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An evolutionary algorithm to the Density Control, Coverage and Routing Multi-Period Problem in Wireless Sensor Networks

Iuri Bueno Drumond de Andrade, Tiago de Oliveira Januario, Gisele L. Pappa, Geraldo Robson Mateus
2010 IEEE Congress on Evolutionary Computation  
This paper presents an evolutionary algorithm (EA) to solve the Density Control, Coverage and Routing Multi-Period Problem (DCCRMP) in WSN.  ...  Wireless Sensor Networks (WSNs) are composed of autonomous and resource-constrained (power, sensing, radios, and processors) nodes.  ...  Examples of critical nodes This work presented an evolutionary algorithm (EA) to solve the Density Control, Coverage and Multi-Period Routing problem (DCCRMP) in Wireless Sensor Network.  ... 
doi:10.1109/cec.2010.5585929 dblp:conf/cec/AndradeJPM10 fatcat:tdnj64f3rrf6rdifmbdsljsx6a

A Node Density Control Learning Method for the Internet of Things

Shumei Lou, Gautam Srivastava, Shuai Liu
2019 Sensors  
This paper proposes a node density control learning method for wireless sensor nodes and applies it to an environment based on Internet of Things architectures.  ...  Firstly, the characteristics of wireless sensors networks and the structure of mobile nodes are analyzed.  ...  Funding: The APC was funded by MDPI. Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/s19153428 fatcat:br33fixqmrh2zeq4tztat2iisq

Enhancing Multi-Objective Optimization for Wireless Sensor Networks Coverage using Swarm Bat Algorithm

Ibrahim A.
2017 International Journal of Computer Applications  
Coverage area in wireless sensor network (WSN) is very important for network's has several critical and challenges that are to be occupied when designing the techniques and algorithms to  ...  The algorithm strategy new multi-objective optimization bat swarm algorithm with adaptive neighborhood processes and turnoff redundant sensor nodes.  ...  from next evolution, so as to improve the coverage of wireless sensor networks and extend network lifetime goal.  ... 
doi:10.5120/ijca2017915326 fatcat:hqjpapwkjbemhd5f72nzcdesb4

Artificial Bee Colony Algorithm based Multi-Objective Node Placement for Wireless Sensor Network

R K Jena
2014 International Journal of Information Technology and Computer Science  
Node placement is an essential task in wireless sensor network and is a multi-objective combinatorial problem in nature.  ...  The positions of sensor nodes are very important and must be able to provide maximum coverage with longer lifetimes.  ...  The lifetime of a wireless sensor network could be affected by many factors, such as topology management, energy efficient MAC design, power-aware routing, and energy-favored flow control and error control  ... 
doi:10.5815/ijitcs.2014.06.04 fatcat:koyzxpnb7zgyrldmedtrdljj4y

A Survey of Multi-Objective Optimization in Wireless Sensor Networks: Metrics, Algorithms, and Open Problems

Zesong Fei, Bin Li, Shaoshi Yang, Chengwen Xing, Hongbin Chen, Lajos Hanzo
2017 IEEE Communications Surveys and Tutorials  
Wireless sensor networks (WSNs) have attracted substantial research interest, especially in the context of performing monitoring and surveillance tasks.  ...  First, we provide an overview of the main optimization objectives used in WSNs.  ...  SPEA2 strength Pareto evolutionary algorithm-2. WBAN wireless body area network. WLAN wireless local area network. WSN wireless sensor network. Fig. 2: Typical architecture of a WSN node.  ... 
doi:10.1109/comst.2016.2610578 fatcat:muagmfeguzbshb5w7ceaxddapm

Hybrid Approaches to Address Various Challenges in Wireless Sensor Network for IoT Applications: Opportunities and Open Problems

Pallavi Joshi, Ajay Singh Raghuvanshi
2021 International Journal of Computer Networks And Applications  
Since the last decade, wireless sensor network (WSN) and Internet of Things (IoT) has proved itself a versatile technology in many real-time applications.  ...  The paper covers literature centered on various technologies, schemes, and algorithms to address many problems coming in the way of coming-of-age wireless communication technologies for various applications  ...  Multi-objective optimization [45] Coverage and connectivity GA and NSGA-II. An evolutionary strategy is adopted to construct a network model and then to optimize the deployment.  ... 
doi:10.22247/ijcna/2021/209186 fatcat:isjbrui3wjb6bcj5ifyzt6jboi

Routing Design Issues in Heterogeneous Wireless Sensor Network

Manisha R. Dhage, Srikanth Vemuru
2018 International Journal of Electrical and Computer Engineering (IJECE)  
This study presents different aspects of Heterogeneous Wireless Sensor network and design issues for routing in heterogeneous environment.  ...  This has evolved due to availability of sensors that are cheaper and intelligent but these are having battery support. So, one of the major issues in WSN is maximization of network life.  ...  Evolutionary Algorithms An evolutionary algorithm (EA) is a subset of evolutionary computation.  ... 
doi:10.11591/ijece.v8i2.pp1028-1039 fatcat:hjmr76hkszbxrkl6stkxhnatsa

Energy efficiency in wireless sensor networks: A top-down survey

Tifenn Rault, Abdelmadjid Bouabdallah, Yacine Challal
2014 Computer Networks  
The design of sustainable wireless sensor networks (WSNs) is a very challenging issue. On the one hand, energyconstrained sensors are expected to run autonomously for long periods.  ...  We present a top-down survey of the trade-offs between application requirements and lifetime extension that arise when designing wireless sensor networks.  ...  This work was carried out and funded in the framework of the Labex MS2T.  ... 
doi:10.1016/j.comnet.2014.03.027 fatcat:zfkrhg2drzdafcxzshqoeobkv4

