دورية أكاديمية
Electromagnetic Spectrum Allocation Method for Multi-Service Irregular Frequency-Using Devices in the Space–Air–Ground Integrated Network
| العنوان: | Electromagnetic Spectrum Allocation Method for Multi-Service Irregular Frequency-Using Devices in the Space–Air–Ground Integrated Network |
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| المؤلفون: | Yongchao Meng, Peihan Qi, Qian Lei, Zhengyu Zhang, Jinyang Ren, Xiaoyu Zhou |
| المصدر: | Sensors, Vol 22, Iss 23, p 9227 (2022) |
| بيانات النشر: | MDPI AG, 2022. |
| سنة النشر: | 2022 |
| المجموعة: | LCC:Chemical technology |
| مصطلحات موضوعية: | space–air–ground integrated network, spectrum allocation, priority, orthogonal experiment, niche method, micro genetic algorithm, Chemical technology, TP1-1185 |
| الوصف: | The management and allocation of electromagnetic spectrum resources is the inner driving force of the construction of the space–air–ground integrated network. Existing spectrum allocation methods are difficult to adapt to the scenario where the working bandwidth of multi-service frequency-using devices is irregular and the working priorities are different. In this paper, an orthogonal genetic algorithm based on the idea of mixed niches is proposed to transform the problem of frequency allocation into the optimization problem of minimizing the electromagnetic interference between frequency-using devices in the integrated network. At the same time, a system model is constructed that takes the minimum interference effect of low-priority-to-high-priority devices as the objective function and takes the protection frequency and natural frequency as the constraint conditions. In this paper, we not only introduce the thought of niches to improve the diversity of the population but also use an orthogonal uniform crossover operator to improve the search efficiency. At the same time, we use a standard genetic algorithm and a micro genetic algorithm to optimize the model. The global searchability and local search precision of the proposed algorithm are all improved. Simulation results show that compared with the existing methods, the proposed algorithm has the advantages of fast convergence, strong stability and good optimization effect. |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English |
| تدمد: | 22239227 1424-8220 |
| Relation: | https://www.mdpi.com/1424-8220/22/23/9227; https://doaj.org/toc/1424-8220 |
| DOI: | 10.3390/s22239227 |
| URL الوصول: | https://doaj.org/article/343ad9a761a64e0a815289e878b18abc |
| رقم الأكسشن: | edsdoj.343ad9a761a64e0a815289e878b18abc |
| قاعدة البيانات: | Directory of Open Access Journals |
Full Text Finder | تدمد: | 22239227 14248220 |
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| DOI: | 10.3390/s22239227 |