International Journal of Satellite Communications and Networking最新文献

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A probabilistic routing algorithm based on node communication capability and message strength 一种基于节点通信能力和消息强度的概率路由算法
IF 1.7 4区 计算机科学
International Journal of Satellite Communications and Networking Pub Date : 2022-08-02 DOI: 10.1002/sat.1458
Yanan Chang, Qiyun Wan, Jianqun Cui, Ruijie Zhang, Jike Wu, Hao Zhou
{"title":"A probabilistic routing algorithm based on node communication capability and message strength","authors":"Yanan Chang,&nbsp;Qiyun Wan,&nbsp;Jianqun Cui,&nbsp;Ruijie Zhang,&nbsp;Jike Wu,&nbsp;Hao Zhou","doi":"10.1002/sat.1458","DOIUrl":"10.1002/sat.1458","url":null,"abstract":"<div>\u0000 \u0000 <p>In delay-tolerant networks (DTN), node connection time and message transmission time are two important influencing factors that can improve the delivery rate. In this paper, we first define a new concept called communication capability (CC) and then apply this concept to the delivery predictability formulation in Prophet and improve it. Then, in Prophet, the selection of relay nodes relies only on the delivery predictability and ignores the caching and forwarding capability of the node. Therefore, we combine delivery predictability, buffering, and forwarding capability to develop a new adaptive relay node selection strategy. Subsequently, we define two metrics called message priority (MP) and message strength (MS). The node forwards messages sequentially based on message priority and discards messages based on message strength. Finally, we present a probabilistic routing algorithm based on node communication capability and message strength (CAMS). The simulation results show that compared with traditional routing algorithms, the CAMS can effectively improve the message delivery rate, reduce the overhead ratio, and keep average hop counts low.</p>\u0000 </div>","PeriodicalId":50289,"journal":{"name":"International Journal of Satellite Communications and Networking","volume":"41 1","pages":"42-58"},"PeriodicalIF":1.7,"publicationDate":"2022-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43718786","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Joint parameter estimation and decoding in a distributed receiver 分布式接收机中的联合参数估计与解码
IF 1.7 4区 计算机科学
International Journal of Satellite Communications and Networking Pub Date : 2022-07-25 DOI: 10.1002/sat.1460
Ahsan Waqas, Khoa Nguyen, Gottfried Lechner, Terence Chan
{"title":"Joint parameter estimation and decoding in a distributed receiver","authors":"Ahsan Waqas,&nbsp;Khoa Nguyen,&nbsp;Gottfried Lechner,&nbsp;Terence Chan","doi":"10.1002/sat.1460","DOIUrl":"10.1002/sat.1460","url":null,"abstract":"<p>This paper presents an algorithm for iterative joint channel parameter (carrier phase, Doppler shift, and Doppler rate) estimation and decoding of transmission over channels affected by Doppler shift and Doppler rate using a distributed receiver. This algorithm is derived by applying the sum-product algorithm (SPA) to a factor graph representing the joint a posteriori distribution of the information symbols and channel parameters given the channel output. In this paper, we present two methods for dealing with intractable messages of the SPA. In the first approach, we use particle filtering with sequential importance sampling for the estimation of the unknown parameters. We also propose a method for fine-tuning of particles for improved convergence. In the second approach, we approximate our model with a random walk phase model, followed by a phase tracking algorithm and polynomial regression algorithm to estimate the unknown parameters. We derive the Weighted Bayesian Cramer-Rao Bounds for joint carrier phase, Doppler shift, and Doppler rate estimation, which take into account the prior distribution of the estimation parameters and are accurate lower bounds for all considered signal-to-noise ratio values. Numerical results (of bit error rate and the mean-square error of parameter estimation) suggest that phase tracking with the random walk model slightly outperforms particle filtering. However, particle filtering has a lower computational cost than the random walk model-based method.</p>","PeriodicalId":50289,"journal":{"name":"International Journal of Satellite Communications and Networking","volume":"41 1","pages":"59-81"},"PeriodicalIF":1.7,"publicationDate":"2022-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/sat.1460","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46426542","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A post quantum secure construction of an authentication protocol for satellite communication 卫星通信认证协议的后量子安全结构
