摘要:
A data management system (100) including a knowledge container creator module (118) operative to create at least a first data descriptor item (112) and at least a second data descriptor item (114) based upon a raw data item (110). The raw data item (110) is capable of containing data representing raw data that is in one of a plurality of different formats. The knowledge container creator module (118) also operative to link the raw data item (110) to at the least a first data descriptor item (112) and to link the raw data item (110) to the at least a second data descriptor item (114).
摘要:
A data management system (100) including a knowledge container creator module (118) operative to create at least a first data descriptor item (112) and at least a second data descriptor item (114) based upon a raw data item (110). The raw data item (110) is capable of containing data representing raw data that is in one of a plurality of different formats. The knowledge container creator module (118) also operative to link the raw data item (110) to at the least a first data descriptor item (112) and to link the raw data item (110) to the at least a second data descriptor item (114).
摘要:
Methods of training neural networks (100, 600) that include one or more inputs (102-108) and a sequence of processing nodes (110, 112, 114, 116) in which each processing node may be coupled to one or more processing nodes that are closer to an output node are provided. The methods include establishing an objective function that preferably includes a term related to differences between actual and expected output for training data, and a term related to the number of weights of significant magnitude. Training involves optimizing the objective function in terms of weights that characterize directed edges of the neural network. The objective function is optimized using algorithms that employ derivatives of the objective function. Algorithms for accurately and efficiently estimating derivatives of the summed input going into output processing nodes of the neural network with respect to the weights of the neural network are provided.
摘要:
A method of optimization of a product assembly line utilizes a mixed-integer linear programming (MILP) formulation. Line information, such as product data of products to be assembled by the line, parts data of the parts to be used to assemble the products, line data descriptive of the product assembly line and machine data of the machines of the line, is compiled and used to formulate a balancing strategy of the product assembly line (210, 240). The balancing strategy is formulated by the selective manipulation of one or more optimization variables to make the MILP closely representative of the actual manufacturing environment (240, 250, 270). Solving the MILP generates MILP output information from which output reports and metrics may be generated (270, 280).
摘要:
A system and method for system and method for multiplexing control and data channels in a multiple input, multiple output (MIMO) communications system are provided. A method for transmitting control symbols and data symbols on multiple MIMO layers includes selecting a first set of codewords from Ncw codewords, distributing control symbols onto the first set of layers, placing data symbols of the first set of codewords onto the first set of layers, placing data symbols of the (Ncw-Ncw1) remaining codewords to remaining layers if Ncw>Ncw1, and transmitting the multiple MIMO layers. The first set of codewords is associated with a first set of layers from the multiple MIMO layers, and the Ncw codewords are to be transmitted simultaneously and the first set of codewords comprises Ncw1 MIMO codewords, where Ncw and Ncw1 are integers greater than or equal to 1. The remaining layers are MIMO layers from the multiple MIMO layers not in the first set of layers.
摘要:
A system and method for uplink multi-antenna power control in a communications system are provided. A method for user equipment operations includes determining a transmit power level for transmit antennas of the user equipment having at least two transmit antennas, and setting a power amplifier output level for each of the at least two transmit antennas in accordance with a respective transmit power level.
摘要:
A method for transmitting control information to a wireless node in a communications system includes mapping, by a communications controller, the control information onto resources associated with a wireless node specific search space, the wireless node specific search space being located in a first data region of a first subframe, the first subframe including a first common search space in addition to the wireless node specific search space. The method also includes generating, by the communications controller, a location indicator identifying a location of the wireless node specific search space. The method further includes transmitting, by the communications controller, the first subframe to the wireless node, and transmitting, by the communications controller, the location indicator to the wireless node.
摘要:
A system and method for inter-cell interference coordination is provided. A method for controller operation includes receiving interferer information from a device served by the controller, scheduling a cell edge device based on the received interferer information, and reporting usage information of the subset of resources to neighboring controllers. The cell edge device operates in a periphery of a coverage area of the controller, and the cell edge device is scheduled to a subset of resources. The method also includes from each neighboring controller, receiving neighboring usage information of a neighboring subset of resources reserved for cell edge devices served by the neighboring controller. The method further includes scheduling a cell center device based on the received usage information from the neighboring controllers, and transmitting to scheduled devices over their respective scheduled resources. Cell center device is scheduled to resources not in the subset of resources.
摘要:
A system and method for coordinating different types of base stations in a heterogeneous communications system are provided. A method of communications controller operations includes signaling an indicator of a subset of a plurality of communications resources controlled by a communications controller to a user equipment, and receiving a report comprising channel information associated with a measurement of signals transmitted in the subset from the user equipment.
摘要:
In one embodiment, a method for a wireless communication includes generating a first time-frequency reference signal pattern at a first base station. The first time-frequency reference signal pattern includes a modified version of a mother pattern of time-frequency of a fixed size. The method further includes transmitting a first reference signal using the first time-frequency reference signal pattern.