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A Survey on Continuous Object Tracking and Boundary Detection Schemes in IoT Assisted Wireless Sensor Networks

Ata Ullah, Nagina Ishaq, Muhammad Azeem, Humaira Ashraf, Nz Jhanjhi, Mamoona Humayun, Thamer A. Tabbakh, Zahrah A. Almusaylim
2021 IEEE Access  
This paper presents an extensive overview of different continuous object tracking schemes which involve energy efficiency, boundary detection, communication, data aggregation, and network structural design  ...  In order to replete the present cleft of analysis, we have inspected various current state-of-the-art works on boundary detection of a continuous object that has yet not been added to the current writing  ...  [26] investigated the schemes based on mobile object tracking in wireless sensor networks using network centric approach and identify tracking issues and introduces design constraints for the efficient  ... 
doi:10.1109/access.2021.3110203 fatcat:fesbinwemfezzggz7xjh6mnk7m

Sensing with Mobile Wireless Sensor Networks

Zhongwen Guo, Minglu Li, Yu Wang, Lei Chen, Feng Hong
2014 International Journal of Distributed Sensor Networks  
"An efficient localization method based on adaptive optimal sensor placement" written by J.-H.  ...  Niu et al. proposes "An improved group-based neighbor discovery algorithm for mobile sensor networks," including the network model and the algorithm which dynamically adjusts node active time based on  ...  Acknowledgment We would like to thank our colleagues for their help and assistance in providing extraordinary high quality peer reviews for this special issue.  ... 
doi:10.1155/2014/936830 fatcat:r4hl47rsqnfqlpkyi7tjjdhm7m


2015 International journal of computer and communication technology  
An Energy Efficient Prediction-based Clustering algorithm is proposed to track the moving object in wireless sensor network.  ...  In this method, the sensor nodes are statically placed and clustered using LEACH-R algorithm.  ...  PROPOSED SYSTEM The proposed work is an energy efficient prediction-based method in a clustered network which consists of nodes at same energy level and range of communication.  ... 
doi:10.47893/ijcct.2015.1272 fatcat:awpocngyjzazteu7eqhdqokwpm

A Comparative Study of Target Tracking Approaches in Wireless Sensor Networks

Asmaa Ez-Zaidi, Said Rakrak
2016 Journal of Sensors  
One of the most interesting applications in wireless sensor networks is target tracking, which mainly consists in detecting and monitoring the motion of mobile targets.  ...  Wireless sensor networks have been the subject of intense research in recent years. Sensor nodes are used in wide range of applications such as security, military, and environmental monitoring.  ...  Authors in [34] proposed an object tracking scheme based on prediction mechanisms.  ... 
doi:10.1155/2016/3270659 fatcat:g4xz4dizx5eytm74fz5emt4fbq

Distributed services for information dissemination in self-organizing sensor networks

Alvin Lim
2001 Journal of the Franklin Institute  
These sensor nodes network in an ad-hoc way, with little or no fixed network support, to provide the surveillance and targeting information for dynamic control of the enterprise.  ...  Despite these dynamic changes in configuration of the sensor network, critical real-time information must still be disseminated dynamically from mobile sensor data sources through the self-organizing network  ...  Acknowledgements This research is supported in part by the Space and Naval Warfare Systems Center, Department of Navy.  ... 
doi:10.1016/s0016-0032(01)00020-5 fatcat:ffl43uthjvgwvp7xnanew4cp3i

Target Tracking in Wireless Sensor Network

Agniwesh Mishra
2015 International Journal on Recent and Innovation Trends in Computing and Communication  
In this paper target tracking using dynamic clustering technique has been presented.  ...  The dynamic clustering mechanism proposed performs the clustering along the route of the target movement with minimum numbers of sensor nodes to track the target object.  ...  In this paper, we proposed a new target tracking method which makes it adaptive with target mobility model. In this method, we implemented a dynamic clustering of the nodes as it senses the object.  ... 
doi:10.17762/ijritcc2321-8169.150477 fatcat:romlclvs5vemrbq6ovgx4fckyq

P-LEACH: An Efficient Cluster-Based Technique to Track Mobile Sinks in Wireless Sensor Networks

Sungchol Cho, Li Han, Bokgyu Joo, Sunyoung Han
2014 International Journal of Distributed Sensor Networks  
If network collects sensor data using mobile sinks, object tracking mechanism must consider the energy efficiency of sensor nodes in the networks as a whole.  ...  In this paper, we analyze existing works for sink tracking in WSN and propose P-LEACH that is cluster-based prediction technique for WSN with mobile sinks.  ...  To be energy efficient in object tracking, only some sensor nodes within a cluster become active.  ... 
doi:10.1155/2014/803656 fatcat:negkhvxzcjgzzgc2i245nvsrmi

Deployment and Tracking in Distributed Sensor Networks

Long Cheng, Shuang-Hua Yang, Shuai Li
2014 International Journal of Distributed Sensor Networks  
of dynamic sensor networks.  ...  Jiang et al. propose an energy-efficient node selection algorithm for bearings-only sensors in decentralized sensor networks.  ...  This special issue was supported in part by Fundamental Research Fund for the Central Universities of China (Grant nos.  ... 
doi:10.1155/2014/657971 fatcat:gaiza5en3rdqfdcsg5ykoympui

