Data prediction approaches for efficient data transmission using optimized Leibler distance matrix-based data aggregation in wireless sensor network

Gokulraj, J.; Senthilkumar, J.; Suresh, Y.; Mohanraj, V.

doi:10.1007/s12652-021-03015-0

Cited by 1 publication

(1 citation statement)

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“…It is applied to the model set above to remove the interrupted link x and obtain a new network topology. e shortest path algorithm is used to find the shortest transmission path for packet A [34,35], then the optional path set of packet can be expressed as P(p i , i � 1, 2, . .…”

Section: Setting Routing Optimization Objective Functionmentioning

confidence: 99%

Automatic Repair Method for D2D Communication Routing Buffer Overflow Vulnerability in Cellular Network

Yang

Jiang

2021

Scientific Programming

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Repairing D2D communication routing buffer overflow in a cellular network is of great significance in improving communication quality and security. Due to the increase of user usage, the communication data are easy to exceed the boundary of the buffer, resulting in the reduction of covered data information. The traditional repair methods mainly repair through the characteristics of covered data information, ignoring the impact of network topology information transmission delay and packet loss during calculation, resulting in the problem of low communication security. A cellular network routing buffer overflow repair algorithm based on the homomorphic analysis of node residual energy is proposed; the cellular network D2D communication routing protocol is designed; the cellular network D2D communication protocol path index is determined; then, the cellular network D2D communication routing protocol is designed by analyzing node residual energy; and the cellular network D2D communication network routing optimization method based on AHP is designed. Big constructs the energy model of cellular network D2D communication network, solves and sets the routing optimization objective function, realizes the control of network routing, and repairs the buffer overflow. The experiment results show that the improved method can effectively reduce the packet loss rate of communication data, improve the anti-interference ability of the system, and ensure the security of network communication.

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Section: Setting Routing Optimization Objective Functionmentioning

confidence: 99%