Energy Efficient Data Transmission in IoT Platforms

Izaddoost, Alireza; Siewierski, Matthew

doi:10.1016/j.procs.2020.07.055

Cited by 15 publications

(10 citation statements)

References 15 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Thus, 15.43% better RE is accomplished using ETALGOR over IDA-OEP. The energy-efficient Optimal Multi-path Routing protocol (EOMR) (18) improves residual energy by 15%. Thus, 15.16% better RE is accomplished using ETALGOR compared to EOMR.…”

Section: Simulation Resultsmentioning

confidence: 99%

“…Thus, ETALGOR achieves an overall improvement of 17.6% PDR ratio over LOADng-IoT-Mob. The EOMR (18) achieves a PDR ratio performance of 60% for parallel transmissions. The PDR ratio decreases with a rise in the volume of parallel transmissions.…”

Section: Simulation Resultsmentioning

confidence: 99%

“…Thus, 5.80% better lifetime is accomplished using ETALGOR over REERS. ETALGOR achieves an overall lifetime improvement of 10.66% over EOMR (18) . ETALGOR achieves an overall lifetime improvement of 19.1% over ECRR (20) .…”

Section: Fig 8 Pdr Ratio Of Etalgormentioning

confidence: 98%

“…Alireza Izaddoost et al, (18) explained how remote IoT nodes must deliver data to the server across numerous hops. Picking the forwarding node with peak energy magnitude from a list may decrease energy utilization and intensify the node's operational time.…”

Section: Introductionmentioning

confidence: 99%

See 3 more Smart Citations

ETX-Aware Energy-Efficient Algorithm to Reduce Packet Retransmissions in the Internet of Things

Newton¹,

Felix²

2022

IJST

View full text Add to dashboard Cite

Objectives: An energy-efficient optimum path selection to reduce the number of packet retransmissions in a path is proposed in this paper using a new metric New-Expected Transmission Count (N-ETX), Residual Energy (RE), and Path Objective Function (POF). Methods: Energy efficiency, packet retransmission, and RE is considered while making the best choice of the optimum path. The refined N-ETX metric is employed to measure the Packet Delivery Ratio (PDR) of a node. If the PDR ratio is higher, this node is included in the optimum path set. The proposed algorithm avoids the inclusion of critical nodes such as dead nodes if the RE of the nodes is lower than the predefined Energy Threshold (E T HR ). The Unicast message reply to strategy significantly decreases the quantity of control message overhead. The T-test's Degree of Variance and Degree of Independence is used to discover the energy-efficient optimum path. It is demonstrated through performance outcomes that the obtained Quality of Service (QoS) parameters for the proposed algorithm stands superior to the state-of-art protocols. Findings: An algorithm established on N-ETX and RE metrics is proposed, and the discussions have shown that this approach is energy efficient. This metric decreases the quantity of packet retransmission effectively for a path. As an outcome, the sensor's higher energy consumption is reduced. The proposed algorithm outperforms the current algorithm by decreasing energy consumption, reducing the quantity of packet retransmission, improving the PDR ratio, and enhancing the network life expectancy. The simulation outcome established that energy consumed is decreased by 19.07%, RE of the nodes is increased by 10.51%, PDR ratio is increased to 98%, and network lifespan is increased by 30.54%. Novelty: Internet of Things (IoT) gadgets are bound by hardware limits regarding computation, memory, and energy proficiency. To effectively transmit data packets, every IoT device must have a routing communications protocol that is easy to create. IoT devices necessitate the demand for self-adaptive routing algorithms. During network operation, packet energy dissipation during the broadcast and reception process is significantly higher when assessed to other https://www.indjst.org/ energy-consuming processes like sensing, data processing, etc.

show abstract

Section: Simulation Resultsmentioning

confidence: 99%

Section: Simulation Resultsmentioning

confidence: 99%

Section: Fig 8 Pdr Ratio Of Etalgormentioning

confidence: 98%

Section: Introductionmentioning

confidence: 99%

See 2 more Smart Citations

ETX-Aware Energy-Efficient Algorithm to Reduce Packet Retransmissions in the Internet of Things

Newton¹,

Felix²

2022

IJST

View full text Add to dashboard Cite

show abstract

“…The client wished to access the information would then read the content of the block from the closest DataNode, during the reading of the data block. When the client is writing, NameNode is asked to specify a three-dataNodes suite that can hold block replicas [12]. The data is then entered as a pipeline, user as node1, then node 1 as node 2 and node2 as node 3 in the DataNodes.…”

Section: About Hadoop Architecturementioning

confidence: 99%

Switching Towards a Proactive Grid Based Data Management Approach

2021

AMLAI

View full text Add to dashboard Cite

Over time, an exorbitant data quantity is generating which indeed requires a shrewd technique for handling such a big database to smoothen the data storage and disseminating process. Storing and exploiting such big data quantities require enough capable systems with a proactive mechanism to meet the technological challenges too. The available traditional Distributed File System (DFS) becomes inevitable while handling the dynamic variations and requires undefined settling time. Therefore, to address such huge data handling challenges, a proactive grid base data management approach is proposed which arranges the huge data into various tiny chunks called grids and makes the placement according to the currently available slots. The data durability and computation speed have been aligned by designing data disseminating and data eligibility replacement algorithms. This approach scrumptiously enhances the durability of data accessing and writing speed. The performance has been tested through numerous grid datasets and therefore, chunks have been analysed through various iterations by fixing the initial chunks statistics, then making a predefined chunk suggestion and then relocating the chunks after the substantial iterations and found that chunks are in an optimal node from the first iteration of replacement which is more than 21% of working clusters as compared to the traditional approach.

show abstract

A systematic survey on content caching in ICN and ICN-IoT: Challenges, approaches and strategies

Vimala

Shreyas³

2023

Computer Networks

View full text Add to dashboard Cite

Energy Efficient Data Transmission in IoT Platforms

Cited by 15 publications

References 15 publications

ETX-Aware Energy-Efficient Algorithm to Reduce Packet Retransmissions in the Internet of Things

ETX-Aware Energy-Efficient Algorithm to Reduce Packet Retransmissions in the Internet of Things

Switching Towards a Proactive Grid Based Data Management Approach

A systematic survey on content caching in ICN and ICN-IoT: Challenges, approaches and strategies

Contact Info

Product

Resources

About