Abstract:
Systems and methods described herein are directed to minimizing the resource requirements for edge and network while keeping the accuracy of machine learning classifier by utilizing simulated test data. Once sufficient measured test data is collected by the server, the server instructs the edge computer to reduce the transmission of data received from the corresponding sensors.
Abstract:
In some examples, a computing device may receive sensed data information sent in a transmission by a first sensor, the sensed data information including a sensor identifier and sensed data of a first sensor. The computing device may associate a first timestamp with the sensed data information. Further, the computing device may receive, from other sensors, radio signal strength information including signal strength data related to the transmission and a second timestamp corresponding to detection of the transmission. The computing device may determine a location of the first sensor based on the signal strength data received from the other sensors. In addition, the computing device may associate the location with the sensor identifier of the first sensor based on comparing the first timestamp with the second timestamp. In some cases, one or more second sensors may forward the transmission from the first sensor to the computing device.
Abstract:
A communications system employing CoMP transmission to suppress interference comprises: a CoMP user equipment; and a plurality of base stations, one of the base stations being an associated base station of the CoMP user equipment to transmit data to the CoMP user equipment, the plurality of base stations including multiple CoMP base stations for the CoMP user equipment. The CoMP base stations for the CoMP user equipment transmit CoMP downlink data, including subframes which comprise physical resource blocks having a plurality of resource elements (REs) and cell-specific reference signal (CRS) resource element (RE) locations. PDSCH bit-level muting or puncturing information is determined, based on radio resource management measurement and the subframes sent from the multiple CoMP base stations, to identify PDSCH REs that suffer strong CRS interference transmission from within the multiple CoMP base stations and are to be subjected to one of bit-level muting or bit-level puncturing.
Abstract translation:采用CoMP传输抑制干扰的通信系统包括:CoMP用户设备; 以及多个基站,所述基站中的一个是所述CoMP用户设备的相关基站,用于向所述CoMP用户设备发送数据,所述多个基站包括用于所述CoMP用户设备的多个CoMP基站。 用于CoMP用户设备的CoMP基站发送CoMP下行链路数据,包括包括具有多个资源元素(RE)和小区特定参考信号(CRS)资源元素(RE))位置的物理资源块的子帧。 基于无线电资源管理测量和从多个CoMP基站发送的子帧来确定PDSCH比特级静音或删截信息,以识别在多个CoMP基站内遭受强CRS干扰传输并且将被承受的PDSCH RE 到位级静音或比特级穿孔之一。
Abstract:
A method for processing user symbols with Tomlinson Harashima precoder (THP) in a base station, of a wireless system having K user terminals (UEs) which communicate with the base station via an uplink channel and a corresponding downlink (DL) channel, comprises estimating DL channel matrix; determining receiver processing matrix; computing effective matrix DL channel Heff; performing QR decomposition of Heff; computing THP matrices; calculating scalar weights for the UEs; processing user symbols by the THP having the THP matrices to produce an output of filtered vector symbols for the UEs; directing output of the THP to a channel represented by the DL channel matrix through which communications occur in the wireless system with the UEs; providing the receiver processing matrix to the UEs for performing additional receiver processing on the transmitted signals; and providing the scalar weights to the UEs to be used on the transmitted signals at the UEs.
Abstract:
Systems and methods described herein involve program code generation for data processing programs, which can involve, for receipt of a user prompt, reference a prompt database that associates historical prompts, program code generated from the historical prompts, and information indicative of whether execution results of the program code were expected to generate a combined prompt from the user prompt and a historical prompt from the historical prompts determined to be related to the combined prompt from the referencing; reference a program template database that associates combinations of the historical prompts and historical program code that was verified to work as expected to generate program code with the combined prompt; and execute the generated program code and the combined prompt for the data processing programs.
Abstract:
A search query generation method for information retrieval, the method comprising receiving, by a processor, a first query issued by a user; extracting, by the processor, a plurality of field status items associated with the first query; extracting, by the processor, first schema information associated with the plurality of field status items; adding, by the processor, the plurality of field status items and the first schema information as contextual information to the first query to generate a second query, generating, by the processor, an information search code based on the second query; and executing, by the processor, the information search code to retrieve information associated with the first query from a plurality of data source systems.
Abstract:
Example implementations involve a location system, which can involve associating each location of one or more unidentified targets detected from sensor data of the one or more sensors with identifiers corresponding to the transmitter of each of the one or more pairs of electronic devices, by calculating first distance relationships indicative of relationships of distances between the each location of the one or more unidentified targets detected from the sensor data of the one or more sensors and a reference point; calculating second distance relationships indicative of relationships of distances between the transmitter and the receiver of each of the one or more pairs of electronic devices; and associating the identifiers corresponding to the transmitter of the each of the one or more pairs of electronic devices with the each location of the one or more unidentified targets based on the first distance relationships and the second distance relationships.
Abstract:
This invention aim to improves the flexibility of data flows management from sensor to cloud, datalake or other system, which can manage the overall data flows within the system and control them dynamically. As a result, it can reduce transmission cost and storage cost properly.
Abstract:
A communications system includes a macro base station, a plurality of UEs (user equipment), a plurality of small cells, and a network through which the macro base station, the UEs, and the small cells communicate with each other, the small cells within a macro coverage area of the macro base station. The macro base station comprises a processor, a memory, and a small cell on/off module which is operable, for each small cell of the plurality of small cells, to: determine an interference metric for the small cell; if the determined interference metric meets a preset condition for the small cell, then determine a loss in signal strength to the UEs associated with the small cell caused by switching off the small cell; and judge whether to switch off the small cell based on at least one of the determined interference metric or the determined loss in signal strength.