Gravity Model for Flow Migration Within Wireless Communication Networks
نویسندگان
چکیده
This paper investigated an Iraqi dataset from Korek Telecom Company as Call Detail Recorded (CDRs) for six months falling between Sep. 2020-Feb. 2021. data covers 18 governorates, and it falls within the period of COVID-19. The Gravity algorithm was applied into two levels abstraction in deriving results macroscopic mesoscopic respectively. goal this study to reveal strength weakness people migration in-between cities. Thus, has been clear that relationship each city with others is based on mobile people. However, COVID-19 effects people’s needed be explored. Whereas main function gravity model clarify flows through modeling spatial interaction. implemented using Python scripting language. It concluded a powerful ability analyze movement According mean result showing highest attraction Babil Anbar governorates amounted , while lowest Wasit Thi-Qar ranged .
منابع مشابه
bandwidth estimation in wireless networks (tcp-bwiw): to improve tcp performance in wireless communication networks
as wireless networks with high data rate get widely deployed, improving the performance of tcp over these networks plays vital role. wireless link losses have dramatic adverse impact on tcp performance due to the difficulty in distinguishing the congestion losses from wireless link losses. we first, studied the various existing bandwidth estimation algorithms over the wireless networks. in this...
متن کاملA gravity model for inter-city telephone communication networks
In this paper, we consider a network of mobile phone customers aggregated by geographical proximity. We analyze the anonymous communications patterns of 2.5 million customers of a Belgian mobile phone operator. Grouping customers by billing address, we obtain a two-layer network. The lower layer the microscopic network is built from individual human-to-human communications. The upper layer the ...
متن کاملQuasi Random Deployment Strategy for Reliable Communication Backbones in Wireless Sensor Networks
Topology construction and topology maintenance are significant sub-problems of topology control. Spanning tree based algorithms for topology control are basically transmission range based type construction algorithms. The construction of an effective backbone, however, is indirectly related to the placement of nodes. Also, the dependence of network reliability on the communication path undertak...
متن کاملa model for qos-aware wireless communication in hospitals
abstract in recent decade, the research regarding wireless applications in e-health services has increased. simple communications, fast delivery of medical information, reducing treatment cost and reducing the medical workers error rate, are the main benefits of using wireless technologies in e-health applications. but on the other hand using wireless technologies causes the electromagnetic int...
متن کاملData Flow Communication without Interference in Wireless Sensor Networks
Wireless Sensor Networks (WSNs) performs by collecting the sensed data from various sensor nodes and store them for future processing. The performance of sensor network application is based on energy efficiency which is maintained wholesome by processing the queries at MAC layer. In this paper it is decided to propose data flow without a little interference using Interferenceless Data Flow (IDF...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Iraqi journal of science
سال: 2022
ISSN: ['0067-2904', '2312-1637']
DOI: https://doi.org/10.24996/ijs.2022.63.10.32