Laser & Optoelectronics Progress, Volume. 58, Issue 11, 1112009(2021)
Placement Optimization of iGPS Transmitter Based on Immune Optimization Algorithm
To obtain a better transmitter layout and enable the system to achieve higher positioning accuracy, we propose an iGPS transmitter layout optimization method based on an immune optimization algorithm. According to the system's measurement principle, we obtain the measurement uncertainty model of the system. Besides, we establish the affinity function and utilize the immune optimization algorithm for optimizing the transmitter layout. Finally, we verify the results through the simulation. The simulation analysis shows that the proposed method can significantly optimize the transmitter layout and improve the system's measurement accuracy. Thus, the immune optimization algorithm has a better global optimization effect than the genetic algorithm and can obtain better placement of transmitters.
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Jingtao Fan, Xiang Huang, Qi Zeng, Ziyue Zhao, Zhufeng Shi. Placement Optimization of iGPS Transmitter Based on Immune Optimization Algorithm[J]. Laser & Optoelectronics Progress, 2021, 58(11): 1112009
Category: Instrumentation, Measurement and Metrology
Received: Oct. 29, 2020
Accepted: Dec. 17, 2020
Published Online: Jun. 7, 2021
The Author Email: Huang Xiang (xhuang@nuaa.edu.cn)