be simultaneously adjusted using a single adjustment mechanism to conform to a wearer's body. In an illustrative embodiment, a length of webbing may thread through an angle-turning buckle and change direction therein. Tensile forces in the length of webbing may be directed in different directions on either side of the angle-turning buckle. A single clasp may facilitate both donning and doffing of the unitary harness. An implement connector may be coupled to a hip member and configured to connect an implement to the unitary harness. Various exemplary unitary harnesses may provide comfortable implement carrying capacity while automatically adjusting relative waist and shoulder lengths to accommodate a user's movements and positions.

Abstract: Wind baffles are provided at a side discharge vent of a cabinet containing a heating, ventilation, air conditioning, and refrigeration (HVACR) system. The wind baffles include two or more baffles joined to a support frame. The baffles have a leading edge towards ambient environment surrounding of the cabinet and a trailing edge towards an interior of the cabinet, and the leading edge has a perimeter greater than a perimeter of the trailing edge. The baffles may surround each successive baffle. The baffles may be concentric The wind baffles may be located between ambient environment surrounding of the cabinet and a fan near the side discharge vent. The fan may be a variable-speed fan.