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139 results about "Symbol error rate" patented technology

The average probability of symbol error, also known as the average symbol error rate (SER), when symbols are equally-likely, is as follows: where the integral is N-dimensional, and in general, the N-dimensional integration cannot be analytically done, and instead it should be numerically calculated.

Precoding design method of maximized minimum signal to noise ratio in large-scale MIMO (multiple input multiple output) system

The invention relates to a precoding design method of a maximized minimum signal to noise ratio in a large-scale MIMO (multiple input multiple output) system. At first, according to an instant receiving signal to noise ratio of a sub-channel in every radio frequency port of a ZF (zero frequency) receiver used by a base station terminal in an uplink, a mean receiving signal to noise ratio is obtained by using a multivariate statistics method; the sub-channel is optimized on the basis of the maximized minimum mean receiving signal to noise ratio rule; according to the independence of distribution type MIMO ports, the optimization of the mean receiving signal to noise ratio is decomposed to be a precoding matrix design under the limit of independent power in ports and the total power restraint power distribution optimization design between ports; finally, the optimal precoding matrix is obtained. The precoding design method of the maximized minimum signal to noise ratio in the large-scale MIMO obtains the optimal porecoding matrix by bysing the statistical information of a channel only, and has low system feedback cost; meanwhile, in comparison to the traditional power distribution method, the method can obviously improve the mean symbol error rate performance of a system, and thereby promoting the feasibility of the method in actual application.
Owner:ZHENGZHOU UNIV

Method for blind detection and modulation constellation optimization in wireless optical communication and storage medium

The invention discloses a channel statistical information based maximum likelihood blind detection method and a transmission modulation constellation optimization design method in a large-scale MIMO (multiple-input multiple-output) outdoor wireless optical communication system in the technical field of communication. The method includes: under the condition of large-scale transceiving antennas, determining that receiving end signals approximately comply with Gaussian distribution according to the central-limit theorem and the law of large numbers to further obtain an asymptotically optimal judgment threshold of receiving signals of any modulataion orders; according to an exponential attenuation item which is a main component of a system average symbol error rate, adopting a principle of maximizing minimum exponential attenuation coefficients to perform modulation constellation optimization design to minimize the system average symbol error rate; finally adopting a numerical iterative solution method to obtain optimized modulation constellations, so that system performances are evidently improved. Compared with a traditional method, the method has advantages that by optimal detection of the transceiving signals and modulation constellation optimization design according to channel statistical information, the system performances can be evidently improved and approach to known channel information system performances while low system cost is realized, and accordingly feasibility of the method in practical application is improved.
Owner:ZHENGZHOU UNIV
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