短波通信接入网广域协作资源分配算法

doi:10.11959/j.issn.1000-436x.2023014

Abstract

Abstract:

Aiming at the problem that short-wave point-to-point communication was not reliable enough to meet the actual needs, a wide area cooperative resource allocation algorithm based on shortwave communication access network was proposed.The reliability of the shortwave communication was improved by invoking multiple stations to coordinately guarantee users from different channels.The resource allocation problem was decomposed into two sub-problems of channel and station matching and station allocation.Firstly, the maximum expected success rate matching model was established to match the channel and the station, and the stations allocated to the channel were combined into different guarantee schemes.Then, the fuzzy analytic hierarchy process and the entropy weight method were used to obtain the subjective and objective scores of the scheme, and the optimal scheme was selected through fusion of evidence reasoning.The results show that the proposed algorithm can effectively improve the success rate of shortwave communication and has good adaptability.

Key words: shortwave communication, resource allocation, fuzzy analytic hierarchy process, entropy weight method, evidential reasoning

CLC Number:

TN925

Guojun LI, Xu HOU, Changrong YE, Yiping LUO. Wide area cooperative resource allocation algorithm for shortwave communication access network[J]. Journal on Communications, 2023, 44(2): 112-121.

Figures/Tables 10

模糊数	重要性比较	TFN标度	TFN倒数
1	相等	(1,1,1)	(1,1,1)
2	中间值	(1,1,3)	$(\frac{1}{3}, 1, 1)$
3	稍重要	(1,2,4)	$(\frac{1}{4}, \frac{1}{2}, 1)$
4	中间值	(1,3,5)	$(\frac{1}{5}, \frac{1}{3}, 1)$
5	重要	(2,4,6)	$(\frac{1}{6}, \frac{1}{4}, \frac{1}{2})$
6	中间值	(4,6,8)	$(\frac{1}{8}, \frac{1}{6}, \frac{1}{4})$
7	很重要	(5,7,9)	$(\frac{1}{9}, \frac{1}{7}, \frac{1}{5})$
8	中间值	(6,8,10)	$(\frac{1}{10}, \frac{1}{8}, \frac{1}{6})$
9	极重要	(7,9,11)	$(\frac{1}{11}, \frac{1}{9}, \frac{1}{7})$

参数	方案期望成功率	方案代价	期望偏差	用户满意度	时延
方案期望成功率	(1,1,1)	(1,2,4)	(1,3,5)	(2,4,6)	(4,6,8)
方案代价	$(\frac{1}{4}, \frac{1}{2}, 1)$	(1,1,1)	(1,1,3)	(1,2,4)	(1,3,5)
期望偏差	$(\frac{1}{5}, \frac{1}{3}, 1)$	$(\frac{1}{3}, 1, 1)$	(1,1,1)	(1,1,3)	(1,2,4)
用户满意度	$(\frac{1}{6}, \frac{1}{4}, \frac{1}{2})$	$(\frac{1}{4}, \frac{1}{2}, 1)$	$(\frac{1}{3}, 1, 1)$	(1,1,1)	(1,1,3)
方案时延	$(\frac{1}{8}, \frac{1}{6}, \frac{1}{4})$	$(\frac{1}{5}, \frac{1}{3}, 1)$	$(\frac{1}{4}, \frac{1}{2}, 1)$	$(\frac{1}{3}, 1, 1)$	(1,1,1)

