An energy efficient IoT data compression approach for edge machine learning

J Azar, A Makhoul, M Barhamgi, R Couturier - Future Generation Computer …, 2019 - Elsevier
… are collected from the driver using a Wireless Body Sensor Network (WBSN) and wearable
devices and … An important step towards energy efficiency in IoT applications is the transfer of …

Data redundancy-control energy-efficient multi-hop framework for wireless sensor networks

G Ahmed, X Zhao, MMS Fareed, MR Asif… - Wireless Personal …, 2019 - Springer
… eliminates the data packets which are not moving towards the … in the network sensing field
through a distributed algorithm. … cluster head selected in the densely populated area has more …

MQRP: Mobile sinks-based QoS-aware data gathering protocol for wireless sensor networks-based smart grid applications in the context of industry 4.0-based on …

M Faheem, VC Gungor - Future Generation Computer Systems, 2018 - Elsevier
… at different levels for energy efficient data transmission in the … from data sources towards
the sinks. However, due to relaying … to its own unlimited large data storage until the sensor’s …

[HTML][HTML] Machine learning techniques for energy efficiency and anomaly detection in hybrid wireless sensor networks

M Mittal, RP De Prado, Y Kawai, S Nakajima… - Energies, 2021 - mdpi.com
data traffic towards the BS and enhance the network lifetime. Therefore, LEACH supports the
clustering approach to provide an energy efficient … WSNs are generally densely deployed in …

[HTML][HTML] Big data analytics and smart cities: applications, challenges, and opportunities

E Cesario - Frontiers in big data, 2023 - frontiersin.org
… , thus achieving good benefits in terms of energy saving. … , the analysis has been performed
considering the crime dense … take to head out of the city and toward the airport. It is clear that …

Data aggregation in wireless sensor networks: Previous research, current status and future directions

S Randhawa, S Jain - Wireless Personal Communications, 2017 - Springer
Data aggregation is an energy efficient technique in WSNs. Due to high node density in
sensor networks same data … and is sent towards source nodes to sense the data required for …

The state-of-the-art wireless body area sensor networks: A survey

RA Khan, ASK Pathan - … of Distributed Sensor Networks, 2018 - journals.sagepub.com
… coverage, data rate, security, privacy, and energy efficiency. It … of selecting the route that data
may take toward the sink. The … Today, our life is heavily dependent on technology. With the …

Survey on clustering in heterogeneous and homogeneous wireless sensor networks

AS Rostami, M Badkoobe, F Mohanna… - The Journal of …, 2018 - Springer
… moves from dense regions toward sparse … energy efficiency and to improve the sensor
networks [88]. Hierarchical routing and data gathering protocols imply CB organization of sensors

Big data-driven optimization for mobile networks toward 5G

K Zheng, Z Yang, K Zhang, P Chatzimisios… - … network, 2016 - ieeexplore.ieee.org
… integrating big data analytics with network optimization toward the … of Big Data-Driven (BDD)
mobile network optimization. We … to make more efficient use of spectra in densely populated …

An efficient multidimensional big data fusion approach in machine-to-machine communication

A Ahmad, A Paul, M Rathore, H Chang - ACM Transactions on …, 2016 - dl.acm.org
… is the densely distributed wireless sensor network is used for … that we are considering a
wireless sensor network (WSN) … cations, numerous efforts toward big data analytics’ architecture …