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1. 发明申请

US20090063115A1 LINEAR PROGRAMMING SUPPORT VECTOR REGRESSION WITH WAVELET KERNEL 有权
标题翻译：线性编程支持向量与小波变换器的回归
公开(公告)号：US20090063115A1
公开(公告)日：2009-03-05
申请号：US11848324
申请日：2007-08-31
申请人： Zhao Lu , Jing Sun , Kenneth R. Butts
发明人： Zhao Lu , Jing Sun , Kenneth R. Butts
IPC分类号： G06G7/48
CPC分类号： G05B17/02 , G06F17/5009 , G06F17/5095
摘要： A support vector machine with wavelet kernel was developed for accurate modeling of nonlinear systems. A method of providing an optimized model of a nonlinear system includes using a support vector machine (SVM) having a wavelet kernel, where support vectors include a family of multidimensional wavelets. Training the SVM allows optimization of the number of support vectors, the weights of the support vectors, and the translation factors of the support vectors. Use of a novel linear programming approach reduces computational demands required for training, allowing optimized support vectors to give an optimized model of the nonlinear system. Further, on-line retraining is possible, so that the model can be adapted to changing conditions.
摘要翻译：开发了具有小波核的支持向量机，用于非线性系统的精确建模。提供非线性系统的优化模型的方法包括使用具有小波核的支持向量机（SVM），其中支持向量包括多维小波族。训练SVM允许优化支持向量的数量，支持向量的权重和支持向量的平移因子。使用新颖的线性规划方法减少了训练所需的计算需求，允许优化的支持向量给出非线性系统的优化模型。此外，在线再培训是可能的，使得该模型可以适应于变化的条件。

2. 发明申请

US20130158840A1 ASYMMETRIC WAVELET KERNEL IN SUPPORT VECTOR LEARNING 有权
标题翻译：支持向量学习中的不对称小波变换
公开(公告)号：US20130158840A1
公开(公告)日：2013-06-20
申请号：US13327925
申请日：2011-12-16
申请人： Zhao Lu , Jing Sun , Kenneth R. Butts
发明人： Zhao Lu , Jing Sun , Kenneth R. Butts
IPC分类号： F02D41/30 , G06F17/10 , G06F7/60
CPC分类号： F02D41/00 , F02D41/2425 , F02D41/2432 , F02D41/2438 , F02D41/26 , F02D2041/1433 , G06F17/5095 , G06K9/527 , G06K9/6269 , G06N99/005
摘要： Example methods of modeling a nonlinear dynamical system such as a vehicle engine include providing a model using linear programming support vector regression (LP-SVR) having an asymmetric wavelet kernel, such as derived from a raised-cosine wavelet function. The model may be trained to determine parallel model parameters while in a series-parallel configuration, and operated in the parallel configuration allowing improved and more flexible model performance. An improved engine control unit may use an LP-SVR with an asymmetric wavelet kernel.
摘要翻译：对诸如车辆引擎的非线性动力系统建模的示例方法包括使用具有不对称小波核的线性规划支持向量回归（LP-SVR）提供模型，例如从升余弦小波函数导出的。可以训练模型以在串联并联配置中确定并行模型参数，并且以并行配置运行，允许改进和更灵活的模型性能。改进的发动机控制单元可以使用具有不对称小波核的LP-SVR。

3. 发明授权

US07899652B2 Linear programming support vector regression with wavelet kernel 有权
标题翻译：线性规划支持向量回归与小波核
公开(公告)号：US07899652B2
公开(公告)日：2011-03-01
申请号：US11848324
申请日：2007-08-31
申请人： Zhao Lu , Jing Sun , Kenneth R. Butts
发明人： Zhao Lu , Jing Sun , Kenneth R. Butts
IPC分类号： G06F7/60 , G06G7/48
CPC分类号： G05B17/02 , G06F17/5009 , G06F17/5095
摘要： A support vector machine with wavelet kernel was developed for accurate modeling of nonlinear systems. A method of providing an optimized model of a nonlinear system includes using a support vector machine (SVM) having a wavelet kernel, where support vectors include a family of multidimensional wavelets. Training the SVM allows optimization of the number of support vectors, the weights of the support vectors, and the translation factors of the support vectors. Use of a novel linear programming approach reduces computational demands required for training, allowing optimized support vectors to give an optimized model of the nonlinear system. Further, on-line retraining is possible, so that the model can be adapted to changing conditions.
摘要翻译：开发了具有小波核的支持向量机，用于非线性系统的精确建模。提供非线性系统的优化模型的方法包括使用具有小波核的支持向量机（SVM），其中支持向量包括多维小波族。训练SVM允许优化支持向量的数量，支持向量的权重和支持向量的平移因子。使用新颖的线性规划方法减少了训练所需的计算需求，允许优化的支持向量给出非线性系统的优化模型。此外，在线再培训是可能的，使得该模型可以适应于变化的条件。

