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Optimization of Wireless Sensor Networks using PPSS Algorithm

S. Muthukumaran
2016 International Journal Of Engineering And Computer Science  
Toward this objective, the study goes through a new energy-efficient dynamic optimization-based sleep scheduling and target prediction technique for large-scale sensor networks.  ...  A cluster-based scheme is exploited for optimization-based sleep scheduling.  ...  We propose a new Sleep schedule (Q-MAC) [15] for Query based sensor networks that provide minimum end-to-end latency with energy efficient data transmission.  ... 
doi:10.18535/ijecs/v5i11.86 fatcat:5pa6hir6kva5ngivm2ayltpfzm

A probabilistic signal-strength-based evaluation methodology for sensor network deployment

Sheng Po Kuo, Yu Chee Tseng, Fang Jing Wu, Chun Yu Lin
2005 International Journal of Ad Hoc and Ubiquitous Computing  
In this paper, we propose a signal-strength-based approach to evaluate how well a sensing field is covered/monitored. We first formulate object tracking by a single sensor as a Gaussian-error model.  ...  Then we establish an error model on location estimation given that the location of an object is known. This leads to a model to evaluate a sensor network with given locations of sensors.  ...  Conclusion In the paper, we have presented a new probabilistic model for evaluating sensor deployment for location tracking applications in wireless sensor networks.  ... 
doi:10.1504/ijahuc.2005.008015 fatcat:vv37dmrgw5aidox3ymai4bjcpi

ES2 Approach for Geographic Routing In Mobile Sensor Networks

P. Dhivya, S. Shahul Hammed
2015 International Journal of Innovative Research in Computer and Communication Engineering  
Geographic routing is a promising routing scheme in wireless sensor networks (WSNs), is shifting toward duty-cycled WSNs in which sensors are sleep scheduled to reduce energy consumption.  ...  In this paper, we focus on sleep scheduling for geographic routing in duty-cycled WSNs with mobile sensors and propose two geographic-distance-based connected-k neighborhood (GCKN) sleep scheduling algorithms  ...  In a duty-cycled sensor network, proactive wake-up and sleep scheduling can create a local active environment.  ... 
doi:10.15680/ijircce.2015.0302021 fatcat:flyzlwnj75hfdhgg4xw2xqvv2u

An Energy Efficient Method for Tracking Mobile Ubiquitous Robots Using Wireless Sensor Network [chapter]

Hyunsook Kim, Jeongho Son, Sukgyu Lee, Kijun Han
2006 Lecture Notes in Computer Science  
In this paper, we propose a cheap and energy efficient location tracking method of a mobile robot by minimizing the number of sensor nodes participating in the task of target tracking.  ...  Sensor network that consists of inexpensive low-power sensors can provide an efficient solution to find the exact location of such a mobile target at a low price.  ...  In [9] , they explored a localized prediction approach to power efficient object tracking by putting unneces-sary sensors in sleep mode.  ... 
doi:10.1007/11872153_31 fatcat:t3r7zq3corezlpairc2ufgcss4

A Low-Power Distributed Visual Sensor Network for Real-Time Barcode Localization and Identification

Leander Hendrikx, Rui Zhong, Bruno Cornelis, Adrian Munteanu
2022 Sensors  
A novel low-power distributed Visual Sensor Network (VSN) system is proposed, which performs real-time collaborative barcode localization, tracking, and robust identification.  ...  Real-Time Transport Protocol (RTP) is employed for video communication, while the Transmission Control Protocol (TCP) and Long Range (LoRa) protocol are used for passing messages amongst the nodes in the  ...  Afterwards, Liu presents a multi-sensor scheduling approach based on the adaptive dynamic programming algorithm for cooperative target tracking [6] .  ... 
doi:10.3390/s22041433 pmid:35214335 pmcid:PMC8880052 fatcat:djyrfcolpbhbjgfvr7xnczknsa

Probabilistic coverage based sensor scheduling for target tracking sensor networks

Ke Shi, Hongsheng Chen, Yao Lin
2015 Information Sciences  
In target tracking sensor networks, tracking quality and network lifetime are two conflicting optimization goals due to the limited battery power of the sensor nodes.  ...  Then, we propose an energy-efficient sensor scheduling scheme, Optimal Cooperation Scheduling Algorithm (OCSA), to balance tracking quality and network lifetime under a-k-coverage condition.  ...  A novel target tracking protocol [31] is proposed by using sensor networks for mobile users.  ... 
doi:10.1016/j.ins.2014.08.067 fatcat:musime2ht5acdpl272ai7fz2ta

Survey of mobile object tracking protocols in wireless sensor networks: a network-centric perspective

Marjan Naderan, Mehdi Dehghan, Hossein Pedram, Vesal Hakami
2012 International Journal of Ad Hoc and Ubiquitous Computing  
., Pedram, H. and Hakami, V. (2012) 'Survey of mobile object tracking protocols in Wireless Sensor Networks: a network-centric perspective', Int. .  ...  We typify a complete object tracking solution as a system of signal processing-based algorithms in charge of target identification/classification and network-centric protocols as the communication substrate  ...  Acknowledgement This work is supported in part by Iran Telecommunications Research Center (ITRC) under grant #1042/500.  ... 
doi:10.1504/ijahuc.2012.049283 fatcat:gwouamvhxbalhitc45oyo2ki74

An Improved Energy-Efficient Prediction-based Model for Animal Tracking in Wireless Sensor Networks

