In a multi-user system,system resources should be allocated to different users.In traditional communication systems,system resources generally include time,frequency,space,and power,so multiple access technologies suc...In a multi-user system,system resources should be allocated to different users.In traditional communication systems,system resources generally include time,frequency,space,and power,so multiple access technologies such as time division multiple access(TDMA),frequency division multiple access(FDMA),space division multiple access(SDMA),code division multiple access(CDMA),and non-orthogonal multiple access(NOMA)are widely used.In semantic communication,which is considered a new paradigm of the next-generation communication system,we extract high-dimensional features from signal sources in a model-based artificial intelligence approach from a semantic perspective and construct a model information space for signal sources and channel features.From the high-dimensional semantic space,we excavate the shared and personalized information of semantic information and propose a novel multiple access technology,named model division multiple access(MDMA),which is based on the resource of the semantic domain.From the perspective of information theory,we prove that MDMA can attain more performance gains than traditional multiple access technologies.Simulation results show that MDMA saves more bandwidth resources than traditional multiple access technologies,and that MDMA has at least a 5-dB advantage over NOMA in the additive white Gaussian noise(AWGN)channel under the low signal-to-noise(SNR)condition.展开更多
In this paper, a distortion correction method with reduced complexity is proposed. With the singleparameter division model, the initial approximation of distortion parameters and the distortion center can be calibrate...In this paper, a distortion correction method with reduced complexity is proposed. With the singleparameter division model, the initial approximation of distortion parameters and the distortion center can be calibrated. Based on the distance from the image center to the fitting lines of the extracted curves, a bending measurement function with a weighted factor is proposed to optimize the initial value. Simulation and experiments verify the proposed method.展开更多
针对含有柔性直流装置的主动配电网(active distribution network,ADN),提出应对分布式电源不确定性的基于模型预测控制(model predictive control,MPC)的三相电压分区控制方法:将主动配电网分为若干区域,采用全局优化和区域自治控制的...针对含有柔性直流装置的主动配电网(active distribution network,ADN),提出应对分布式电源不确定性的基于模型预测控制(model predictive control,MPC)的三相电压分区控制方法:将主动配电网分为若干区域,采用全局优化和区域自治控制的时序递进控制策略。全局控制以网损最小为目标进行优化,获得各个区域主导节点的电压和离散设备控制指令;区域自治在全局优化结果的基础上,基于模型预测控制方法进行电压滚动优化控制,以应对分布式电源的瞬时波动。算例表明,该文控制方法相对于传统的开环控制方法,能有效应对分布式电源波动带来的电压越限问题,并且相对集中控制分区控制效率更高。展开更多
基金supported by the National Key R&D Program of China(No.2022YFB2902102)。
文摘In a multi-user system,system resources should be allocated to different users.In traditional communication systems,system resources generally include time,frequency,space,and power,so multiple access technologies such as time division multiple access(TDMA),frequency division multiple access(FDMA),space division multiple access(SDMA),code division multiple access(CDMA),and non-orthogonal multiple access(NOMA)are widely used.In semantic communication,which is considered a new paradigm of the next-generation communication system,we extract high-dimensional features from signal sources in a model-based artificial intelligence approach from a semantic perspective and construct a model information space for signal sources and channel features.From the high-dimensional semantic space,we excavate the shared and personalized information of semantic information and propose a novel multiple access technology,named model division multiple access(MDMA),which is based on the resource of the semantic domain.From the perspective of information theory,we prove that MDMA can attain more performance gains than traditional multiple access technologies.Simulation results show that MDMA saves more bandwidth resources than traditional multiple access technologies,and that MDMA has at least a 5-dB advantage over NOMA in the additive white Gaussian noise(AWGN)channel under the low signal-to-noise(SNR)condition.
文摘In this paper, a distortion correction method with reduced complexity is proposed. With the singleparameter division model, the initial approximation of distortion parameters and the distortion center can be calibrated. Based on the distance from the image center to the fitting lines of the extracted curves, a bending measurement function with a weighted factor is proposed to optimize the initial value. Simulation and experiments verify the proposed method.
文摘针对含有柔性直流装置的主动配电网(active distribution network,ADN),提出应对分布式电源不确定性的基于模型预测控制(model predictive control,MPC)的三相电压分区控制方法:将主动配电网分为若干区域,采用全局优化和区域自治控制的时序递进控制策略。全局控制以网损最小为目标进行优化,获得各个区域主导节点的电压和离散设备控制指令;区域自治在全局优化结果的基础上,基于模型预测控制方法进行电压滚动优化控制,以应对分布式电源的瞬时波动。算例表明,该文控制方法相对于传统的开环控制方法,能有效应对分布式电源波动带来的电压越限问题,并且相对集中控制分区控制效率更高。
