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A New Algorithm of Mobile Node Localization Based on RSSI

Jie Zhan, Hongli Liu, Bowei Huang
2011 Wireless Engineering and Technology  
This paper develops a location algorithm named Signal Strengthening Dynamic Value (SSDV) based on the database of RSSI to position the mobile node in terms of the value of beacon nodes RSSI.  ...  Flexible location algorithm admits to adjust the accuracy and time cost of positioning based on the users references.  ...  Introduction The algorithms of wireless sensor networks(WSN) position can be divided into two main categories [1]-Range-based position and Range-free position. in the Range-based position algorithm, we  ... 
doi:10.4236/wet.2011.22016 fatcat:dgjredpxpra5zn63vqkrnh5ilu

A Localization Strategy Based on N-times Trilateral Centroid with Weight [article]

Tie Qiu, Yu Zhou, Feng Xia, Naigao Jin, Lin Feng
2013 arXiv   pre-print
Localization based on received signal strength indication (RSSI) is a low cost and low complexity technology, and it is widely applied in distance-based localization of wireless sensor networks (WSNs).  ...  To improve the accuracy we select a number of (no less than three) reliable beacon nodes to increase the localization times.  ...  CONCLUSIONS The periodical localization of mobile node with NTCWLA is based on RSSI.  ... 
arXiv:1312.6829v1 fatcat:hr36ndwwencatclac3tx2r7ygm

Indoor Mobile Node Localization Algorithm based on RSSI and Improved MCL

Xiao-yuan Liu, Kai-hong Fang
2018 DEStech Transactions on Computer Science and Engineering  
Monte Carlo localization algorithm in wireless sensor networks (WSN), a location algorithm based on RSSI and improved Monte Carlo localization is proposed to locate indoor mobile nodes.  ...  With the characteristics of mobile sensor network for dynamic change of indoor network structure and node position, in order to overcome the shortage of localization accuracy and sampling efficiency of  ...  LOCATION OF WORKSHOP MOBILE NODES BASED ON RSSI IMPROVED MCL The improved algorithm proposed in reference 7-8 provides a new way for localization in indoor and outdoor mobile nodes, but the distance between  ... 
doi:10.12783/dtcse/csae2017/17516 fatcat:ucmnkida2zdufjb4jdrkpwipya

A localization strategy based on n-times trilateral centroid with weight

Tie Qiu, Yu Zhou, Feng Xia, Naigao Jin, Lin Feng
2012 International Journal of Communication Systems  
Localization based on received signal strength indication (RSSI) is a low cost and low complexity technology, and it is widely applied in distance-based localization of wireless sensor networks.  ...  The authors in [22] dealt with wireless sensor networks based on IEEE802.15.4 protocol and analyzed three indoor environment localization methods based on RSSI: trilateration, minimax algorithm, and maximum  ...  CONCLUSIONS The periodical localization of a mobile node with NTCWLA is based on RSSI.  ... 
doi:10.1002/dac.2332 fatcat:ueumnww56vdexich77uzcj4lli

Energy efficient dynamic nearest node election for localizations of mobile node in wireless sensor networks

Bhavya Ghai, Girish Pradeep Bindalkar, Sanjeev Sharma, Anupam Shukla
2015 2015 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC)  
We proposed an algorithm based on the RSSI and co-operative communication between nodes to find out the accurate localization of sensor node.  ...  The proposed algorithm increases efficiency in localization of the mobile sensor node in terms of time and Energy. 978-1-4799-7849-6/15/$31.00 ©2015 IEEE  ...  It also enhances the adaptive configuration based on position of mobile nodes.  ... 
doi:10.1109/iccic.2015.7435744 fatcat:nzeftezoyfdnxc6ri47ryhihlm

A Novel Real-Time Coal Miner Localization and Tracking System Based on Self-Organized Sensor Networks

