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Optimal Reporting Cell Planning with Binary Differential Evolution Algorithm for Location Management Problem

Swati Swayamsiddha, Smita Parija, Prasanna Kumar Sahu, Sudhansu Sekhar Singh
2017 International Journal of Intelligent Systems and Applications  
This paper presents binary differential evolution based optimal reporting cell planning (RCP) for location management in wireless cellular networks.  ...  The proposed binary differential evolution (BDE) algorithm is used to determine the optimal reporting cell planning configuration such that the overall mobility management cost is minimized.  ...  ACKNOWLEDGEMENT We are thankful to the Director of Bharat Sanchar Nigam Limited (BSNL) for providing the data and their enormous support in this work.  ... 
doi:10.5815/ijisa.2017.04.03 fatcat:saxmpvqxwjhz5byfyad22kara4

Group Search Optimizer for the Mobile Location Management Problem

Dan Wang, Congcong Xiong, Wei Huang
2014 The Scientific World Journal  
We propose a diversity-guided group search optimizer-based approach for solving the location management problem in mobile computing.  ...  The location management problem, which is to find the optimal network configurations of management under the mobile computing environment, is considered here as an optimization problem.  ...  Mobile Location Management Problem In cellular network systems, the mobile location management problem consists of two basic operations, namely, location update and location inquiry.  ... 
doi:10.1155/2014/430705 pmid:25180199 pmcid:PMC4144160 fatcat:ab5lvrsl65euvdvhm7itrlxpjq

Advanced River Formation Dynamics for Location Area Management in GSM

Dixa Dholakiya, Tapan Doshi, Sagar Ghiya, Prashantkumar Patel
2015 International Journal of Engineering Research and  
To handle call delivery for mobile station, itsprobable location should be known to the network. For that location management is required.  ...  Location Management has two basic operations: location update and paging.The goal of an efficient location management scheme is to maintain and provide locations of mobile stations at low cost.  ...  ADVANCED RIVER FORMATION DYNAMICS ALGORITHM FOR LOCATION MANAGEMENT In this approach, RFD is made efficient by preparing set of optimal selection.  ... 
doi:10.17577/ijertv4is090673 fatcat:a5cyho4l6fdblirbs4bzasxpx4

A Combined Genetic-neural Algorithm for Mobility Management

Javid Taheri, Albert Y. Zomaya
2007 Journal of Mathematical Modelling and Algorithms  
A combination of a genetic algorithm and the Hopfield neural network is used to find the optimal configuration of location areas in a mobile network.  ...  This work presents a new approach to solve the location management problem by using the location areas approach.  ...  Genetic Algorithm This approach which formerly has been done in one of our works [17] is based on using a modified GA to find the optimal location areas for a mobile network.  ... 
doi:10.1007/s10852-007-9066-5 fatcat:l7lmmytxhfc35c3r5a4rtbea5m

A combined genetic-neural algorithm for mobility management

J. Taheri, A.Y. Zomaya
2006 Proceedings 20th IEEE International Parallel & Distributed Processing Symposium  
A combination of a genetic algorithm and the Hopfield neural network is used to find the optimal configuration of location areas in a mobile network.  ...  This work presents a new approach to solve the location management problem by using the location areas approach.  ...  Genetic Algorithm This approach which formerly has been done in one of our works [17] is based on using a modified GA to find the optimal location areas for a mobile network.  ... 
doi:10.1109/ipdps.2006.1639526 dblp:conf/ipps/TaheriZ06 fatcat:f4ddic5pqnhzhe6nyc2s2hvxpm

Simulated Annealing for Location Area Planning in Cellular networks

Prajapati N. B., Agravat R. R, Hasan M. I
2010 International Journal on Applications of Graph Theory In wireless Ad Hoc Networks And sensor Networks  
LA planning in cellular network is useful for minimizing location management cost in GSM network.  ...  To get optimal result for LA planning in cellular network simulated annealing algorithm is used. Simulated annealing give optimal results in acceptable run-time.  ...  patterns Difficult to determine the optimal shape and size Importance of LA There are different location update schemes which are used for location management in mobile networks.  ... 
doi:10.5121/jgraphhoc.2010.2101 fatcat:w5ly64s74fhl7ausxubiluozdq

IMPLEMENTATION OF LRU ALGORITHM FOR LOCATION UPDATE IN WIRELESS M2M COMMUNICATION

Samruddhi C. Thawkar .
2014 International Journal of Research in Engineering and Technology  
Least Recent Used (LRU) algorithm is implemented for optimally pruning the nodes from the network for efficient location update which is considered as the best paging algorithm.  ...  which is more efficient for a MTC device to perform location updates only when new nodes are added into the network to avoid call dropping ratio.  ...  Group Registration Strategy In mobile networks the location of a mobile needs to be traced successfully for efficient call delivery.  ... 
doi:10.15623/ijret.2014.0304020 fatcat:s4up5w22cncnzahhjqnkpxgfma

