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Analysis of Industrial Internet of Things and Digital Twins 工业物联网与数字孪生分析
Pub Date : 2021-07-27 DOI: 10.12142/ZTECOM.202102007
Tan Jie, Sha Xiubin, Dai Bo, Lu Ting
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引用次数: 4
Maximum-Profit Advertising Strategy Using Crowdsensing Trajectory Data 基于众感轨迹数据的最大化利润广告策略
Pub Date : 2021-07-27 DOI: 10.12142/ZTECOM.202102005
Lou Kaihao, Y. Yongjian, Yang Funing, Z. Xingliang
Out-door billboard advertising plays an important role in attracting potential cus⁃ tomers. However, whether a customer can be attracted is influenced by many factors, such as the probability that he/she sees the billboard, the degree of his/her interest, and the detour dis⁃ tance for buying the product. Taking the above factors into account, we propose advertising strategies for selecting an effective set of billboards under the advertising budget to maximize commercial profit. By using the data collected by Mobile Crowdsensing (MCS), we extract po⁃ tential customers’implicit information, such as their trajectories and preferences. We then study the billboard selection problem under two situations, where the advertiser may have only one or multiple products. When only one kind of product needs advertising, the billboard se⁃ lection problem is formulated as the probabilistic set coverage problem. We propose two heu⁃ ristic advertising strategies to greedily select advertising billboards, which achieves the expect⁃ ed maximum commercial profit with the lowest cost. When the advertiser has multiple prod⁃ ucts, we formulate the problem as searching for an optimal solution and adopt the simulated annealing algorithm to search for global optimum instead of local optimum. Extensive experi⁃ ments based on three real-world data sets verify that our proposed advertising strategies can achieve the superior commercial profit compared with the state-of-the-art strategies.
户外广告牌广告在吸引潜在客户方面发挥着重要作用。然而,是否能吸引到顾客受到很多因素的影响,例如他/她看到广告牌的概率,他/她的兴趣程度,以及购买产品的绕路距离。综合以上因素,我们提出广告策略,在广告预算下选择一套有效的广告牌,实现商业利润最大化。通过移动众测(MCS)收集的数据,我们提取了潜在客户的隐性信息,如他们的轨迹和偏好。然后,我们研究了两种情况下的广告牌选择问题,广告商可能只有一种或多种产品。当只有一种产品需要广告时,将广告牌选择问题表述为概率集覆盖问题。提出两种唯心广告策略,贪婪地选择广告牌,以最低的成本获得预期的最大商业利润。当广告主有多个产品时,我们将问题表述为寻找最优解,并采用模拟退火算法寻找全局最优而不是局部最优。基于三个真实数据集的大量实验验证了我们提出的广告策略与最先进的策略相比可以获得更高的商业利润。
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引用次数: 0
Differentially Authorized Deduplication System Based on Blockchain 基于区块链的差异授权重复数据删除系统
Pub Date : 2021-07-27 DOI: 10.12142/ZTECOM.202102009
Z. Tian, Li Hui, Yang Xin, Wang Han, Z. Ming, Guo Haisheng, Wang Dezheng
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引用次数: 1
Cluster Head Selection Algorithm for UAV Assisted Clustered IoT Network Utilizing Blockchain 基于区块链的无人机集群物联网簇头选择算法
Pub Date : 2021-04-09 DOI: 10.12142/ZTECOM.202101005
Lin Xinhua, Zhang Jing, Li Qiang
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引用次数: 1
Adaptability Analysis of IP Routing Protocol in Broadband LEO Constellation Systems 宽带LEO星座系统中IP路由协议的适应性分析
Pub Date : 2021-01-13 DOI: 10.12142/ZTECOM.202004006
Sun Chenhua, Y. Bo, Liang Xudong, Tianzhang Xing, Pang Ce
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引用次数: 0
Advanced Space Laser Communication Technology on CubeSats 基于立方体卫星的先进空间激光通信技术
Pub Date : 2021-01-13 DOI: 10.12142/ZTECOM.202004007
Li Li, Zhang Xuejiao, Z. Jianhua, Xu Changzhi, Jin Yi
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引用次数: 11
Space‑Terrestrial Integrated Architecture for Internet of Things 物联网的天地一体化体系结构
Pub Date : 2021-01-13 DOI: 10.12142/ZTECOM.202004002
Zhang Gengxin, Ding Xiaojin, QU Zhicheng
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引用次数: 2
M‑IRSA: Multi‑Packets Transmitted Irregular Repetition Slotted Aloha M - IRSA:多包传输不规则重复开槽Aloha
Pub Date : 2021-01-13 DOI: 10.12142/ZTECOM.202004009
Sun Jingyun, Liu Zhen, Wu Yang
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引用次数: 0
Robust Lane Detection and Tracking Based on Machine Vision 基于机器视觉的鲁棒车道检测与跟踪
Pub Date : 2021-01-13 DOI: 10.12142/ZTECOM.202004010
Fan Guotian, L. Bo, Han Qin, Jiao Rihua, Qu Gang
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引用次数: 6
Balanced Discriminative Transfer Feature Learning for Visual Domain Adaptation 视觉域适应的平衡判别迁移特征学习
Pub Date : 2021-01-13 DOI: 10.12142/ZTECOM.202004011
Sun Limin, Zhang Qiang, Liang Shuang, LiuChi Harold
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引用次数: 1
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