Yang Wang, Liusheng Huang, Wei Yang
2010 EURASIP Journal on Wireless Communications and Networking  
in a coal mine; a robust fault-tolerant localization mechanism to improve the inherent defect of instability of RSSI localization; an accurate localization algorithm based on Monte Carlo localization  ...  We develop a set of localization hardware devices with the Safety Certificate of Approval for Mining Products include miner node, wired fixed access station, and base with optical port.  ...  An Liu from USTC for valuable comments and suggestions on draft versions of this paper. And also thank anonymous reviewers for reading this paper and giving valuable comments. This paper is  ... 
doi:10.1155/2010/142092 fatcat:srpndy2lonbmthjw5ctcmaln6i

A new Monte Carlo mobile node localization algorithm based on Newton interpolation

Jian-Yin Lu, Chao Wang
2018 EURASIP Journal on Wireless Communications and Networking  
Considering the situations above, this paper presented a Monte Carlo mobile node localization algorithm based on Newton interpolation, which uses the inheritedness of Newton interpolation, inheriting the  ...  There are some deficiencies in the Monte Carlo localization algorithm based on rangefinder, which like location probability distribution of the k moment in the prediction phase only related to the localization  ...  Funding The authors acknowledge a key project from the Natural Science Foundation in Anhui Province, China (Grant: KJ2014A096).  ... 
doi:10.1186/s13638-018-1165-7 fatcat:3temv7xj6fdcpkq6e2mwxbbici

V2X-Based Mobile Localization in 3D Wireless Sensor Network

Iram Javed, Xianlun Tang, Kamran Shaukat, Muhammed Umer Sarwar, Talha Mahboob Alam, Ibrahim A. Hameed, Muhammad Asim Saleem, Shehzad Chaudhry
2021 Security and Communication Networks  
The concept of mobile anchor-based localization is not a new concept; however, the localization of mobile anchor nodes gains much attention with the advancement in the Internet of Things (IoT) and electronic  ...  In this paper, we present a range-free localization algorithm for sensors in a three-dimensional (3D) wireless sensor networks based on flying anchors.  ...  Various ad hoc applications also require deploying some anchor nodes with a known position. e aim of this work is to design a localization algorithm based on a mobile anchor node flying on a C-shaped path  ... 
doi:10.1155/2021/6677896 fatcat:eyvjbl2j4zdxvhqrbmu62bvcou

A Range-Based Monte Carlo Box Algorithm for Mobile Nodes Localization in WSNs

2017 KSII Transactions on Internet and Information Systems  
However, mobile nodes localization in WSNs is more difficult than static nodes localization since the nodes mobility brings more data.  ...  Simulation results denote that our proposed RMCB algorithm can reduce the location error by 24%, 14% and 14% on average compared to MCB, Range-based Monte Carlo Localization (RMCL) and RSSI Motion Prediction  ...  Acknowledgment This work is supported by National Natural Science Foundation of China (No. 61472278, 60872064 and 61102125), the Natural Science Foundation of Tianjin (No.12JCYBJC10200).  ... 
doi:10.3837/tiis.2017.08.007 fatcat:pqgdk7rej5hthge5t3qb3hdmt4

A comparative analysis with validation of NSGA-III and MOEA/D in resolving the 3D indoor redeployment problem in DL-IoT

Sami Mnasri, Nejah Nasri, Adrien Van Den Bossche, Thierry Val
2017 2017 International Conference on Internet of Things, Embedded Systems and Communications (IINTEC)  
The proposed approach is based on two evolutionary algorithms (MOEA/D and NSGA-III).  ...  In this paper, the problem of 3D positioning of nodes is studied while minimizing the number of nodes and the consumption of energy; and maximizing the coverage area and the localization rate.  ...  of the signal detection based on a DV-Hop algorithm corrected by the RSSI, and the minimization of the energy consumption.  ... 
doi:10.1109/iintec.2017.8325906 dblp:conf/iintec/MnasriNBV17 fatcat:exo76gnsbzbprgpvjpn2rqkuma