A Survey on Target Tracking in Well-deployed Wireless Sensor Networks

Shengnan Li, Zheng Qin, Laixiang Shan, Renwei Zhang, Xiao Yang
2014 Journal of Software  
This paper presents a general view of the target tracking in Wireless Sensor Networks (WSN) with proper deployment of it.  ...  Target tracking task in WSN can be more accurately and efficiently accomplished, given the circumstance where the WSN is more proper deployed, for example, the coverage with clearer border and less holes  ...  The method for building efficient tracking hierarchies, called drain-and-balance (DAB), is well performed on 1D and 2D sensor network topologies.  ... 
doi:10.4304/jsw.9.5.1255-1262 fatcat:vsdlqz4vhzfcnnydbwuzv4makm

Energy-Efficient Constant Gain Kalman Filter Based Tracking in Wireless Sensor Network

Kirti Hirpara, Keyur Rana
2017 Wireless Communications and Mobile Computing  
Target tracking is one of the most widely used applications of wireless sensor network (WSN). Efficient usage of energy is a key issue in WSN application such as target tracking.  ...  Analysis of results validates that EECGKFT increases energy efficiency by reducing transmission of unnecessary data in the sensor network environment and also provides good tracking results.  ...  An Interactive Multiple Model (IMM) based tracking scheme for WSN has been proposed in [15] . This method uses multiple filters and multiple sensors to detect and track the targets.  ... 
doi:10.1155/2017/1390847 fatcat:l6ovytnnbbajbhe5hm7qt5l3aq

Object tracking sensor networks in smart cities: Taxonomy, architecture, applications, research challenges and future directions

Mohammed Sani Adam, Mohammad Hossein Anisi, Ihsan Ali
2017 Future generations computer systems  
Highlights  One of the most interesting applications of wireless sensor networks in smart cities would be detecting and monitoring or tracking of objects based on object tracking sensor networks (OTSN  ...  One of the most exciting applications of WSNs in smart cities is detection, monitoring, and tracking which is referred to as object tracking sensor networks (OTSN).  ...  In [102] , the authors have proposed an object detection technique for continuous object detection. The method used a hybrid method where static and dynamic clustering used for the detections.  ... 
doi:10.1016/j.future.2017.12.011 fatcat:w5utozqx4na6rmrjtgwrrmdl3m

A Survey on Target Tracking Techniques in Wireless Sensor Networks

K Ramya
2012 International Journal of Computer Science & Engineering Survey  
Target Tracking as it moves through a sensor network has become an increasingly important application in Wireless Sensor Networks.  ...  This paper examines some of the target tracking techniques in use today. An analysis of each technique is presented along with it advantages, problems and possible improvements.  ...  Tree-Based Target Tracking, Cluster Based Target Tracking, Hybrid method and Activation methods are belongs to Hierarchical Networks.  ... 
doi:10.5121/ijcses.2012.3408 fatcat:rolhfxfogfdk3ew4kjqlk7qbiq

Dynamic Object Tracking Tree in Wireless Sensor Network

Min-Xiou Chen, Che-Chen Hu, Wen-Yen Weng
2010 EURASIP Journal on Wireless Communications and Networking  
However, most object tracking tree is constructed based on a predefined mobility profile.  ...  Recent advances in embedded microsensing technologies and low-energy cost sensors have made wireless sensor networks possible. Object tracking is an important research of wireless sensor networks.  ...  In [2] , the authors proposed a dynamic cluster structure to efficiently collect the object information.  ... 
doi:10.1155/2010/386319 fatcat:ad6grc37cre53lc5javfmfehei

Analysis of Cluster based Target Tracking in Wireless Sensor Networks

Karthika Gopal, Ramalakshmi Krishnamoorthy
2013 International Journal of Computer Applications  
Target tracking in WSN mainly focuses on localization and object tracking. This paper addresses various cluster based target tracking techniques in wireless sensor networks.  ...  This paper gives a various cluster based target tracking methods for efficient target tracking in WSN.  ...  Fig. 1 : 1 Clustering of sensors in network. Fig 2 : 2 Classification Target Tracking Methods Fig 3 : 3 Static cluster based target tracking. Fig 4 : 4 Dynamic cluster based target tracking.  ... 
doi:10.5120/10091-4724 fatcat:qbw4jhclojgqjk46bgjo75bj2m

Object Tracking in Wireless Sensor Networks: Challenges and Solutions

Shereen Ismail, Eman Alkhader, Said Elnaffar
2016 Journal of Computer Science  
Mobile object tracking is a vital task in all these applications.  ...  Wireless Sensor Networks (WSNs) are small, inexpensive and battery-operated sensor nodes that are deployed over a geographical area.  ...  In Wang et al. (2013) , a hybrid cluster-based object tracking approach was proposed that integrate static with on-demand dynamic clustering to manage the tracking task.  ... 
doi:10.3844/jcssp.2016.201.212 fatcat:at3gtx4aknhzlbptk6g3ligrzy
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