Akinyemi Bodunde, Egunlayi Olutayo
2020 International Journal of Computer Applications  
A 15 minutes simulation was performed in a Wireless Sensor network consisting of 50, 100 and 200 sensor nodes randomly distributed in the network area.  ...  Most of the existing algorithms in Wireless Sensor Network (WSN) used to track the movement of animals consumes a lot of energy.  ...  In [20] , a Clustering and Prediction-Based Protocol (CPBP) for Target Tracking in WSNs was also proposed.  ... 
doi:10.5120/ijca2020919860 fatcat:cyjwfh4pzvcavnpwycqk7s4udq

Markov Decision Processes With Applications in Wireless Sensor Networks: A Survey

Mohammad Abu Alsheikh, Dinh Thai Hoang, Dusit Niyato, Hwee-Pink Tan, Shaowei Lin
2015 IEEE Communications Surveys and Tutorials  
Furthermore, various solution methods are discussed and compared to serve as a guide for using MDPs in WSNs.  ...  In these problems, sensor nodes are to make optimized decisions from a set of accessible strategies to achieve design goals.  ...  ACKNOWLEDGEMENTS This work was supported in part by Singapore MOE Tier 1 grants (RG18/13 and RG33/12).  ... 
doi:10.1109/comst.2015.2420686 fatcat:422xkiciufedpljgcmfrwownau

Survey: energy efficient protocols using radio scheduling in wireless sensor network

Deepa Mathew K., Anita Jones
2020 International Journal of Electrical and Computer Engineering (IJECE)  
In that context, this survey study overviews the different categories of MAC based radio scheduling protocols and those protocols are measured by evaluating their data transmission capability, energy efficiency  ...  An efficient energy management scheme is crucial factor for design and implementation of any sensor network.  ...  Contention-free scheduling TDMA-MAC protocol: CS-TDMA-MAC Similarly, it is also a contention free TDMA based protocol.  ... 
doi:10.11591/ijece.v10i2.pp1296-1307 fatcat:pbq7pv55avhjten24pxges4auu

An Optimize-Aware Target Tracking Method Combining MAC Layer and Active Nodes in Wireless Sensor Networks

Amir Javadpour
2019 Wireless personal communications  
Wireless Sensor Network WSN is consisted of nodes with different sizes and a specific goal. Tracking applications are very important in WSNs.  ...  This study proposes a method for reducing energy consumption in WSNs, considering target tracking.  ...  The aim of the protocol proposed in this chapter is to implement a routing method for tracking mobile objects in the network.  ... 
doi:10.1007/s11277-019-06425-8 fatcat:fzq7zn6whrfxtietrwhh4ht3zu

The Coverage Configuration Protocol under AT-Dist Localization

Imen Mahjri, Amine Dhraief, Issam Mabrouki, Abdelfettah Belghith, Khalil Drira
2014 Procedia Computer Science  
Sensing coverage is one the most fundamental research issues in wireless sensor networks. It reflects how well a sensor network is able to monitor or track a field of interest.  ...  Confronted to this constraint, different GPS-less localization algorithms for wireless sensor networks have been introduced.  ...  A distributed and localized node scheduling protocol in synchronous networks was proposed in 12 .  ... 
doi:10.1016/j.procs.2014.05.408 fatcat:at53csfblvgcri7mfpo3k4k3zm

A Survey on Mobility and Mobility-Aware MAC Protocols in Wireless Sensor Networks

Qian Dong, Waltenegus Dargie
2013 IEEE Communications Surveys and Tutorials  
In wireless sensor networks nodes can be static or mobile, depending on the application requirements.  ...  It then provides a comparative study of several mobility-aware MAC protocols.  ...  Based on this predicted time and location, nodes schedule their sleep and listen periods. In this way, the network can optimize its energy consumption [33] .  ... 
doi:10.1109/surv.2012.013012.00051 fatcat:sidnvea5lrefhh3gssqtgg43t4

A Mobility-Aware Adaptive Duty Cycling Mechanism for Tracking Objects during Tunnel Excavation

Taesik Kim, Hong Min, Jinman Jung
2017 Sensors  
Wireless Sensor Networks (WSNs) are the basis for a widely used technology for monitoring the environment because of their energy-efficiency and scalability.  ...  However, their use involves an inherent point-to-point delay caused by duty cycling mechanisms that can result in a significant rise in the delivery latency for tracking mobile objects.  ...  Mobility adaptive collision free MAC for mobile sensor networks (MMAC) [19] was based on time division scheduling and designed to be suitable for both high and low mobility environments.  ... 
doi:10.3390/s17030435 pmid:28241473 pmcid:PMC5375721 fatcat:tfl66c7gvna4vlwuc7ri6prgba

A Review of Localization and Tracking Algorithms in Wireless Sensor Networks [article]

Sudhir Kumar, Rajesh M. Hegde
2017 arXiv   pre-print
In this paper, a comprehensive survey of the pioneer as well as the state of-the-art localization and tracking methods in the wireless sensor networks is presented.  ...  Additionally, tracking method does the future prediction of location based on the past location history. A smooth trajectory is noted even if some of the received measurements are erroneous.  ...  protocol and sleep scheduling, cross layer optimization, routing and topology control, and congestion control.  ... 
arXiv:1701.02080v1 fatcat:44zk4xp27nff7ghayzudlhsn6e
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