Analysis of Wireless Multimedia Sensor Network

Yadav, Virender; Arora, Ginni

doi:10.1109/peeic47157.2019.8976769

Cited by 5 publications

(2 citation statements)

References 9 publications

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“…Internet of Multimedia Things (IoMT), 1 also referred to as Multimedia Internet of Things (MIoT), 2 are networks in which multimedia things can interact with one and with other things connected to the Internet to provide multimedia-based services and applications. Wireless multimedia sensor networks (WMSNs) 3 are the key infrastructure for IoMT applications.…”

Section: Introductionmentioning

confidence: 99%

A distributed scheme for energy-efficient event-based target recognition using Internet of Multimedia Things

Al-Sabhan

Soudani

AlMusallam

2022

International Journal of Distributed Sensor Networks

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The availability of low-cost embedded devices for multimedia sensing has encouraged their integration with low-power wireless sensors to create systems that enable advanced services and applications referred to as the Internet of Multimedia Things. Image-based sensing applications are challenged by energy efficiency and resource availability. Mainly, image sensing and transmission in Internet of Multimedia Things severely deplete the sensor energy and overflow the network bandwidth with redundant data. Some solutions presented in the literature, such as image compression, do not efficiently solve this problem because of the algorithms’ computational complexities. Thus, detecting the event of interest locally before the communication using shape-based descriptors would avoid useless data transmission and would extend the network lifetime. In this article, we propose a new approach of distributed event-based sensing scheme over a set of nodes forming a processing cluster to balance the processing load. This approach is intended to reduce per-node energy consumption in one sensing cycle. The conducted experiments show that our novel method based on the general Fourier descriptor decreases the energy consumption in the camera node to only 2.4 mJ, which corresponds to 75.32% of energy-saving compared to the centralized approach, promising to prolong the network lifetime significantly. In addition, the scheme achieved more than 95% accuracy in target recognition.

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Section: Introductionmentioning

confidence: 99%

A distributed scheme for energy-efficient event-based target recognition using Internet of Multimedia Things

Al-Sabhan

Soudani

AlMusallam

2022

International Journal of Distributed Sensor Networks

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“…WMSNs not only enhance the networking features of conventional WSNs but also meet a wide range of peculiar applications including civilian and military domains with audio/video surveillance, law and order enforcement report creation, automated traffic systems, tele-medicine and healthcare, ambient elderly assistance, smart homes, smart cities and process control in industries. WMSNs at large are employed in real-world applications like multimedia surveillance systems, storing appropriate multimedia data, highway traffic controlling, remote health monitoring, advanced environment monitoring, locating missing individuals, industrial processes like manufacturing of semiconductors, vehicle parts, food processing and pharmacy products [11,12].…”

Section: Introductionmentioning

confidence: 99%

An optimal algorithm for better efficiency in WMSN for multimedia applications

Alasadi

2021

IET Wireless Sensor Systems

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The recent trends in wireless network sensor technology are moving towards multimedia applications. Multimedia sensor nodes are difficult to communicate, but communication is necessary. Multimedia service offers both video monitoring and voice over wireless sensor networks. This causes severe problems with usage of data, power, bandwidth, energy usage and wireless sensor network deployment costs. The key restriction for the expansion of a network is the energy conservation. The nodes are distributed in the field to collect audio, video and density information so as to collect the information from sensors. The network of wireless sensors provides different layer nodes depending on their power level. In this work, Enhanced Greedy Forwarding with efficient Multi‐path and Dynamic Routing (EGFMDR) protocol was proposed and the results were compared with existing state‐of‐the‐art protocols like Ad‐hoc On‐demand Distance Vector and DYMO. Depending on how powerful they are, multi‐stage architectures were employed in various areas such as observation, military, media and traffic surveillance. They retain the effectiveness of wireless sensor network in multimedia applications. Service quality protocol parameters were analysed, and from the simulation results attained, the proposed EGFMDR protocol displays reduced end‐to‐end delay, lesser packet loss ratio and increased energy efficiency.

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A Systematic Review for Medical Data Fusion Over Wireless Multimedia Sensor Networks

Anita,

Kumaran

2023

Artificial Intelligence for Sustainable Applications

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Analysis of Wireless Multimedia Sensor Network

Cited by 5 publications

References 9 publications

A distributed scheme for energy-efficient event-based target recognition using Internet of Multimedia Things

A distributed scheme for energy-efficient event-based target recognition using Internet of Multimedia Things

An optimal algorithm for better efficiency in WMSN for multimedia applications

A Systematic Review for Medical Data Fusion Over Wireless Multimedia Sensor Networks

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