IF 1.7 4区 计算机科学
International Journal of Satellite Communications and Networking Pub Date : 2022-07-12 DOI: 10.1002/sat.1455
Dharminder Dharminder, Pradeep Kumar Dadsena, Pratik Gupta, Sathya Sankaran
{"title":"A post quantum secure construction of an authentication protocol for satellite communication","authors":"Dharminder Dharminder,&nbsp;Pradeep Kumar Dadsena,&nbsp;Pratik Gupta,&nbsp;Sathya Sankaran","doi":"10.1002/sat.1455","DOIUrl":"10.1002/sat.1455","url":null,"abstract":"<div>\u0000 \u0000 <p>Satellite's communication system is used to communicate under significant distance and circumstances where the other communication systems are not comfortable. Since all the data are exchanged over a public channel, so the security of the data is an essential component for the communicating parties. Both key exchange and authentication are two cryptographic tools to establish a secure communication between two parties. Currently, various kinds of authentication protocols are available to establish a secure network, but all of them depend on number–theoretical (discrete logarithm problem/factorization assumption) hard assumptions. Due to Shor's and Grover's computing algorithm number theoretic assumptions are breakable by quantum computers. Although Kumar and Garg have proposed a quantum attack-resistant protocol for satellite communication, it cannot resist stolen smart card attack. We have analyzed that how Kumar and Garg is vulnerable to the stolen smart card attack using differential power analysis attack described in He et al and Chen and Chen. We have also analyzed the modified version of signal leakage attack and sometimes called improved signal leakage attack on Kumar and Garg's protocol. We have tried to construct a secure and efficient authentication protocol for satellites communication that is secure against quantum computing. This is more efficient as it requires only three messages of exchange. This paper includes security proof and performance of the proposed authentication and key agreement protocol.</p>\u0000 </div>","PeriodicalId":50289,"journal":{"name":"International Journal of Satellite Communications and Networking","volume":"41 1","pages":"14-28"},"PeriodicalIF":1.7,"publicationDate":"2022-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47630683","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
A novel approach for characterization of multibeam communication payloads 一种表征多波束通信有效载荷的新方法
IF 1.7 4区 计算机科学
International Journal of Satellite Communications and Networking Pub Date : 2022-07-05 DOI: 10.1002/sat.1452
Jatin Trivedi, Siddhant Joshi, Rakesh Vyas
{"title":"A novel approach for characterization of multibeam communication payloads","authors":"Jatin Trivedi,&nbsp;Siddhant Joshi,&nbsp;Rakesh Vyas","doi":"10.1002/sat.1452","DOIUrl":"10.1002/sat.1452","url":null,"abstract":"<div>\u0000 \u0000 <p>Communication payload architecture has changed from a conventional single broad beam to a large number of spot beam forms to meet the ever-increasing data rate demand. Owing to the large telecommunication requirements of the user, current generation satellites are equipped with a large number of transponders/beams. Due to the increased number of payload beams, performance evaluation and validation time increases during all stages of the satellite integration process. Also, satellite testing in thermal–vacuum (TVAC) conditions is hugely cost-intensive. Under such circumstances, the conventional test setup established for multibeam payload characterization presents limitations and increases overall measurement time. The paper proposes a novel switch matrix (SWM) based architecture for integrated multibeam payload characterization at payload input and output to significantly reduce effective uplink and downlink transmission line chains required for RF characterization without compromising overall measurement accuracy. We have developed a Telecommand and Telemetry (TCTM) simulator system for closed-loop automated switching of switches in SWM to reduce human intervention and ensure safety aspects of payload. We present the SWM approach for two classes of high throughput satellites (HTS), namely, symmetrical and asymmetrical architectures. The results show that the proposed approach is robust and advantageous in overall RF performance, reduction in the number of interfaces, electromagnetic interference and electromagnetic susceptibility (EMI/EMC) considerations, electrical integrity, and ground test setup complexity compared with conventional characterization philosophy.