The integration of Wireless Sensor Networks, Mobile Networks and Cloud Engineering for a decision support system - A Systematic Literature Review

Gashi, Luan; Luma, Artan; Januzaj, Ylber

doi:10.1109/hora55278.2022.9799924

Cited by 4 publications

(5 citation statements)

References 85 publications

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“…To accomplish this, initially, we referred to our ongoing research which is based on published results of a systematic literature review [2]. Then, we continued with findings on related works which supported us to formulate the problem statement regarding placing a service considering the cybersecurity manner.…”

Section: Discussionmentioning

confidence: 99%

“…Step 2. Apply the K-means approach through which the cluster head will be selected according to the initial network parameters to establish the communication by using the formula: 2 (2)…”

Section: Proposed Methodologymentioning

confidence: 99%

“…According to our earlier research [2], the model for a recommender system that transmits WSN data through Next Generation of Mobile Networks (NGMN) can be deployed by using multi-tier computing networks. There are plenty of indications that an integrated model which transmits WSNs data through NGMN, can be deployed using edge, fog, and cloud computing.…”

Section: Introductionmentioning

confidence: 99%

“…Moreover, our findings show that WSNs are considered a subset of IoT and have the same limitations considering their processing, storing, and transmitting data. So far, cloud computing is shown as a helpful technology, but it must be deployed closer to sensor gateways to decrease network latencies and response time, and this issue would be mitigated by using edge or fog and cloud computing, where the next generation of mobile networks such as 5G and 6G play the leading role by improving the latency during data transmission [2].…”

Section: Introductionmentioning

confidence: 99%

See 3 more Smart Citations

A Secure Recommender System Model for Service Placement in Wireless Networks

Gashi

Luma²,

Snopce³

et al. 2023

Int. J. Interact. Mob. Technol.

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Edge or fog computing are being used to reduce latency between end devices and traditional cloud computing. The latest developments that have improved the hardware aspects of wireless sensors and mobile networks, gave the opportunity for other enhancements if such technologies are integrated between them. Regarding this enhanced heterogeneous environment, the approach of placing services needs to reconsider the security aspects. We have developed a baseline method of a solution which fulfills the cybersecurity requirements converging with the proposed multi-tier integrated model, that enhances the K-means algorithm with added processing steps supplying the criteria of the CIA triad.

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Section: Discussionmentioning

confidence: 99%

“…Step 2. Apply the K-means approach through which the cluster head will be selected according to the initial network parameters to establish the communication by using the formula: 2 (2)…”

Section: Proposed Methodologymentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

See 2 more Smart Citations

A Secure Recommender System Model for Service Placement in Wireless Networks

Gashi

Luma²,

Snopce³

et al. 2023

Int. J. Interact. Mob. Technol.

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“…WSNs are defined as self-configured and infrastructureless wireless networks that enable the observation of physical or environmental conditions and the direct transfer of information over the network to the sink where information is usually visualized and analysed. The application areas of WSNs are very wide [3].…”

Section: Related Workmentioning

confidence: 99%

Heterogeneous Wireless Sensor Networks Enabled Situational Awareness Enhancement for Armed Forces Operating in an Urban Environment

Kaniewski,

Romanik,

Zubel

et al. 2023

2023 Communication and Information Technologies (KIT)

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Situational awareness of armed forces acting in an urban environment is a key factor determining the success of military operations. In 2021 the European Defence Agency established the project on Wireless Sensor Networks for Urban Local Areas Surveillance. The main goal of the project is to assess how the situational awareness in an urban environment can be enhanced with the application of heterogeneous, autonomous and reconfigurable sensors. The paper presents a novel comprehensive approach that takes into account modelling and management of heterogeneous sensors, energy harvesting techniques, planning and management of the communication backbone, network security for data transfer and authorization for secure information exchange. The architecture of the system and the information flow are presented. The topology aspects are discussed and the sensing part is described. The paper finally highlights new essential enhancements of C2 with particular emphasis on mission planning, data fusion and threat prediction.

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