Study On Optical Communications, Volume. 48, Issue 2, 61(2022)
Optimal Design of Mobile Fronthaul Delta-Sigma Modulator based on Search Algorithm
The Common Public Radio Interface (CPRI) used in mobile fronthaul has low spectrum efficiency. In this paper, we propose to use Delta-Sigma Modulation (DSM) technology as a new fronthaul interface. In addition, to solve the problem of high computational complexity in the parameter searching of high-order stable Delta-Sigma modulator, Genetic Algorithm (GA) is used to search and optimize the structural parameters of the fourth-order Delta-Sigma modulator. The simulation results under the optimized structural parameters are compared with those under the original structural parameters. Under the condition of 1 bit quantization, the Delta-Sigma modulator with optimized parameters increases the transmission capacity of the system while the average Error Vector Magnitude (EVM) decreases from 0.031 to 0.028. In the case of 2 bit quantization, the average EVM decreases from 0.013 to 0.011.
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WU Zi-qiang, ZHONG Lin-sheng, TAN Da-yong, YANG Qi. Optimal Design of Mobile Fronthaul Delta-Sigma Modulator based on Search Algorithm[J]. Study On Optical Communications, 2022, 48(2): 61
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Received: Jun. 4, 2021
Accepted: --
Published Online: Apr. 20, 2022
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