</p>\u0000 </div>","PeriodicalId":50289,"journal":{"name":"International Journal of Satellite Communications and Networking","volume":"40 5","pages":"357-370"},"PeriodicalIF":1.7,"publicationDate":"2022-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44794839","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
On-orbit results for radial distances between collocated GEO satellites for RF analysis 用于射频分析的同步轨道卫星间径向距离的在轨结果
IF 1.7 4区 计算机科学
International Journal of Satellite Communications and Networking Pub Date : 2022-07-05 DOI: 10.1002/sat.1453
Umit Cezmi Yilmaz
{"title":"On-orbit results for radial distances between collocated GEO satellites for RF analysis","authors":"Umit Cezmi Yilmaz","doi":"10.1002/sat.1453","DOIUrl":"10.1002/sat.1453","url":null,"abstract":"<div>\u0000 \u0000 <p>Because the GEO belt is becoming more and more crowded every day, controlling the number of satellites in the same control box is becoming more common. There are different kinds of collocation strategies to control more than two satellites in the same box, such as (1) eccentricity and inclination separation or (2) longitude separation. TURKSAT has been using option (1) for a long time. In this paper, we demonstrated TURKSAT on-orbit experience to show mainly radial distances between the satellites. The motivation of this study is to demonstrate how often the satellites are becoming behind of each other, which can be used for RF colocation analysis. Most of the cases the worst case for RF interference analysis between two collocated satellites is having zero distance in normal and tangential but having a radial distance only. In this study, based on the radial distance thresholds, the noninterfered link availability is also shown.</p>\u0000 </div>","PeriodicalId":50289,"journal":{"name":"International Journal of Satellite Communications and Networking","volume":"40 5","pages":"371-376"},"PeriodicalIF":1.7,"publicationDate":"2022-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43700230","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Update on supra-annular sizing of transcatheter aortic valve prostheses in raphe-type bicuspid aortic valve disease according to the LIRA method. 根据 LIRA 法对剑突型双尖瓣主动脉瓣疾病的经导管主动脉瓣置换术瓣上尺寸的最新进展。
IF 1.7 4区 计算机科学
International Journal of Satellite Communications and Networking Pub Date : 2022-05-18 eCollection Date: 2022-05-01 DOI: 10.1093/eurheartj/suac014
Gianmarco Iannopollo, Vittorio Romano, Antonio Esposito, Giulia Guazzoni, Marco Ancona, Luca Ferri, Filippo Russo, Barbara Bellini, Nicola Buzzatti, Jonathan Curio, Bernard Prendergast, Matteo Montorfano
{"title":"Update on supra-annular sizing of transcatheter aortic valve prostheses in raphe-type bicuspid aortic valve disease according to the LIRA method.","authors":"Gianmarco Iannopollo, Vittorio Romano, Antonio Esposito, Giulia Guazzoni, Marco Ancona, Luca Ferri, Filippo Russo, Barbara Bellini, Nicola Buzzatti, Jonathan Curio, Bernard Prendergast, Matteo Montorfano","doi":"10.1093/eurheartj/suac014","DOIUrl":"10.1093/eurheartj/suac014","url":null,"abstract":"<p><p>Recent evidence has shown that transcatheter heart valve (THV) anchoring in bicuspid aortic valve (BAV) patients occurs at the level of the raphe, known as the LIRA (Level of Implantation at the RAphe) plane. Our previous work in a cohort of 20 patients has shown that the delineation of the perimeter and device sizing at this level is associated with optimal procedural outcome. The goals of this study were to confirm the feasibility of this method, evaluate 30-day outcomes of LIRA sizing in a larger cohort of patients, assess interobserver variation and reproducibility of this sizing methodology, and analyse the interaction of LIRA-sized prostheses with the surrounding anatomy. The LIRA sizing method was applied to consecutive patients presenting to our centre with raphe-type BAV disease between November 2018 and October 2021. Supra-annular self-expanding THVs were sized based on baseline CT scan perimeters at the LIRA plane and the virtual basal ring. In