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Wireless Sensor Network Optimization: Multi-Objective Paradigm

Muhammad Iqbal, Muhammad Naeem, Alagan Anpalagan, Ashfaq Ahmed, Muhammad Azam
2015 Sensors  
Optimization problems relating to wireless sensor network planning, design, deployment and operation often give rise to multi-objective optimization formulations where multiple desirable objectives compete  ...  We also present a generic multi-objective optimization problem relating to wireless sensor network which consists of input variables, required output, objectives and constraints.  ...  Multi-Objective Optimization in Wireless Sensor Networks: Trends To show the interest of the research community in the field of multi-objective optimization for wireless sensor networks, we have categorized  ... 
doi:10.3390/s150717572 pmid:26205271 pmcid:PMC4541950 fatcat:37tvsaxxc5fbndxv6vhcyivlvi

A Multi-objective Optimization Algorithm of Task Scheduling in WSN

Liang Dai, Hongke Xu, Ting Chen, Qian Chao, Lijing Xie
2014 International Journal of Computers Communications & Control  
To solve this problem, a multi-objective optimization algorithm of task scheduling is proposed for wireless sensor networks (MTWSN).  ...  This algorithm tries its best to make less makespan, but meanwhile, it also pay much more attention to the probability of task-performing and the lifetime of network.  ...  In this paper, a multi-objective optimization algorithm of task scheduling is proposed for wireless sensor networks.  ... 
doi:10.15837/ijccc.2014.2.1016 fatcat:pfkugs5t4ffrhmljxycc4t6e4i

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

Ibrahim A.
2017 International Journal of Computer Applications  
The algorithm strategy new multi-objective optimization bat swarm algorithm with adaptive neighborhood processes and turnoff redundant sensor nodes.  ...  Coverage area in wireless sensor network (WSN) is very important for network's performance.it has several critical and challenges that are to be occupied when designing the techniques and algorithms to  ...  PROPOSED METHODELOGY 2.1 Network Model To design model with multi-objective optimization for WSN.  ... 
doi:10.5120/ijca2017915326 fatcat:hqjpapwkjbemhd5f72nzcdesb4

Cluster-based Routing Performance Optimization Constraint of Energy, Delay and Connectivity Metrics in Wireless Sensor Network

Ting CAO, Yuhao WANG, Xinmin XIONG, Yan HAO
2013 International Journal on Smart Sensing and Intelligent Systems  
Thereby, multi-objectives optimization is one of significant issues in WSNs. The model of isolation nodes probability for connectivity in the clusterbased networks is adopted for the issue.  ...  This paper aims to propose a framework for optimizing performance in cluster-based wireless sensor networks (WSNs) with constrains of energy consumption, delay and connectivity.  ...  Therefore, multi-objective optimization for wireless sensor networks has gradually became one of the current research focuses.  ... 
doi:10.21307/ijssis-2017-629 fatcat:2liilu4bmvcbrms2ehwgaywini

Artificial Intelligence for Wireless Sensor Networks Enhancement [chapter]

Demetrio Ovalle, Diana Restrepo, Alcides
2010 Smart Wireless Sensor Networks  
www.intechopen.com Artiicial Intelligence for Wireless Sensor Networks Enhancement 77 Simulation Models for WSN Present simulation models try to represent how a WSN works.  ...  Artificial Intelligence for Wireless Sensor Networks Enhancement, Smart Wireless Sensor Networks, Yen Kheng Tan (Ed.), ISBN: 978-953-307-261-6, InTech, Available from: http://www.intechopen.com/books/smart-wireless-sensor-networks  ... 
doi:10.5772/12962 fatcat:2pdptgdifrghtkll6a5tizpz3q

Cross-layer interactions and optimizations in wireless networks

Catherine Rosenberg
2005 Proceedings of the 8th ACM international symposium on Modeling, analysis and simulation of wireless and mobile systems - MSWiM '05  
MAC -Sensor networks: an address-light, integrated MAC and routing protocol -Sensor networks: optimal routing and link scheduling -Ad hoc networks: capacity 35 Sensor Networks for Event Detection ♦ Applications  ...  -WLAN: power saving mode ♦ Examples in multi hop networks -Let's first talk about MAC -Sensor networks: an address-light, integrated MAC and routing protocol -Sensor networks: optimal routing and link  ... 
doi:10.1145/1089444.1089445 dblp:conf/mswim/Rosenberg05 fatcat:lfuil6p6rjg6reex7csf67vfwq

Optimization strategy of wireless charger node deployment based on improved cuckoo search algorithm

Yang Wang, Feifan Wang, Yujun Zhu, Yiyang Liu, Chuanxin Zhao
2021 EURASIP Journal on Wireless Communications and Networking  
AbstractIn wireless rechargeable sensor network, the deployment of charger node directly affects the overall charging utility of sensor network.  ...  Aiming at this problem, this paper abstracts the charger deployment problem as a multi-objective optimization problem that maximizes the received power of sensor nodes and minimizes the number of charger  ...  Acknowledgements The authors acknowledged the anonymous reviewers and editors for their efforts in valuable comments and suggestions.  ... 
doi:10.1186/s13638-021-01951-1 fatcat:coibkufyrrcujmozteqtrgqc5a

Routing protocols for wireless sensor networks: What the literature says?

