A Communication Strategy of Proactive Nodes Based on Loop Theorem in Wireless Sensor Networks

Wang, Li; Zhang, Chunjiong; Chen, Qiang; Liu, Zilu; Li, Sha; Yang, Zhen; Li, Hongbing

doi:10.1109/icicip.2018.8606711

Cited by 89 publications

(98 citation statements)

References 18 publications

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“…In the experiment, the data that can be effectively counted are the amount of data sent by WSN nodes and received by the server, so compared with the concept of packet loss rate, the concept of data reception rate can describe the actual experiment more accurately. e calculation method of data reception rate [33] is as follows:…”

Section: Communication Performance Testmentioning

confidence: 99%

IIBE: An Improved Identity-Based Encryption Algorithm for WSN Security

Cao

Tang

Huang

et al. 2021

Security and Communication Networks

Self Cite

119

104

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Wireless sensor networks (WSN) have problems such as limited power, weak computing power, poor communication ability, and vulnerability to attack. However, the existing encryption methods cannot effectively solve the above problems when applied to WSN. To this end, according to WSN’s characteristics and based on the identity-based encryption idea, an improved identity-based encryption algorithm (IIBE) is proposed, which can effectively simplify the key generation process, reduce the network traffic, and improve the network security. The design idea of this algorithm lies between the traditional public key encryption and identity-based public tweezers’ encryption. Compared with the traditional public key encryption, the algorithm does not need a public key certificate and avoids the management of the certificate. Compared with identity-based public key encryption, the algorithm addresses the key escrow and key revocation problems. The results of the actual network distribution experiments demonstrate that IIBE has low energy consumption and high security, which are suitable for application in WSN with high requirements on security.

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Section: Communication Performance Testmentioning

confidence: 99%

IIBE: An Improved Identity-Based Encryption Algorithm for WSN Security

Cao

Tang

Huang

et al. 2021

Security and Communication Networks

Self Cite

119

104

View full text Add to dashboard Cite

show abstract

“…Adidas released its 3D printed running shoe "Futurecraft 3D" in 2015, and its limited edition "3D Runner" went on sale at the end of 2016. is running shoe can be tailored to the user's foot structure and personal sports habits [18,19].…”

Section: Related Progressmentioning

confidence: 99%

Application Analysis of 3D Printing Technology in Design Field: Taking Shoe Design as an Example

Gong

Kang

2021

Scientific Programming

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The development of 3D technology has brought opportunities and challenges to the footwear industry because people’s living standards have been improving due to economic development, and people have higher requirements for the design of fashion shoes and boots. The use of 3D printing technology in the design of fashion shoes and boots can enable faster molding of footwear products, enrich the shape of footwear, and meet people’s aesthetic needs for fashion shoes. In this paper, we firstly describe the advantages of 3D printing molding shoe models and then use 3D laser foot scanning and measuring instrument to scan and obtain the cloud map of shoe lasts and foot-related data. Secondly, we realize the digital management of shoe lasts by establishing the database of solid models. On this basis, we apply the technology of least squares support vector machine improvement algorithm to make partial modifications to the lasts according to the need to leave the appropriate helper and foot lining degrees. Finally, based on this technology, we apply the least squares support vector machine improvement algorithm technology to make partial modifications to the last shape according to the need for appropriate helper and foot lining degrees to realize the process of shoe last redesign. The last model and role model can also be produced by 3D printing technology, which can be used as a mold to facilitate the processing of the cut last 2D unfolding material for shoe and boot production later. Therefore, the article studies and analyzes the design and manufacturing process of digital shoe lasts based on individual foot shape and uses CAD/CAM technology to realize the digitalization of shoe last design.

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“…In the last few years, an increasing number of research contributions aim to support the practical adoption of data mining in HRM. Contributions are various activities and processes of HRM, such as selecting employees or predicting employee turnover [15], to determine the competencies of employees in development, or predicting and evaluating employee performance in performance management [16][17][18]. To provide these functions, a whole range of data mining methods such as classification trees [19], clustering [20], association analysis [21], support vector machines [22], or neural networks [12,23] are used, while system improvements and customizations [24] are also presented.…”

Section: Related Workmentioning

confidence: 99%

HR Management Big Data Mining Based on Computational Intelligence and Deep Learning

Gen-liang

Xue

2021

International Journal of Antennas and Propagation

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Decomposing the structure of a large number of existing posts through data mining will greatly improve the effect of enterprise human resource structure optimization. To this end, this paper proposes an end-to-end competency-aware job requirement generation framework to automate the job requirement generation, and the prediction based on competency themes can realize the skill prediction in job requirements. Then an encoder-decoder LSTM is proposed to implement job requirement generation, and a competency-aware attention mechanism and a replication mechanism are proposed to guide the generation process to ensure that the generated job requirement descriptions comprehensively cover the relevant and representative competency and job skill requirements. A competency-aware strategy gradient training algorithm is then proposed to further enhance the rationality of the generated job requirement descriptions. Finally, extensive experiments on real-world HR data sets clearly validate the effectiveness and interpretability of the proposed framework and its variants compared to state-of-the-art benchmarks.

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A Communication Strategy of Proactive Nodes Based on Loop Theorem in Wireless Sensor Networks

Cited by 89 publications

References 18 publications

IIBE: An Improved Identity-Based Encryption Algorithm for WSN Security

IIBE: An Improved Identity-Based Encryption Algorithm for WSN Security

Application Analysis of 3D Printing Technology in Design Field: Taking Shoe Design as an Example

HR Management Big Data Mining Based on Computational Intelligence and Deep Learning

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