cases where there was discrepancy between the two measurements, the plane with the smallest perimeter was considered the reference for prosthesis sizing. Post-procedural device success, defined according to Valve Academic Research Consortium-2 (VARC-2) criteria, was evaluated in the overall cohort. A total of 50 patients (mean age 80 ± 6 years, 70% male) with raphe-type BAV disease underwent transcatheter aortic valve replacement (TAVR) using different THV prostheses. The LIRA plane method appeared to be highly successful (100% VARC-2 device success) with no procedural mortality, no valve migration, no moderate-severe paravalvular leak, and low transprosthetic gradients (residual mean gradient 8.2 ± 3.4 mmHg). There were no strokes, no in-hospital or 30-day mortality, and an incidence of in-hospital pacemaker implantation of 10%. Furthermore, measurement of the LIRA plane perimeter was highly reproducible between observers (<i>r</i> = 0.980; <i>P</i> < 0.001) and predictive of the post-procedural prosthetic valve perimeter on CT scanning (<i>r</i> = 0.981; <i>P</i> < 0.001). We confirm the feasibility of supra-annular sizing using the LIRA method in a large cohort of patients with high procedural success and good clinical outcomes at 30 days. Application of the LIRA method optimizes THV prosthesis sizing in patients with raphe-type BAV disease.</p>","PeriodicalId":50289,"journal":{"name":"International Journal of Satellite Communications and Networking","volume":"24 1","pages":"C233-C242"},"PeriodicalIF":1.7,"publicationDate":"2022-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9117906/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73137971","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cooperative multigroup multicast beamforming for cache-enabled ultra-dense low earth orbit satellite constellation networks 支持缓存的超密集低地球轨道卫星星座网络的合作多组多播波束形成
IF 1.7 4区 计算机科学
International Journal of Satellite Communications and Networking Pub Date : 2022-05-18 DOI: 10.1002/sat.1445
Jianfei Tong, Cheng Wang, Xiaoyan Zhao, Gaofeng Cui, Weidong Wang
{"title":"Cooperative multigroup multicast beamforming for cache-enabled ultra-dense low earth orbit satellite constellation networks","authors":"Jianfei Tong,&nbsp;Cheng Wang,&nbsp;Xiaoyan Zhao,&nbsp;Gaofeng Cui,&nbsp;Weidong Wang","doi":"10.1002/sat.1445","DOIUrl":"10.1002/sat.1445","url":null,"abstract":"<div>\u0000 \u0000 <p>The ultra-dense low earth orbit (LEO) satellite constellation (UD-LSC) networks are expected to be incorporated in future wireless networks, particularly 6G networks, to provide global wireless access with enhanced data rates. This paper investigates the downlink multigroup multicast transmission for UD-LSC networks, in which LEO satellites provide the multicast service for ground users with full frequency reuse. Moreover, in-network caching, as a key enabling technology of information-centric networking, is brought into UD-LSC networks to achieve both bandwidths saving and delay reduction. However, the multicast capacity is constrained by the signal to interference and noise ratio (SINR) of bottleneck users in each multicast group. Besides, the high-speed movement of LEO satellites makes cache placement and updating more challenging than ground networks with immobile base stations. To track these problems, we first propose a cache-enabled multi-satellite cooperation framework and formulate the multicast transmission problem and the content caching problem. Then, to reduce the average content delivery delay (CDD) of ground users, we propose a cooperative multicast beamforming and transmission-aware dynamic caching (CMB-TDC) algorithm based on the sample average approach and successive convex approximation. Simulation results show that the proposed CMB-TDC algorithm can improve the multicast capacity, and then the average CDD is reduced for UD-LSC networks.</p>\u0000 </div>","PeriodicalId":50289,"journal":{"name":"International Journal of Satellite Communications and Networking","volume":"40 5","pages":"343-356"},"PeriodicalIF":1.7,"publicationDate":"2022-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43273593","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on GNSS interference recognition based on ROI of correlation peaks 基于相关峰ROI的GNSS干扰识别研究
IF 1.7 4区 计算机科学
International Journal of Satellite Communications and Networking Pub Date : 2022-04-23 DOI: 10.1002/sat.1444