SCMC: An Efficient Scheme for Minimizing Energy in WSNs Using a Set Cover Approach

Ahmed Mahlous
2017 Future Internet  
Energy-efficient clustering and routing are well known optimization problems in the study of Wireless Sensor Network (WSN) lifetime extension.  ...  Abstract: Energy-efficient clustering and routing are well known optimization problems in the study of Wireless Sensor Network (WSN) lifetime extension.  ...  The founding sponsors had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, and in the decision to publish the results.  ... 
doi:10.3390/fi9040095 fatcat:znyh4bmsnrcljahhvedgnpipmm

Bio-Mimic Optimization Strategies in Wireless Sensor Networks: A Survey

Md. Adnan, Mohammd Razzaque, Ishtiaque Ahmed, Ismail Isnin
2013 Sensors  
Various issues related to wireless sensor networks such as energy minimization (optimization), compression schemes, self-organizing network algorithms, routing protocols, quality of service management,  ...  To get the best possible results in one or more of these issues in wireless sensor networks optimization is necessary.  ...  Acknowledgments Authors would like to thank Universiti Teknologi Malaysia and Ministry of Higher Education, Malaysia for sponsoring this research under vote numbers: 4D062, 07J04, and 08J35.  ... 
doi:10.3390/s140100299 pmid:24368702 pmcid:PMC3926559 fatcat:lndlgfl2ajflxhvninklnukww4

A Novel Hybrid Methodology Applied Optimization Energy Consumption in Homogeneous Wireless Sensor Networks [chapter]

Plácido Rogerio Pinheiro, Álvaro Meneses Sobreira Neto, Alexei Barbosa Aguiar, Pedro Gabriel Calíope Dantas Pinheiro
2017 Wireless Sensor Networks - Insights and Innovations  
the flexibility and reliability when applied to the homogeneous wireless sensors networks with coverage and connectivity restrictions.  ...  The models applied to the problem aims to optimize the energy usage managing the sensors activation in time intervals, activating only the minimum number of sensors respecting the coverage and connectivity  ...  Acknowledgements The authors are thankful to National Counsel of Technological and Scientific Development (CNPq), Foundation for Support of Scientific and Technological Development Ceara State (FUNCAP)  ... 
doi:10.5772/intechopen.70207 fatcat:bgesnsjx2re5zfsfdww5m56ke4

Routing Wireless Sensor Networks Based on Soft Computing Paradigms: Survey

Marwa Sharawi, Imane Aly Saroit, Hesham El-Mahdy, Eid Emary
2013 International Journal on Soft Computing Artificial Intelligence and Applications  
In order to prolong the network life time we have to overcome the scarcity in energy resources and preserve the processing of the sensor nodes as long as possible.  ...  Wireless Sensor Networks (WSNs) are defined as dynamic, self-deployed, highly constrained structured network.  ...  Paper [44] proposed the same ideas of an efficient method based on genetic algorithms (GAs) to solve a sensor network optimization problem.  ... 
doi:10.5121/ijscai.2013.2403 fatcat:olxmn25qtffxjjlwtvpp7arepe

An energy aware scheme for layered chain in underwater wireless sensor networks using genetic algorithm

Sihem Souiki, Sidi Mohamed Hadj Irid, Mourad Hadjila
2021 International Journal of Power Electronics and Drive Systems (IJPEDS)  
Extending the network lifetime is a very challenging problem that needs to be taken into account during routing data in wireless sensor networks in general and particularly in underwater wireless sensor  ...  Furthermore, MCGA is simulated for different scenarios of mobility and density of nodes in the networks.  ...  With regard to the terrestrial wireless sensors networks, these features reveal enormous challenges such as limited bandwidth, the multi-path and fading problem which influences the underwater channel,  ... 
doi:10.11591/ijece.v11i5.pp4272-4280 fatcat:r4howvolerhipni4qoreqvnipi

One Kind of Redundant Reliability Wireless from Network Algorithm Research Based on Advanced Version DV-HOP Route Agreement

Jiuhua ZHANG
2013 Sensors & Transducers  
In order to solve this problem, we creatively put forward a kind of based on the modified DV - HOP routing protocol the high reliability of the wireless ad-hoc network is proposed.  ...  has higher reliability, and it can than the current wireless ad-hoc network has an average of 500 hours continuous trouble-free working time up to 600 hours.  ...  use the location of the sensor node back to the information to build network topology, real-time statistics of network coverage, in view of the low density of beacon node area to take necessary measures  ... 
doaj:38591706f9bb4e58929f6ec6bcaf3b62 fatcat:2xl7swh5enhjvlreydopnsbnz4

Jamming attack detection and countermeasures in wireless sensor network using ant system

Rajani Muraleedharan, Lisa A. Osadciw, Raghuveer M. Rao, Sohail A. Dianat, Michael D. Zoltowski
2006 Wireless Sensing and Processing  
In this paper, an extension to the security of physical layer of a predictive sensor network model using the ant system is proposed.  ...  In Section 2 justification for using an ant system and its impact on the sensor network is discussed.  ...  In this paper, an evolutionary algorithm helps in maintaining the performance of the network by finding an alternative solution when a node is jammed by an intruder.  ... 
doi:10.1117/12.666330 fatcat:zw7aiqaz35bnvgman37k2ve5yq
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