Improvised Energy Efficient Routing Protocol Based On Ant Colony Optimization Aco For Wireless Sensor Networks

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Improvised Energy Efficient Routing Protocol based on Ant Colony Optimization (ACO) for Wireless Sensor Networks

Author : Anand Nayyar
Publisher : GRIN Verlag
ISBN 13 : 3668599211
Total Pages : 172 pages
Book Rating : 4.6/5 (685 download)

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Book Synopsis Improvised Energy Efficient Routing Protocol based on Ant Colony Optimization (ACO) for Wireless Sensor Networks by : Anand Nayyar

Download or read book Improvised Energy Efficient Routing Protocol based on Ant Colony Optimization (ACO) for Wireless Sensor Networks written by Anand Nayyar and published by GRIN Verlag. This book was released on 2017-12-22 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: Doctoral Thesis / Dissertation from the year 2017 in the subject Computer Science - Miscellaneous, , course: Ph.D Computer Science, language: English, abstract: Routing and Energy Efficiency is regarded as highly challenging area of Sensor networks. Significant advancements in Wireless Sensor Networks (WSNs) opens doors for wide implementation in real-time applications like Industrial Monitoring, Smart Cities development, Underwater monitoring operations, tracking objects and many more. Energy Efficient routing is regarded as the most challenging task. Sensor networks mostly operate in complex and dynamic environments and routing becomes tedious task to maintain as the network size increases. Lots of routing protocols- Reactive, Proactive and Hybrid are proposed by researchers but every protocol faces some limitations in terms of energy, routing, packet delivery ratio and security. Therefore, to overcome all the routing issues, the trend has shifted to Biological based Algorithms like Swarm Intelligence based techniques. Ant Colony Optimization based routing protocols have demonstrated exceptional results in terms of performance when applied to WSN routing. This thesis outlines routing protocols in sensor networks, highlight the concept of Swarm Intelligence and presents various Ant Colony Optimization based routing protocols for sensor networks. In addition to this, we present Ant Colony based Energy Efficient routing protocol (IEEMARP = Improvised Energy Efficient Multipath Ant Based Routing Protocol) for sensor networks. The proposed protocol takes into consideration various performance metrics like Packet Delivery Ratio, Throughput, Energy Efficiency, Routing Overhead and End-to-End delay. Proposed protocol is simulated and tested using NS-2.35 simulator. Simulation based results stated that IEEMARP routing protocol is overall 16% more efficient in terms of Packet delivery ratio, Energy Efficiency, Throughput, Routing Overhead and End-to-End delay as compared to other ACO based routing protocols. In addition to this, IEEMARP is highly reliable protocol to ensure timely delivery with acknowledgement packet exchange between source node to sink node and vice versa and also combats the issue of congestion and packet dropping to large extent.

Ant Colony Optimization

Author : Annu Ghotra
Publisher : LAP Lambert Academic Publishing
ISBN 13 : 9783659771903
Total Pages : 68 pages
Book Rating : 4.7/5 (719 download)

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Book Synopsis Ant Colony Optimization by : Annu Ghotra

Download or read book Ant Colony Optimization written by Annu Ghotra and published by LAP Lambert Academic Publishing. This book was released on 2015-08-24 with total page 68 pages. Available in PDF, EPUB and Kindle. Book excerpt: Wireless sensor networks composed of many small distributed sensor nodes that provide the reliable monitoring. Due to limited battery life of nodes various techniques were not so effective as it causes the early death of some nodes and hence fail to achieve the network suitability periods. The sensor nodes are battery-powered and it become dead after the consumption of the battery which is also called lifetime of Wireless sensor network . Ant Colony Optimization is being widely used in optimizing the network routing protocols. Ant Based Routing can play a significant role in the enhancement of network life time. In this book, Inter-cluster Ant Colony Optimization algorithm is used that relies upon ACO algorithm for routing of data packets in the network and an attempt has been made to minimize the efforts wasted in transferring the redundant data sent by the sensors which lie in the close proximity of each other in in a densely deployed network.

Ant-colony Optimization Based In-network Data Aggregation in Wireless Sensor Networks

Author : Meng Xie
Publisher :
ISBN 13 :
Total Pages : 140 pages
Book Rating : 4.:/5 (827 download)

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Book Synopsis Ant-colony Optimization Based In-network Data Aggregation in Wireless Sensor Networks by : Meng Xie

Download or read book Ant-colony Optimization Based In-network Data Aggregation in Wireless Sensor Networks written by Meng Xie and published by . This book was released on 2011 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: In-network data aggregation is an important technique in wireless sensor networks. It improves energy efficiency and alleviates congestive routing traffic by eliminating data redundancy in message passing processes. Ant-colony aggregation is a distributed algorithm that provides an intrinsic way of exploring search space to optimize settings for optimal data aggregation. This thesis aims to refine the heuristic function and the aggregation node selection method to maximize energy efficiency and extend network lifetime.