Bin Yang, Chunxiao Dong, Bo Gao, Yongjun Liu, Weijia Cui, Fei Gao
{"title":"Research on GNSS interference recognition based on ROI of correlation peaks","authors":"Bin Yang,&nbsp;Chunxiao Dong,&nbsp;Bo Gao,&nbsp;Yongjun Liu,&nbsp;Weijia Cui,&nbsp;Fei Gao","doi":"10.1002/sat.1444","DOIUrl":"10.1002/sat.1444","url":null,"abstract":"<div>\u0000 \u0000 <p>The general Global Navigation Satellite System (GNSS) receiver faces several challenges because of jamming signals, spoofing signals, and multipath signals, which severely influence its safety. In this paper, a receiver scheme with an interference recognition function is designed. In the latter, the correlation peak with different shapes is produced according to different interferences. The machine learning method is then applied to recognize and classify these feature maps. This transforms the interference recognition problem into a machine learning-based classification problem. In order to reduce the complexity of the machine learning network, only the finite-length correlation peak region of interest (ROI) is extracted as network input, endowing the shallow neural network with the interference recognition function. Afterward, five data acquisition environments are designed: authentic, spoofing, jamming, non-line-of-sight (NLOS) multipath, and line-of-sight (LOS) multipath. Moreover, several experimental data are acquired, followed by the production of the correlation peak maps dataset, that are then learned and tested using two machine learning networks: one-dimensional convolutional neural network (1D-CNN) and bidirectional long short-term memory neural network (BiLSTM-NN). The results demonstrate that a recognition accuracy rate of over 98% can be reached using the shallow machine learning network.</p>\u0000 </div>","PeriodicalId":50289,"journal":{"name":"International Journal of Satellite Communications and Networking","volume":"40 5","pages":"330-342"},"PeriodicalIF":1.7,"publicationDate":"2022-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"51508662","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A note on an enhanced dynamic authentication scheme for mobile satellite communication systems 关于移动卫星通信系统的增强动态认证方案的说明
IF 1.7 4区 计算机科学
International Journal of Satellite Communications and Networking Pub Date : 2022-04-18 DOI: 10.1002/sat.1443
Uddeshaya Kumar, Manish Garg
{"title":"A note on an enhanced dynamic authentication scheme for mobile satellite communication systems","authors":"Uddeshaya Kumar,&nbsp;Manish Garg","doi":"10.1002/sat.1443","DOIUrl":"10.1002/sat.1443","url":null,"abstract":"<div>\u0000 \u0000 <p>Recently, Yulei Chen and Jianhua Chen (An enchanced dynamic authentication scheme for mobile satellite communication systems. Int J Satell Commun Netw. 2020; 39(3): 250-262) presented an enhanced dynamic authentication scheme for mobile satellite communication systems in 2020. The authors found that there is a flaw in the authentication phase of the scheme proposed by Yulei Chen and Jianhua Chen's scheme. Due to this flaw, user is unable to authenticate to NCC (network control center) and also fails to establish the session key with NCC. In this paper, the authors improved the Yulei Chen and Jianhua Chen's scheme. In the proposed scheme, it is shown that user is able to authenticate to NCC (network control center) and also establish the session key with NCC. The authors also demonstrate that the computation cost and communication cost are also decreased.</p>\u0000 </div>","PeriodicalId":50289,"journal":{"name":"International Journal of Satellite Communications and Networking","volume":"40 5","pages":"317-329"},"PeriodicalIF":1.7,"publicationDate":"2022-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46882041","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Issue Information 问题信息
IF 1.7 4区 计算机科学
International Journal of Satellite Communications and Networking Pub Date : 2022-04-11 DOI: 10.1002/sat.1408
{"title":"Issue Information","authors":"","doi":"10.1002/sat.1408","DOIUrl":"https://doi.org/10.1002/sat.1408","url":null,"abstract":"No abstract is available for this article.","PeriodicalId":50289,"journal":{"name":"International Journal of Satellite Communications and Networking","volume":" ","pages":""},"PeriodicalIF":1.7,"publicationDate":"2022-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47916472","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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