Improvement on the DV-hop localization algorithm based on average hop distance optimization
نویسندگان
چکیده
Abstract Wireless sensor networks, which have numerous uses in industries, attracted more attention over the past few years. Node localization is one of gordian technology to locate it. This research sought address low precision classic DV-hop algorithm context wireless networks. novel given some practical solutions this paper. The results simulations demonstrate that new method can improve accuracy and increase communication range. First all, least squares applied correct average length each hop between beacon nodes. In addition, an error distance matrix defined as intermediate variable reckon unknown node for jump select minor matrix. Finally, improved chooses minimum from previous steps modifies Simulation consequences reveal modified better enhance extend
منابع مشابه
An Improved DV-Hop Localization Algorithm Based on Hop Distance and Hops Correction
In order to solve the problem that the DV-Hop algorithm has large error in the network topology environment of random distribution of nodes, this paper proposes a WSN localization algorithm based on hop distance correction. The algorithm uses the method of multi communication radius to correct the hop number within 1 hops, which makes it more consistent with the real situation; Then, the weight...
متن کاملOptimization Research of the DV-Hop Localization Algorithm
The traditional DV-Hop sensor location algorithm estimates the distance between unknown nodes and anchor nodes by hop distance instead of straight-line distance. In the actual location condition, unknown nodes and anchor nodes mostly connect to each other through broken line. When the deviation of the estimated value and the actual value of average distance per hop is large, the error of estima...
متن کاملAn Improved Location Algorithm for DV-HOP Based on Trusty Degree Average Hop Distance in Wireless Sensor Networks
Location awareness is an attractive research issue in the wireless sensor networks (WSN) because sensor nodes are randomly scattered over a region and can get connected into a network on their own. However, precise location information may be unavailable due to the constraint in energy, computation, or terrain. In this paper, an improved DV-HOP location algorithm based on trusty degree average ...
متن کاملDv-hop Localization Algorithm Improvement of Wireless Sensor Network
The gain of SVC depends upon the type of reactive power load for optimum performance. As the load and input wind power conditions are variable, the gain setting of SVC needs to be adjusted or tuned. In this paper, an ANN based approach has been used to tune the gain parameters of the SVC controller over a wide range of load characteristics. The multi-layer feed-forward ANN tool with the error b...
متن کاملImprovement over DV-Hop Localization Algorithm for Wireless Sensor Networks
In this paper, we propose improved versions of DVHop algorithm as QDV-Hop algorithm and UDV-Hop algorithm for better localization without the need for additional range measurement hardware. The proposed algorithm focuses on third step of DV-Hop, first error terms from estimated distances between unknown node and anchor nodes is separated and then minimized. In the QDV-Hop algorithm, quadratic p...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of physics
سال: 2022
ISSN: ['0022-3700', '1747-3721', '0368-3508', '1747-3713']
DOI: https://doi.org/10.1088/1742-6596/2384/1/012054