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Load-Balanced Data Collection through Opportunistic Routing

Mathieu Michel, Simon Duquennoy, Bruno Quoitin, Thiemo Voigt
2015 2015 International Conference on Distributed Computing in Sensor Systems  
We extend ORPL, an opportunistic version of the standard routing protocol RPL, with support for load-balancing.  ...  Wireless Sensor Networks performing low-power data collection often suffer from uneven load distribution among nodes.  ...  We argue that opportunistic routing offers a number of benefits when it comes to load balancing.  ... 
doi:10.1109/dcoss.2015.10 dblp:conf/dcoss/MichelDQV15 fatcat:clls3psjzzgoxc7kta7m7cnslu

Utility-Aware Enhanced Reliable Opportunistic Routing Protocol for Mobile Adhoc Networks

2019 International journal of recent technology and engineering  
Hence in this article, Power and Load-aware i.e., Utility-Aware Reliable Opportunistic Routing (UAROR) protocol is proposed to enhance the efficiency and reliability of the routing protocol.  ...  to determine the multiple nodedisjoint power and select the load-aware optimal paths to their destinations.  ...  However, latency of data collection was high. Energy Efficient Load-Aware Routing (EELAR) technique [9] was proposed for MANET.  ... 
doi:10.35940/ijrte.b3322.078219 fatcat:hwxfscnvirbk3dzhdyuu2lpfni

A Survey on Efficient Secure Routing in Industrial Network for Improved QoS

2021 International journal for innovative engineering and management research  
Similarly, most threats occur over the routing procedure.  ...  This article analyzes various routing protocols and threats towards QoS of Industrial networks.  ...  Gui, 2017) Routing Method Used: A trust and packet load balancing based opportunistic routing (TPBOR). Measures the trust according to the energy.  ... 
doi:10.48047/ijiemr/v10/i12/03 fatcat:gtxjys6vyvabdn6xz6hfrcsvmm

Review on Routing Techniques in Wireless Sensor Networks

Aman PreetSingh, Rohit Bajaj
2015 International Journal of Computer Applications  
There are several energy efficient solutions in existence which optimizes routing cost/metric calculation, load balancing approaches, data forwarding applications, etc.  ...  The tree based routing, single path or multi path routing, optimized metric routing, etc have been evaluated under this performance evaluation survey.  ...  There is a strong need of load-balancing so that data can be transferred in the parallel manner at high bandwidth through shorter routes with balanced energy.  ... 
doi:10.5120/20307-2349 fatcat:fw3xv5hrjfb2pbl3fb4t3zq5pa

Distributed Dynamic Memetic Algorithm Based Coding Aware Routing for Wireless Mesh Sensor Networks

Saeed Hamam, Ahmad S. Almogren
2016 International Journal of Distributed Sensor Networks  
sensor data and error recovery.  ...  balancing elevating congestion.  ...  time, throughput, and load balancing.  ... 
doi:10.1155/2016/5429303 fatcat:fubqcgmjbnhnvd4fn673ks4tjq

ABORt: Acknowledgement-Based Opportunistic Routing Protocol for High Data Rate Multichannel WSNs

Hamadoun Tall, Gérard Chalhoub
2017 Journal of Sensor and Actuator Networks  
However, in heavy traffic scenarios, routing protocols should be adapted to allow load balancing and to avoid losing data packets due to congestion and queue overflow.  ...  In this paper, we present an Acknowledgement-Based Opportunistic Routing (ABORt) protocol designed for high data rate multichannel WSNs.  ...  Acknowledgement-Based Opportunistic Routing Protocol We consider a large-scale multichannel WSNs for data collection applications, where all collected data are destined to one common node usually called  ... 
doi:10.3390/jsan6040023 fatcat:y26btlqzubebjgc6n6ou4q7mv4

Energy Optimization for WSN in Ubiquitous Power Internet of Things

Wei Hu, Huanhao Li, Wenhui Yao, Yawei Hu
2019 International Journal of Computers Communications & Control  
Meanwhile, the traffic of each link was computed through linear programming to guide the distribution of data traffic in the network.  ...  Finally, an energy optimization algorithm was proposed based on opportunistic routing, in a more realistic low power mode.  ...  WSN opportunistic routing Targeting unreliable networks, opportunistic routing increases network throughput through fewer transmissions and lower energy consumption, using multiple nodes in the next hop  ... 
doi:10.15837/ijccc.2019.4.3572 fatcat:2lw4kzn6fbemrfnfvixwwuuspa

Reactive sink mobility in wireless sensor networks

Daniele Puccinelli, Matthew Brennan, Martin Haenggi
2007 Proceedings of the 1st international MobiSys workshop on Mobile opportunistic networking - MobiOpp '07  
We illustrate the impact of this reactive sink mobility concept on data collection by implementing it on top of a novel gradient-based routing protocol.  ...  The ability of a sink node to move can greatly improve the fault tolerance and load balancing properties of a sensor network.  ...  In [23] , data collection from a sparse sensor network is performed with data mules, mobile sinks moving in an arbitrary fashion and collecting data opportunistically whenever they are near a given static  ... 
doi:10.1145/1247694.1247700 fatcat:n2rcdaqqsrc3hepxobth5tu4xm