4. 发明授权

US08738271B2 Asymmetric wavelet kernel in support vector learning 有权
标题翻译：支持向量学习中的非对称小波核
公开(公告)号：US08738271B2
公开(公告)日：2014-05-27
申请号：US13327925
申请日：2011-12-16
申请人： Zhao Lu , Jing Sun , Kenneth R. Butts
发明人： Zhao Lu , Jing Sun , Kenneth R. Butts
IPC分类号： F02D41/26 , F02D41/00 , F02D41/24 , G06F17/50
CPC分类号： F02D41/00 , F02D41/2425 , F02D41/2432 , F02D41/2438 , F02D41/26 , F02D2041/1433 , G06F17/5095 , G06K9/527 , G06K9/6269 , G06N99/005
摘要： Example methods of modeling a nonlinear dynamical system such as a vehicle engine include providing a model using linear programming support vector regression (LP-SVR) having an asymmetric wavelet kernel, such as derived from a raised-cosine wavelet function. The model may be trained to determine parallel model parameters while in a series-parallel configuration, and operated in the parallel configuration allowing improved and more flexible model performance. An improved engine control unit may use an LP-SVR with an asymmetric wavelet kernel.
摘要翻译：对诸如车辆引擎的非线性动力系统建模的示例方法包括使用具有不对称小波核的线性规划支持向量回归（LP-SVR）提供模型，例如从升余弦小波函数导出的。可以训练模型以在串联并联配置中确定并行模型参数，并且以并行配置运行，允许改进和更灵活的模型性能。改进的发动机控制单元可以使用具有不对称小波核的LP-SVR。

5. 发明申请

US20120232772A1 ADAPTIVE AIR CHARGE ESTIMATION BASED ON SUPPORT VECTOR REGRESSION 有权
标题翻译：基于支持向量回归的自适应空气费用估计
公开(公告)号：US20120232772A1
公开(公告)日：2012-09-13
申请号：US13042007
申请日：2011-03-07
申请人： Jing Sun , Kenneth R. Butts , Jacob Edward Faust
发明人： Jing Sun , Kenneth R. Butts , Jacob Edward Faust
IPC分类号： G06F19/00 , G06F7/60
CPC分类号： G05B17/02 , F02D41/18 , F02D41/2432 , F02D41/2451 , F02D2041/001 , F02D2200/0402 , F02D2200/0404 , F02D2200/0406 , F02D2200/0408 , F02D2200/101 , G05B13/042
摘要： Examples of the present invention include air charge estimation models using linear programming support vector regression (LP-SVR). Air model parameters may be updated during operation of a vehicle, allowing the air model performance to be improved in the presence of part-to-part variation and part aging.
摘要翻译：本发明的实例包括使用线性规划支持向量回归（LP-SVR）的空气电荷估计模型。空气模型参数可能会在车辆运行过程中更新，从而在部件间变化和部件老化的情况下，可以提高空气模型性能。

6. 发明授权

US08880321B2 Adaptive air charge estimation based on support vector regression 有权
标题翻译：基于支持向量回归的自适应空气电荷估计
公开(公告)号：US08880321B2
公开(公告)日：2014-11-04
申请号：US13042007
申请日：2011-03-07
申请人： Jing Sun , Kenneth R. Butts , Jacob Edward Faust
发明人： Jing Sun , Kenneth R. Butts , Jacob Edward Faust
IPC分类号： G06F19/00 , G06F7/60 , G05B17/02 , F02D41/18 , G05B13/04 , F02D41/24 , F02D41/00
CPC分类号： G05B17/02 , F02D41/18 , F02D41/2432 , F02D41/2451 , F02D2041/001 , F02D2200/0402 , F02D2200/0404 , F02D2200/0406 , F02D2200/0408 , F02D2200/101 , G05B13/042
摘要： Examples of the present invention include air charge estimation models using linear programming support vector regression (LP-SVR). Air model parameters may be updated during operation of a vehicle, allowing the air model performance to be improved in the presence of part-to-part variation and part aging.
摘要翻译：本发明的实例包括使用线性规划支持向量回归（LP-SVR）的空气电荷估计模型。空气模型参数可能会在车辆运行过程中更新，从而在部件间变化和部件老化的情况下，可以提高空气模型性能。