References ［18］

［1］	唐光亮, 刘国泽．短波接入组网技术［J］．通信技术, 2008,41(6): 41-42．
	TANG G L , LIU G Z ． HF access technology［J］． Communications Technology, 2008,41(6): 41-42．
［2］	段瑞杰, 姚富强, 李永贵 ,等．基于图着色理论的短波无线接入网动态频谱分配方法［J］．计算机工程, 2016,42(4): 94-100．
	DUAN R J , YAO F Q , LI Y G ,et al． Dynamic spectrum allocation method of shortwave radio access network based on graph coloring theory［J］． Computer Engineering, 2016,42(4): 94-100．
［3］	刘青龙, 董家山．短波广域分集技术研究［J］．电子技术应用, 2016,42(6): 25-29,33．
	LIU Q L , DONG J S ． Research on HF wide area diversity technology［J］． Application of Electronic Technique, 2016,42(6): 25-29,33．
［4］	刘岗, 任清华, 刘芸江．加权算法下短波地空信道质量排序及性能评估［J］．计算机工程与应用, 2011,47(5): 137-140,209．
	LIU G , REN Q H , LIU Y J ． Research on sequence of channel quality and performance assessment for HF air-ground communication based on weighted algorithm［J］． Computer Engineering and Applications, 2011,47(5): 137-140,209．
［5］	刘硕, 刘芸江, 李曼 ,等．基于层次分析法的短波地空网链路优选算法［J］．火力与指挥控制, 2018,43(1): 22-26,31．
	LIU S , LIU Y J , LI M ,et al． Optimization link algorithm of high frequency ground-to-air network based on analytic hierarchy process［J］． Fire Control ＆ Command Control, 2018,43(1): 22-26,31．
［6］	刘学宇．基于短波中长期频率预报软件VOACAP的自动选频技术研究［D］．西安:西安电子科技大学, 2013．
	LIU X Y ． Research on technologies of automatic frequency selection based on VOACAP［D］． Xi’an:Xidian University, 2013．
［7］	李国军．强噪声背景下短波电报信号自动检测技术研究［D］．重庆:重庆邮电大学, 2009．
	LI G J ． Study of automatic detection techniques for high-frequency telegraph signal in strong noise environment［D］． Chongqing:Chongqing University of Posts and Telecommunications, 2009．
［8］	李国军, 徐小飞, 叶昌荣 ,等．面向远海岛礁环境监测的天波超视距传输技术［J］．物联网学报, 2018,2(3): 61-70．
	LI G J , XU X F , YE C R ,et al． A transmission technology of environmental monitoring for ocean based on over-the-horizon skywave［J］． Chinese Journal on Internet of Things, 2018,2(3): 61-70．
［9］	甘良才, 邹学玉, 吴燕翔 ,等．一种短波跳频网的固定信道分配算法［J］．通信学报, 2000,21(12): 84-89．
	GAN L C , ZOU X Y , WU Y X ,et al． A algorithm for fixed channel assignment in short wave hopping network［J］． Journal of China Institute of Communications, 2000,21(12): 84-89．
［10］	周得敏, 刘芸江, 李曼 ,等．基于ITS和OPNET软件联合的短波网络仿真方法［J］．火力与指挥控制, 2016,41(11): 16-20．
	ZHOU D M , LIU Y J , LI M ,et al． A combined simulation method of HF network based on ITS and OPNET［J］． Fire Control ＆ Command Control, 2016,41(11): 16-20．
［11］	李国军, 郑广发, 叶昌荣 ,等．基于稳健卡尔曼滤波的倾斜探测电离层MUF短期预报方法［J］．通信学报, 2021,42(1): 79-86．
	LI G J , ZHENG G F , YE C R ,et al． Short-term prediction method of oblique sounding ionosphere MUF based on robust Kalman filter［J］． Journal on Communications, 2021,42(1): 79-86．
［12］	刘军, 李晓楠．基于层次分析法的 WLAN/蜂窝网络切换判决算法［J］．通信学报, 2013,34(2): 65-72．
	LIU J , LI X N ． Handover algorithm for WLAN/cellular networks with analytic hierarchy process［J］． Journal on Communications, 2013,34(2): 65-72．
［13］	孔峰, 刘鸿雁． AHP综合排序算法分析及其改进［J］．哈尔滨工业大学学报, 2009,41(4): 260-263．
	KONG F , LIU H Y ． Analysis and improvement on final ranking of AHP algorithm［J］． Journal of Harbin Institute of Technology, 2009,41(4): 260-263．
［14］	TRESTIAN R , ORMOND O , MUNTEAN G M ． Performance evaluation of MADM-based methods for network selection in a multimedia wireless environment［J］． Wireless Networks, 2015,21(5): 1745-1763．
［15］	BüYüK?ZKAN G , KAHRAMAN C , DA R ． A fuzzy multi-criteria decision approach for software development strategy selection［J］． International Journal of General Systems, 2004,33(2/3): 259-280．
［16］	HML A , WHZ A , SLSB C ,et al． Inundation risk assessment of metro system using AHP and TFN-AHP in Shenzhen［J］． Sustainable Cities and Society, 2020,56:102103．
［17］	杜元伟, 孙永河, 段万春．证据理论的主客观整合推理方法［J］．计算机工程, 2011,37(6): 41-43．
	DU Y W , SUN Y H , DUAN W C ． Subjectivity and objectivity integrated reasoning approach of evidence theory［J］． Computer Engineering, 2011,37(6): 41-43．
［18］	李洪瑶, 李小强, 韩心中 ,等．基于决策融合的多无人机协同目标检测识别算法［J］．系统工程与电子技术, 2022,44(3): 746-754．
	LI H Y , LI X Q , HAN X Z ,et al． Cooperative object detection and recognition algorithm for multiple UAVs based on decision fusion［J］． Systems Engineering and Electronics, 2022,44(3): 746-754．

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Wide area cooperative resource allocation algorithm for shortwave communication access network

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