Amit Sarkar, T. Senthil Murugan
2016 Alexandria Engineering Journal  
Routing in Wireless Sensor Networks (WSNs) plays a significant role in the field of environment-oriented monitoring, traffic monitoring, etc.  ...  energy sources [28,50] Zigbee [37] Sensor network for office [43] NoC [25] Open field [44] Victoria & Albert Museum Network, London [46] CitySee large scale urban network [47] Panda-Hunter Game [48] Task-specific  ...  [46] have presented a novel multi-objective routing optimization for the sensor mesh networks to increase the networks' lifetime.  ... 
doi:10.1016/j.aej.2016.08.003 fatcat:nsep6gdvi5bjdp3jcjmmc22wti

Multi-Objective Optimization of Electrocardiogram Monitoring Network for Elderly Patient in Home

Mohammad Hamdan, Hisham A. Shehadeh, Qusai Y. Obeidat
2015 International Journal of Open Problems in Computer Science and Mathematics  
In this paper we present and discuss the modeling of a multi objective problem.  ...  The first objective is the minimization of the end to end delay; the second objective is maximization of the energy efficiency of the network depending on packets payload size.  ...  [5] proposed a wireless sensor network multi objective optimization.  ... 
doi:10.12816/0010711 fatcat:fq3aszgq35dldjskogdq654zfi

TDMA scheduling problem avoiding interference in multi-hop wireless sensor networks

Mihiro SASAKI, Takehiro FURUTA, Takamori UKAI, Fumio ISHIZAKI
2016 Journal of Advanced Mechanical Design, Systems, and Manufacturing  
However, solving such a combinatorial optimization problem is difficult, especially for large-scale multi-hop sensor networks.  ...  In this paper, we consider a multi-hop sensor network, where the network topology is a tree, TDMA (time division multiple access) is employed as medium access control, and all data generated at sensor  ...  Chaya Losada for her helpful comments during the early stage of the work, and the anonymous referees for their valuable comments that have helped improve the paper.  ... 
doi:10.1299/jamdsm.2016jamdsm0047 fatcat:ptso5n3hqnb2fbnwfrt24w6ssi

Multi-Objective Evolutionary Optimizations of a Space-Based Reconfigurable Sensor Network under Hard Constraints

Erfu Yang, Ahmet T. Erdogan, Tughrul Arslan, Nick Barton
2007 2007 ECSIS Symposium on Bio-inspired, Learning, and Intelligent Systems for Security (BLISS 2007)  
First, a system model is proposed for cluster-based space wireless sensor networks.  ...  This paper presents the optimizations of a space-based reconfigurable sensor network under hard constraints by employing an efficient multi-objective evolutionary algorithm (MOEA).  ...  The mathematical models for multi-objective optimizations under hard constraints have been developed.  ... 
doi:10.1109/bliss.2007.20 dblp:conf/bliss/YangEAB07 fatcat:aogas7lzevdq5kwdjntocdgula

Multi-objective evolutionary optimizations of a space-based reconfigurable sensor network under hard constraints

Erfu Yang, Ahmet T. Erdogan, Tughrul Arslan, Nick H. Barton
2009 Soft Computing - A Fusion of Foundations, Methodologies and Applications  
First, a system model is proposed for cluster-based space wireless sensor networks.  ...  This paper presents the optimizations of a space-based reconfigurable sensor network under hard constraints by employing an efficient multi-objective evolutionary algorithm (MOEA).  ...  The mathematical models for multi-objective optimizations under hard constraints have been developed.  ... 
doi:10.1007/s00500-009-0406-4 fatcat:fnvfteir2ff57ja5ogejtvckam

A Min-Max multi-commodity flow model for wireless body area networks routing

Hassine Moungla, Nora Touati, Osman Salem, Ahmed Mehaoua
2012 2012 IEEE Consumer Communications and Networking Conference (CCNC)  
In this paper, we propose a Min-Max multi-commodity flow model for WBSNs which allows to prevent sensor node saturation, by imposing an equilibrium use of sensors during the routing process taking into  ...  The Min-Max objective is transformed to a Min objective by adding a set of constraints to the model.  ...  CONCLUSION This work presents a Min-Max multi-commodity flow model for wireless body sensor network routing for maximizing the sensor nodes lifetime by maximizing the minimum lifetime of sensor nodes or  ... 
doi:10.1109/ccnc.2012.6180996 dblp:conf/ccnc/MounglaTSM12 fatcat:szjradqfj5alhldx6zcccwy7rq

Energy-aware topology design for wireless body area networks

Jocelyne Elias, Ahmed Mehaoua
2012 2012 IEEE International Conference on Communications (ICC)  
cost and the energy consumed by wireless sensors and relays.  ...  Numerical results demonstrate that our model can design energy-efficient and cost-effective wireless body area networks in a very short computing time, thus representing an interesting framework for the  ...  WIRELESS BODY AREA NETWORK DESIGN MODEL This section illustrates our proposed wireless body area network optimization framework. A.  ... 
doi:10.1109/icc.2012.6363949 dblp:conf/icc/EliasM12 fatcat:65rabnqmnzemhiincuysbmmwie

A Multi-objective Approach for Data Collection in Wireless Sensor Networks [chapter]

Christelle Caillouet, Xu Li, Tahiry Razafindralambo
2011 Lecture Notes in Computer Science  
Optimizing the data gathering process in multi-hop wireless sensor networks is, therefore, a key issue. This article addresses the problem of data collection using mobile sinks in a WSN.  ...  The position of the sink impacts the performance of the wireless sensor network regarding delay and energy consumption especially for relaying sensors.  ...  Conclusion In this paper, we have presented a framework for efficient data collection in wireless sensor networks.  ... 
doi:10.1007/978-3-642-22450-8_17 fatcat:xswu336kufgbdivrsoc5iext4u
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