7. 发明公开

US20230246756A1 DOWNLINK SCHEMES FOR A COOPERATIVE USER EQUIPMENT WITH JOINT BASEBAND PROCESSING 审中-公开
公开(公告)号：US20230246756A1
公开(公告)日：2023-08-03
申请号：US18001376
申请日：2020-08-24
申请人： Mostafa Khoshnevisan , Aleksandar Damnjanovic , Xiaoxia Zhang , Tao Luo , Jing Sun , Fang Yuan , Yitao Chen , Juan Montojo , Rajat Prakash , QUALCOMM Incorporated
发明人： Mostafa Khoshnevisan , Aleksandar Damnjanovic , Xiaoxia Zhang , Tao Luo , Jing Sun , Fang Yuan , Yitao Chen , Juan Montojo , Rajat Prakash
IPC分类号： H04L5/00 , H04W8/22
CPC分类号： H04L5/0035 , H04W8/22 , H04L5/0091
摘要： Downlink schemes are disclosed for a cooperative user equipment (UE) with joint baseband processing. UEs may establish a cooperative UE unit with one or more neighboring UEs, where one of the UEs operates as the primary UE. The participating UEs of the cooperative UE unit determine a downlink transmission scheme for the cooperative transmissions from a serving base station and receive cooperative transmissions of one or more transport blocks from the serving base station according to the downlink transmission scheme. The secondary UEs of the cooperative UE unit generate and transmit cooperative process data to the primary UE, where the cooperative process data is based on the receipt of the cooperative transmissions by the secondary UEs. The primary UE processes its received cooperative transmission along with the cooperative process data to decode the one or more transport blocks. Other aspects and features are also claimed and described.

8. 发明申请

US20130095873A1 DISTRIBUTED ANTENNA SYSTEMS AND METHODS OF WIRELESS COMMUNICATIONS FOR FACILITATING SIMULCASTING AND DE-SIMULCASTING OF DOWNLINK TRANSMISSIONS 有权
公开(公告)号：US20130095873A1
公开(公告)日：2013-04-18
申请号：US13461065
申请日：2012-05-01
申请人： Joseph B. Soriaga , Christopher Gerard Lott , Jing Sun , Kambiz Azarian Yazdi , Rashid Ahmed Akbar Attar , Radhika Gowaikar , Donna Ghosh
发明人： Joseph B. Soriaga , Christopher Gerard Lott , Jing Sun , Kambiz Azarian Yazdi , Rashid Ahmed Akbar Attar , Radhika Gowaikar , Donna Ghosh
IPC分类号： H04W72/04
CPC分类号： H04H20/22 , H04B7/024 , H04B7/12 , H04W4/06 , H04W88/085
摘要： Distributed antenna systems (DASs) can include a plurality of spatially separated remote antenna units. According to at least one example, a first group of remote antenna units can simulcast downlink transmissions on a first carrier with a particular sector identity (ID). A second group of remote antenna units, including at least one different remote antenna unit from the first group, can simulcast downlink transmissions on a second carrier with the same sector ID. According to at least one other example, two or more remote antenna units which include respective coverage areas that are non-adjacent to one another can be employed to simulcast downlink transmissions.

9. 发明申请

US20130095871A1 BASE STATIONS AND METHODS FOR FACILITATING DYNAMIC SIMULCASTING AND DE-SIMULCASTING IN A DISTRIBUTED ANTENNA SYSTEM 有权
标题翻译：用于促进分布式天线系统中动态SIMULCATTING和DE-SIMULCASTING的基站和方法
公开(公告)号：US20130095871A1
公开(公告)日：2013-04-18
申请号：US13461299
申请日：2012-05-01
申请人： Joseph B. Soriaga , Christopher Gerard Lott , Jing Sun , Rashid Ahmed Akbar Attar
发明人： Joseph B. Soriaga , Christopher Gerard Lott , Jing Sun , Rashid Ahmed Akbar Attar
IPC分类号： H04W28/00
CPC分类号： H04B7/0691 , H04W16/12 , H04W72/005
摘要： Base stations may include a plurality of antenna ports adapted to communicatively couple to respective remote antenna units. A base station simulcast controller module may be coupled with each antenna port, and may be adapted to transmit downlink transmissions over a plurality of remote antenna units, with two or more of the remote antenna units simulcasting downlink transmissions as a simulcasting group. In response to one or more obtained network traffic parameters, the base station simulcast controller module may modify the simulcasting group to include at least one different remote antenna unit. Methods operational on base station may include transmitting downlink transmissions over a plurality of remote antenna units, where two or more of the remote antenna units form a simulcasting group. The simulcasting group can be modified to include at least one different remote antenna unit in response to one or more obtained network traffic parameters.
摘要翻译：基站可以包括适于通信地耦合到相应的远程天线单元的多个天线端口。基站联播控制器模块可以与每个天线端口耦合，并且可以适于在多个远程天线单元上传输下行链路传输，其中两个或多个远程天线单元将下行链路传输同时广播为联播组。响应于一个或多个获得的网络业务参数，基站联播控制器模块可以修改联播组以包括至少一个不同的远程天线单元。在基站上操作的方法可以包括在多个远程天线单元中发送下行链路传输，其中两个或更多个远程天线单元形成同时播送组。响应于一个或多个获得的网络流量参数，可以修改联播组以包括至少一个不同的远程天线单元。

10. 外观设计

USD656969S1 Freezer cover 有权
标题翻译：冷冻盖
公开(公告)号：USD656969S1
公开(公告)日：2012-04-03
申请号：US29381464
申请日：2010-12-20
申请人： Shilin Tang , Yanli Wu , Jing Sun
设计人： Shilin Tang , Yanli Wu , Jing Sun

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