Comparative Analysis of AODV Base and RSSI Base Wireless Sensor Node Localization Techniques

Miss. Prajakta B. Patil, Dr. A. N. Jadhav
2018 International Journal of Trend in Scientific Research and Development  
mobile nodes on the basis of a random movement.  ...  The results are compared with the AODV based basic localization technique with new RSSI based AODV node localization technique.  ...  mobile nodes on the basis of a random movement.  ... 
doi:10.31142/ijtsrd14301 fatcat:x7r3one3greglf5tesx3qt3skm

Localization of a Mobile Device with Sensor Using a Cascade Artificial Neural Network-Based Fingerprint Algorithm

Ebubekir Erdem, Taner Tuncer, Resul Doğan
2018 International Journal of Computational Intelligence Systems  
In the online phase, the RSSIs measured by the anchor nodes are provided as the input to the cascade ANN algorithm by means of a mobile device in any coordinate.  ...  ID:p0085 Localization algorithms in close environments are basically divided into two groups: range-based and range-free methods [6, 7] . Figure 1 shows the classification of localization algorithms.  ...  ., with Bluetooth technology, conducted an experimental study of indoor localization algorithms based on RSSI.  ... 
doi:10.2991/ijcis.2018.125905644 fatcat:cbx6a4enqfewron4cutzxrumfq

Three-Dimensional Localization Algorithm of WSN Nodes Based on RSSI-TOA and Single Mobile Anchor Node

Lieping Zhang, Zhenyu Yang, Shenglan Zhang, Huanhuan Yang
2019 Journal of Electrical and Computer Engineering  
Then, based on the idea of using RSSI ranging in the near end and TOA ranging in the far end, a ranging method combining RSSI and TOA ranging information is proposed to obtain the precise distance between  ...  Aimed at the shortcomings of low localization accuracy of the fixed multianchor method, a three-dimensional localization algorithm for wireless sensor network nodes is proposed in this paper, which combines  ...  Three-Dimensional Mobile Strategy of Mobile Anchor Node Traditional Gauss-Markov Mobility Model. e basic principle of localization algorithm based on mobile anchor node is to introduce a mobile anchor  ... 
doi:10.1155/2019/4043106 fatcat:iuzttmqovfdm5lh5z2ppj62j7i

A Revised Received Signal Strength Based Localization for Healthcare

Wenhuan Chi, Yuan Tian, Mznah Al-Rodhaan, Abdullah Al-Dhelaan, Yuanfeng Jin
2015 International Journal of Multimedia and Ubiquitous Engineering  
In fact, most of smart mobile phones have a built-in RSSI, which provides RSS measurement without any extra cost.  ...  The proposed algorithm uses the RSSIFP based on the position probability grid. Before position, the RSSIFP data are revised according to anchor node signal and time tag.  ...  Conclusion The new signal revised RSSI based localization algorithm is proposed in this paper.  ... 
doi:10.14257/ijmue.2015.10.10.27 fatcat:p6nscse35vf6neqcc6pjnndt2y

Incorporating Data from Multiple Sensors for Localizing Nodes in Mobile Ad Hoc Networks

Rui Huang, Gergely V Zaruba
2007 IEEE Transactions on Mobile Computing  
The ad hoc network localization problem deals with estimating the geographical location of all nodes in an ad hoc network, focusing on those nodes that do not have a direct way (for example, GPS) to determine  ...  Effect of noise ratio on the estimation error. (a) RSSI 100 percent; AoA 0 percent. (b) RSSI 0 percent; AoA 100 percent. (c) RSSI 50 percent; AoA 50 percent. (d) RSSI 100 percent; AoA 100 percent.  ...  In the first step, the filter updates the distribution, X, based on a system model where the new location of the node is estimated based on its previous location.  ... 
doi:10.1109/tmc.2007.1015 fatcat:club3wpu3zawrnm7nbwa4kzhve
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