Delay Jitter Performance Analysis and Traffic Splitting in Cellular-Based Multi-Access System

Sahu, Megha; Kherani, Arzad A.

doi:10.1080/02564602.2022.2049904

Cited by 3 publications

(2 citation statements)

References 31 publications

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“…The difference between the transmission data packet and the data packet delay is called transmission jitter, which is an important indicator to measure the system’s stability, from collecting pest images to the terminal display . The lower the jitter, the more stable the production.…”

Section: Resultsmentioning

confidence: 99%

“…The difference between the transmission data packet and the data packet delay is called transmission jitter, which is an important indicator to measure the system's stability, from collecting pest images to the terminal display. 33 The lower the jitter, the more stable the production. Under the premise that the video source is 480p, 720p, 1080p, and 2K resolution, and the frame rate is 30 Hz, this study compares the transmission jitter of different resolution monitoring of A/B groups of pest identification systems (Figure 11 shows the transmission jitter of group A/B system under different monitoring resolutions).…”

Section: Transmission Jittermentioning

confidence: 99%

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Design of Vegetable Pest Identification System Based on Improved Alexnet Algorithm and 5G Communication

Tang,

Aridas,

Talip

et al. 2024

ACS Agric. Sci. Technol.

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Vegetable pests and diseases are some of the main factors affecting vegetable yield. Accurate monitoring and intelligent identification of vegetable pests and diseases are prerequisites for pest forecasting and integrated control. In this study, a vegetable pest identification system based on an improved Alexnet algorithm and 5G communication is designed. The system uses high-definition cameras and 5G communication modules to form the pest monitoring network. It builds an image recognition model based on the improved Alexnet algorithm to identify vegetable pests, and then it collects pictures for transmission to the terminal. After the experimental test, the pest identification system proposed in this study accounts for only 11.71, 11.91, 30.92, and 31.38% of the identification system of the 4G communication network in terms of transmission delay, transmission jitter, packet loss rate, and packet error rate, respectively. The recognition accuracy of the improved Alexnet algorithm is 18.76% higher than that of the unimproved one. After multiple iterations, it is verified that the recognition accuracy and loss function are better than those of the unimproved Alexnet algorithm. It shows that the identification system proposed can better monitor and identify vegetable pests and diseases, which is beneficial to integrated management.

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Section: Resultsmentioning

confidence: 99%

Section: Transmission Jittermentioning

confidence: 99%