Adaptive, distributed location management in mobile, wireless networks

K. Lee, Hong Wing Lee, Sanjay Jha, N. Bulusu
2004 2004 IEEE International Conference on Communications (IEEE Cat. No.04CH37577)  
Location management refers to the problem of updating and searching the current locations of multiple mobile nodes in a wireless network.  ...  We provide an analytical cost model for the location management problem and validate our hypothesis through simulation studies.  ...  LOCATION MANAGEMENT ALGORITHM In this section, we describe the network model we assume, the underlying system architecture for our location management scheme, and the algorithms to register mobile users  ... 
doi:10.1109/icc.2004.1313316 dblp:conf/icc/LeeLJB04 fatcat:ru5ketbjzjft7lfeb2paiajahq

A Simulated Annealing Based Location Area Optimization in Next Generation Mobile Networks

Vilmos Simon, Sándor Imre
2007 Mobile Information Systems  
Mobile networks have faced rapid increase in the number of mobile users and the solution for supporting the growing population is to reduce the cell sizes and to increase the bandwidth reuse.  ...  For that we propose a simulated annealing algorithm, which is applied on a basic Location Area partition of cells formed by a greedy algorithm.  ...  IPv6 to optimize the handover management in IP based next generation mobile networks.  ... 
doi:10.1155/2007/714741 fatcat:tkedxpxfi5d4vimgvhuivadv5y

Location Management Cost Optimization using Normalized Percentile Dwell Time

Swati Swayamsiddha, Prateek, Sudhansu Sekha Singh
2017 Journal of Engineering Science and Technology Review  
the total cost of Location Management.  ...  This work proposes Normalized Percentile Dwell Time Distribution to be incorporated into various bio-inspired algorithms such as Genetic Algorithm and Binary Particle Swarm Optimization for optimizing  ...  In the future, the proposed parameter may be implemented to other intelligent algorithms to optimize the total cost of location management.  ... 
doi:10.25103/jestr.105.13 fatcat:bxjfg6vhfvgjbloh6dd26lkogy

A Self-adaptable Agent System for Efficient Information Gathering [chapter]

Antonio Liotta, George Pavlou, Graham Knight
2001 Lecture Notes in Computer Science  
Agents act as area managers which are not bound to any particular network node and can sense the network, estimate better locations, and migrate in order to pursue location optimality.  ...  As networks become all-pervasive the importance of efficient information gathering for purposes such as monitoring, fault diagnosis, and performance evaluation can only increase.  ...  More detailed technical reports on this research are available to Industrial Members of Mobile VCE.  ... 
doi:10.1007/3-540-44651-6_14 fatcat:kvpixqzewfbuphswo6biiqrvhq

Network Management and Monitoring Solutions for Vehicular Networks: A Survey

João A. F. F. Dias, Joel J. P. C. Rodrigues, Vasco N. G. J. Soares, João M. L. P. Caldeira, Valery Korotaev, Mario L. Proença Jr
2020 Electronics  
However, designing efficient solutions for this type of network is not an easy task due to its particular characteristics.  ...  This paper elaborates on a comprehensive survey focusing on promising proposals to deal with monitoring and management functionalities in vehicular networks.  ...  Mobility Management Network mobility management operations are responsible for managing and maintaining Internet connectivity between groups of mobile nodes, aiming to achieve optimal network performance  ... 
doi:10.3390/electronics9050853 fatcat:sea2kau4b5czfpgqtd7zq4pfbm

Locating Performance Monitoring Mobile Agents in Scalable Active Networks [chapter]

Amir Hossein Hadad, Mehdi Dehghan, Hossein Pedram
2005 Lecture Notes in Computer Science  
We have tested our two methods for finding mobile agents optimal locations on four network topologies with different number of nodes and compared the obtained location.  ...  In this paper, we define an optimal location problem for monitoring mobile agents in a scalable active network as a p-median problem, which is indeed a kind of facility location problem.  ...  Proposed Method for Optimally Locating Mobile Agents Hosts In our proposed method, we use a genetic algorithm for finding near optimal location of mobile agent hosts.  ... 
doi:10.1007/11496199_50 fatcat:uy5c5dj4v5enrf7jdrvhcd7obq

Locating group members in a mobile environment

Tracy Camp, John C. Lusth, Jeff Matocha
1997 Information Sciences  
The Internet Engineering Task Force lists multicasting as a desired service for our future mobile computing environment.  ...  To provide this service, location management of a group of users involved in a multicasting application needs to be addressed.  ...  The first of these layers, the mobile view layer, is responsible for the location management of MHs.  ... 
doi:10.1016/s0020-0255(97)00041-8 fatcat:q63ul44ubnc2zggg3uhyiyxjne

Relocalisation and Management for Smart System in WSN: A Review

Simran S, Ms. Sonam Khattar
2017 IJARCCE  
Localization is one of the most important applications for wireless sensor networks since the locations of the sensor nodes are critical to both network operations and most application level tasks.  ...  The main objective of this work is to design mobility based network relocalization system in WSN.  ...  Mesh networks with Mobility management and Mesh Mobility Management have been proposed. He proposed a session-to-mobility ratio (SMR) based mobility management scheme.  ... 
doi:10.17148/ijarcce.2017.6471 fatcat:lgmkf6sfizbsdftflfhdcegy2a
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