Energy Efficient Data Transmission in IoT Platforms

Alireza Izaddoost, Matthew Siewierski
2020 Procedia Computer Science  
The collected data by IoT nodes will be transferred to a gateway server which may aggregate data and send it to a cloud platform for further data processing.  ...  The collected data by IoT nodes will be transferred to a gateway server which may aggregate data and send it to a cloud platform for further data processing.  ...  This approach could employ load balancing in data routing while reducing power consumption on a common path among all nodes or the shortest path.  ... 
doi:10.1016/j.procs.2020.07.055 fatcat:xf6prl64wzay5hnof2ivfsjbem

A Survey on the Evolution of Opportunistic Routing with Asynchronous Duty-Cycled MAC in Wireless Sensor Networks

Ayesha Akter Lata, Moonsoo Kang
2020 Sensors  
OR achieves energy efficiency via load-balancing, which forwards packets along multiple routes over WSNs.  ...  At the routing layer, an energy-efficient routing protocol, known as opportunistic routing (OR), has been designed to improve efficiency.  ...  LORA Recently, in 2019, Ammar et al. proposed Load-Balanced Opportunistic Routing for Asynchronous duty-cycled WSN (LORA) [16] , an opportunistic routing protocol for balancing load issues in asynchronous  ... 
doi:10.3390/s20154112 pmid:32718100 fatcat:mjac6c7c65aflawehs45lukp5e

Let the tree Bloom

Simon Duquennoy, Olaf Landsiedel, Thiemo Voigt
2013 Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems - SenSys '13  
Previous work has shown that opportunistic routing can achieve low-latency data collection in duty-cycled networks.  ...  By combining RPL's tree-like topology with opportunistic routing, ORPL forwards data to any destination based on the mere knowledge of the nodes' sub-tree.  ...  This work was partly funded by the European Commission through CALIPSO (contract number FP7-ICT-2011.1.3-288879) and by SSF, the Swedish Foundation for Strategic Research.  ... 
doi:10.1145/2517351.2517369 dblp:conf/sensys/DuquennoyLV13 fatcat:pec5ddl3efd4voyoldzfzs2zou

Opportunistic Overlays: Efficient Content Delivery in Mobile Ad Hoc Networks [chapter]

Yuan Chen, Karsten Schwan
2005 Lecture Notes in Computer Science  
and processing event subscriptions and for routing processed events to corresponding consumers.  ...  Experimental results demonstrate that the opportunistic overlay approach is practically applicable and the performance advantages attained from the use of opportunistic overlays can be substantial.  ...  The data in the CIT is collected from mobile clients.  ... 
doi:10.1007/11587552_18 fatcat:hh7e4qb4jjb5npjtbc53skfpli

Opportunistic computing for wireless sensor networks

Marco Avvenuti, Paolo Corsini, Paolo Masci, Alessio Vecchio
2007 2007 IEEE Internatonal Conference on Mobile Adhoc and Sensor Systems  
The proposed solution is based on the idea of partitioning the application code into a number of opportunistically cooperating modules.  ...  nodes and analyzer nodes with opportunistic computing Figure 5 . 5 Load-balancing of energy consumption  ...  This would introduce a simple form of load balancing in terms of energy consumption. Sometimes direct swapping of roles can be unfeasible because of the limited memory available.  ... 
doi:10.1109/mobhoc.2007.4428751 dblp:conf/mass/AvvenutiCMV07 fatcat:2nj4t5qahzgzrfpzh6nbauyngy

Performance Analysis of Opportunistic Routing in Multi-Sink Mobile Ad Hoc Wireless Sensor Networks

Amandeep SinghDhaliwal, Maninder Singh
2012 International Journal of Computer Applications  
In this paper we illustrate the existing routing protocol ORMMA-WSN and analyse various parameters viz. throughput, delay, and network load by varying the number of sensor nodes and transmission power  ...  through the network to a main location.  ...  Next important opportunistic routing protocol is the Opportunistic Routing in Ad Hoc Networks (OPRAH) [3] .  ... 
doi:10.5120/8582-2329 fatcat:k6godcmtebhf5gytlrmwjf6yge

CHARON: Routing in low-density opportunistic wireless sensor networks

Jorge M Soares, Rui M Rocha
2009 2009 2nd IFIP Wireless Days (WD)  
CHARON uses delay as a routing metric, and provides basic QoS mechanisms, with both a quasi-single-copy mode for general traffic and a multi-copy mode for urgent data.  ...  This paper proposes CHARON (Convergent Hybrid-replication Approach to Routing in Opportunistic Networks), an approach that focuses on maximizing efficiency in addition to delivery statistics.  ...  We have supposed, so far, that collected data is not urgent or critical.  ... 
doi:10.1109/wd.2009.5449666 fatcat:nc5ixrzcxbhixfdoabfciwfbze
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