Link stability prediction for mobile Ad-hoc network route stability

Futuristic speed prediction using auto‐regression and neural networks for mobile ad hoc networks

“…The conventional AODV protocol was improved using signal strength in Gite . The link‐stability prediction technique adopts node's signal strength and their changes for the link stability and mobility prediction.…”

“…NS2 includes the required functionalities (mobility generation, network traffic generation) for the implementation of the proposed speed prediction methodology in MANET. Also, it gives the reliable results . The node environment and other parameters of the proposed methodologies are easily configured using the NS2 simulator.…”

Research on link interruption prediction based on blockchain in Ad Hoc network

“…Data communication needs to be realized by the forwarding of intermediate nodes [1]. Since its inception, it has existed as an effective supplement to commonly used networks and has an irreplaceable role, which has led to the birth of a series of important emerging networks, such as the Internet of Vehicles and the Internet of Things [2][3]. It can be seen that the research of Ad Hoc network is extremely important for the discussion of our next-generation emerging network.…”

“…If the node that may be broken can be predicted in advance, then the restoration or reconstruction of the route will be of great significance. There have been many studies on the interruption processing of the link in the Ad Hoc network, which can be summarized into three categories: the first category, it is to initiate a route re-search process after the link is found to be interrupted [2]; the second category, it is to predict the node through the position relationship of the node which may be broken, then the route re-search is initiated in advance [3]; the third category, when the route is found to be broken, repair it at the break, and find a replacement node to restore the communication route [2][3][4][5].The three types of processing for Ad Hoc network link interruption are all considered only from some aspects, and there are insurmountable bottlenecks. For example, in the first type of processing scheme, since the source node only knows that the link is interrupted after it receives the wrong packet, it will inevitably cause a larger packet loss rate and waste much time because of the rerouting lookup during this period, and it will not be avoided.…”