Smart and Innovative Trends in Next Generation Computing Technologies

Author : Pushpak Bhattacharyya
Publisher : Springer
ISBN 13 : 9811086605
Total Pages : 1010 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Smart and Innovative Trends in Next Generation Computing Technologies by : Pushpak Bhattacharyya

Download or read book Smart and Innovative Trends in Next Generation Computing Technologies written by Pushpak Bhattacharyya and published by Springer. This book was released on 2018-06-08 with total page 1010 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set CCIS 827 and 828 constitutes the thoroughly refereed proceedings of the Third International Conference on Next Generation Computing Technologies, NGCT 2017, held in Dehradun, India, in October 2017. The 135 full papers presented were carefully reviewed and selected from 948 submissions. There were organized in topical sections named: Smart and Innovative Trends in Communication Protocols and Standards; Smart and Innovative Trends in Computational Intelligence and Data Science; Smart and Innovative Trends in Image Processing and Machine Vision; Smart Innovative Trends in Natural Language Processing for Indian Languages; Smart Innovative Trends in Security and Privacy.

Mobile Computing and Wireless Networks: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1466687525
Total Pages : 2351 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Mobile Computing and Wireless Networks: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Mobile Computing and Wireless Networks: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2015-09-30 with total page 2351 pages. Available in PDF, EPUB and Kindle. Book excerpt: We live in a wireless society, one where convenience and accessibility determine the efficacy of the latest electronic gadgets and mobile devices. Making the most of these technologies—and ensuring their security against potential attackers—requires increased diligence in mobile technology research and development. Mobile Computing and Wireless Networks: Concepts, Methodologies, Tools, and Applications brings together a comprehensive range of voices and research in the area of mobile and wireless technologies, exploring the successes and failures, advantages and drawbacks, and benefits and limitations of the technology. With applications in a plethora of different research and topic areas, this multi-volume reference work benefits researchers, service providers, end-users, and information technology professionals. This four-volume reference work includes a diverse array of chapters and authors covering topics such as m-commerce, network ethics, mobile agent systems, mobile learning, communications infrastructure, and applications in fields such as business, healthcare, government, tourism, and more.

The Application of Ant Colony Optimization

Author : Ali Soofastaei
Publisher : BoD – Books on Demand
ISBN 13 : 1839681764
Total Pages : 92 pages
Book Rating : 4.8/5 (396 download)

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Book Synopsis The Application of Ant Colony Optimization by : Ali Soofastaei

Download or read book The Application of Ant Colony Optimization written by Ali Soofastaei and published by BoD – Books on Demand. This book was released on 2022-05-11 with total page 92 pages. Available in PDF, EPUB and Kindle. Book excerpt: The application of advanced analytics in science and technology is rapidly expanding, and developing optimization technics is critical to this expansion. Instead of relying on dated procedures, researchers can reap greater rewards by utilizing cutting-edge optimization techniques like population-based metaheuristic models, which can quickly generate a solution with acceptable quality. Ant Colony Optimization (ACO) is one the most critical and widely used models among heuristics and meta-heuristics. This book discusses ACO applications in Hybrid Electric Vehicles (HEVs), multi-robot systems, wireless multi-hop networks, and preventive, predictive maintenance.

Smart and Innovative Trends in Next Generation Computing Technologies

Author : Pushpak Bhattacharyya
Publisher : Springer
ISBN 13 : 9811086575
Total Pages : 843 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Smart and Innovative Trends in Next Generation Computing Technologies by : Pushpak Bhattacharyya

Download or read book Smart and Innovative Trends in Next Generation Computing Technologies written by Pushpak Bhattacharyya and published by Springer. This book was released on 2018-06-08 with total page 843 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set CCIS 827 and 828 constitutes the thoroughly refereed proceedings of the Third International Conference on Next Generation Computing Technologies, NGCT 2017, held in Dehradun, India, in October 2017. The 135 full papers presented were carefully reviewed and selected from 948 submissions. There were organized in topical sections named: Smart and Innovative Trends in Communication Protocols and Standards; Smart and Innovative Trends in Computational Intelligence and Data Science; Smart and Innovative Trends in Image Processing and Machine Vision; Smart Innovative Trends in Natural Language Processing for Indian Languages; Smart Innovative Trends in Security and Privacy.

Wireless Sensor Networks

Author : Suraiya Tarannum
Publisher : IntechOpen
ISBN 13 : 9789533073255
Total Pages : 350 pages
Book Rating : 4.0/5 (732 download)

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Book Synopsis Wireless Sensor Networks by : Suraiya Tarannum

Download or read book Wireless Sensor Networks written by Suraiya Tarannum and published by IntechOpen. This book was released on 2011-06-30 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: The importance and ubiquity of wireless networks in the modern age justifies the depth and scope of the chapters included in this book, with its special focus on sensors. Topics covered include MAC protocols, with one contribution offering a literature review on them. Energy efficiency is also important, with several chapters addressing cooperative beamforming, modern spatial-diversity techniques and MEMS. Hardware issues are addressed by a batch of chapters, on extending network coverage areas, CMOS RF transceivers, the use of an accelerometer sensor module and a fall-detection monitoring system and a couple of contributions on hierarchical paradigms in wireless sensor networks. More mathematical approaches are also included, with chapters on data aggregation tree construction and distributed localization algorithms.

Computer Networks, Big Data and IoT

Author : A.Pasumpon Pandian
Publisher : Springer Nature
ISBN 13 : 9811609659
Total Pages : 980 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Computer Networks, Big Data and IoT by : A.Pasumpon Pandian

Download or read book Computer Networks, Big Data and IoT written by A.Pasumpon Pandian and published by Springer Nature. This book was released on 2021-06-21 with total page 980 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents best selected research papers presented at the International Conference on Computer Networks, Big Data and IoT (ICCBI 2020), organized by Vaigai College Engineering, Madurai, Tamil Nadu, India, during 15–16 December 2020. The book covers original papers on computer networks, network protocols and wireless networks, data communication technologies and network security. The book is a valuable resource and reference for researchers, instructors, students, scientists, engineers, managers and industry practitioners in those important areas.

An Energy Efficient Routing Protocol for Wireless Sensor Networks

Author : Aurobinda Laha
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (817 download)

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Book Synopsis An Energy Efficient Routing Protocol for Wireless Sensor Networks by : Aurobinda Laha

Download or read book An Energy Efficient Routing Protocol for Wireless Sensor Networks written by Aurobinda Laha and published by . This book was released on 2012 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Nature-Inspired Computing Applications in Advanced Communication Networks

Author : Gupta, Govind P.
Publisher : IGI Global
ISBN 13 : 1799816281
Total Pages : 319 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Nature-Inspired Computing Applications in Advanced Communication Networks by : Gupta, Govind P.

Download or read book Nature-Inspired Computing Applications in Advanced Communication Networks written by Gupta, Govind P. and published by IGI Global. This book was released on 2019-12-27 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the rapid growth of technology in society, communication networks have become a heavily researched topic. Implementing these advanced systems is a challenge, however, due to the abundance of optimization problems within these networks. The use of meta-heuristic algorithms and nature-inspired computing has become a prevalent technique among researchers for solving these complex problems within communication networks. Despite its popularity, this specific computing technique lacks the appropriate amount of research that is needed for professionals to grasp a definite understanding. Nature-Inspired Computing Applications in Advanced Communication Networks is a collection of innovative research on the methods and applications of natural computation techniques and algorithms within communication systems such as wireless sensor networks, vehicular adhoc networks, and internet of things. While highlighting topics including mobile sensor deployment, routing optimization, and sleep scheduling, this book is ideally designed for researchers, network professionals, computer scientists, mathematicians, developers, scholars, educators, and students seeking to enhance their understanding of nature-inspired computing and its solutions within various advanced communication networks.

Energy Efficient Routing Protocols for Wireless Sensor Networks

Author : Amjad Mehmood
Publisher :
ISBN 13 : 9783659623257
Total Pages : 144 pages
Book Rating : 4.6/5 (232 download)

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Book Synopsis Energy Efficient Routing Protocols for Wireless Sensor Networks by : Amjad Mehmood

Download or read book Energy Efficient Routing Protocols for Wireless Sensor Networks written by Amjad Mehmood and published by . This book was released on 2018 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Wireless Sensor Networks

Author : Suraiya Tarannum
Publisher : IntechOpen
ISBN 13 : 9789533073255
Total Pages : 350 pages
Book Rating : 4.0/5 (732 download)

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Book Synopsis Wireless Sensor Networks by : Suraiya Tarannum

Innovations in Computational Intelligence

Author : Brajendra Panda
Publisher : Springer
ISBN 13 : 9811045550
Total Pages : 309 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Innovations in Computational Intelligence by : Brajendra Panda

Download or read book Innovations in Computational Intelligence written by Brajendra Panda and published by Springer. This book was released on 2017-11-02 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: The present book includes a set of selected best papers from the 3rd International Conference on Recent Developments in Science, Engineering and Technology (REDSET 2016), held in Gurgaon, India, from 21 to 22 October 2016. The conference focused on the experimental, theoretical and application aspects of innovations in computational intelligence and provided a platform for the academicians and scientists. This book provides an insight into ongoing research and future directions in this novel, continuously evolving field. Many decades have been devoted to creating and refining methods and tools for computational intelligence such as Artificial Neural Networks, Evolutionary Computation, Fuzzy Logic, Computational Swarm Intelligence and Artificial Immune Systems. However, their applications have not yet been broadly disseminated. Computational intelligence can be used to provide solutions to many real-life problems, which could be translated into binary languages, allowing computers to process them. These problems, which involve various fields such as robotics, bioinformatics, computational biology, gene expression, cancer classification, protein function prediction, etc., could potentially be solved using computational intelligence techniques.

Energy Efficient Routing Protocols with Comprehensive Information Retrieval for Wireless Sensor Networks

Author :
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (492 download)

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Book Synopsis Energy Efficient Routing Protocols with Comprehensive Information Retrieval for Wireless Sensor Networks by :

Download or read book Energy Efficient Routing Protocols with Comprehensive Information Retrieval for Wireless Sensor Networks written by and published by . This book was released on 2001 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Wireless sensor networks are expected to find wide applicability and increasing deployment in coming years, as they enable reliable monitoring and analysis of the environment. Users of such a system will expect to get a real time warning when time-critical situations occur in the network and also to be able to retrieve any required information by issuing queries to the network. In this thesis, we propose a formal classification of sensor networks, based on their mode of functioning, as proactive and reactive networks. In proactive networks data is collected at pre-specified, fixed intervals while reactive strategy requires the nodes to respond immediately ton changes in the relevant parameters of interest. We are able to combine the best features of proactive and reactive networks while minimizing their limitations to create a new type of network called a Hybrid network which not only reacts to time-critical situations, but also gives an overall picture of the network at periodic intervals in a very energy efficient manner. We introduce two new energy efficient protocols, TEEN (Threshold-sensitive Energy Efficient sensor Network protocol) for reactive networks and APTEEN (Adaptive Periodic Threshold-sensitive Energy Efficient sensor Network protocol) for hybrid networks. We have also proposed a third protocol for routing queries in hybrid networks. This protocol provides the user, flexibility to request either past, present or future data from the network in the form of historical, one-time and persistent queries respectively. We have also analytically determined the delay incurred in handling the various types of queries. To our knowledge, such an analytical modeling has been done for the first time for sensor network queries. These three protocols offer versatility to the users while consuming energy very efficiently by minimizing non-critical data transmissions. We evaluated the performance of these protocols for a simple temperature sensing application with a Poisson arrival rate for queries. In terms of energy efficiency, these protocols have been observed to outperform existing conventional warehousing sensor network protocols.

Wireless Mesh Networks

Author : Mutamed Khatib
Publisher :
ISBN 13 : 178985203X
Total Pages : 182 pages
Book Rating : 4.7/5 (898 download)

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Book Synopsis Wireless Mesh Networks by : Mutamed Khatib

Download or read book Wireless Mesh Networks written by Mutamed Khatib and published by . This book was released on 2020-05-13 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt:

A Multi-objective Ant Colony Optimisation-based Routing Approach for Wireless Sensor Networks Incorporating Trust

Author :
Publisher :
ISBN 13 :
Total Pages : 310 pages
Book Rating : 4.:/5 (931 download)

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Book Synopsis A Multi-objective Ant Colony Optimisation-based Routing Approach for Wireless Sensor Networks Incorporating Trust by :

Download or read book A Multi-objective Ant Colony Optimisation-based Routing Approach for Wireless Sensor Networks Incorporating Trust written by and published by . This book was released on 2012 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the near future, Wireless Sensor Networks (WSNs) are expected to play an important role for sensing applications, in the civilian as well as in the military sector. WSNs are autonomous, distributed, self-organised networks consisting of multiple sensor nodes. Usually, the limited radio range of the nodes, arising from energy constrains, is overcome by the cooperation of nodes. As the Combinatorial Optimisation Problem (COP) of routing is computationally hard, often approximation algorithms are preferred, which are capable of finding near optimal solutions within polynomial time. A simple...