Information Gathering Schemes for Collaborative Sensor Devices

Aly, Salah A.; Alghamdi, Turki Ali; Salim, Mohamed; Amin, Hesham H.; Gutub, Adnan

doi:10.1016/j.procs.2014.05.545

Cited by 25 publications

(9 citation statements)

References 9 publications

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“…Routing for data aggregation, compression, and fusion is very effective to decrease in-network data transmission. [2][3][4][5][6][7][8][9][10][11][12][13][14][15] In the shortest path tree (SPT), 2 each source sends its information to the sink along the shortest path between the two and overlapping paths are combined to form an aggregation tree. Energy efficient cluster-based data aggregation (ECBDA) 3 divides the monitoring region into multiple layers, forms K clusters for each layer according to the node residual energy and communication cost, fuses data in clusters, and routes data by efficient route discovery.…”

Section: Related Workmentioning

confidence: 99%

“…A lightweight, latency-aware routing for data compression (L2DC) scheme 11 facilitates data compression by determining each node to keep packets for compression locally or to send them out to be compressed in a distributed manner, and it can eliminate auxiliary redundant packet and select relay nodes to reduce packet latency. Aly et al [12][13][14] proposed a series of distributed data collection algorithms for large-scale WSNs, and these algorithms do not depend on the sensor network topology, routing tables, or geographic locations of sensor nodes. Subtree merging-based data collection (SMDC) is designed for area query applications, and it can prevent unnecessary energy consumption in ancestor nodes for routing through the union of disjoint sets for different subtrees.…”

Section: Related Workmentioning

confidence: 99%

“…Currently, many researchers design data compression or fusion mechanisms, mine in-network data correlation, and investigate the methods for building aggregation routing trees that facilitate data aggregation to decrease the in-network data. 2–35…”

Section: Introductionmentioning

confidence: 99%

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Distributed and morphological operation-based data collection algorithm

Nie

Wang

Qin

et al. 2017

International Journal of Distributed Sensor Networks

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When monitoring the environment with wireless sensor networks, the data sensed by the nodes within event backbone regions can adequately represent the events. As a result, identifying event backbone regions is a key issue for wireless sensor networks. With this aim, we propose a distributed and morphological operation-based data collection algorithm. Inspired by the use of morphological erosion and dilation on binary images, the proposed distributed and morphological operation-based data collection algorithm calculates the structuring neighbors of each node based on the structuring element, and it produces an event-monitoring map of structuring neighbors with less cost and then determines whether to erode or not. The remaining nodes that are not eroded become the event backbone nodes and send their sensing data. Moreover, according to the event backbone regions, the sink can approximately recover the complete event regions by the dilation operation. The algorithm analysis and experimental results show that the proposed algorithm can lead to lower overhead, decrease the amount of transmitted data, prolong the network lifetime, and rapidly recover event regions.

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Section: Related Workmentioning

confidence: 99%

Section: Related Workmentioning

confidence: 99%

See 1 more Smart Citation

Distributed and morphological operation-based data collection algorithm

Nie

Wang

Qin

et al. 2017

International Journal of Distributed Sensor Networks

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“…Similarly, technologies play an active and important role in the educational environment, whether in schools or educational centers or universities [ 6 ]. The IoT technology is increasingly involved in numerous vertical applications that address a range of individual and community needs [ 7 ], including media [ 8 ] and data conversations [ 9 ], banking services [ 2 ], detection systems [ 10 , 11 ], smart cities [ 12 , 13 ], military applications [ 14 ], shopping and movement facilitations [ 15 ], local and international education [ 16 ], entertainment and medical services [ 17 ], and many others [ 18 – 22 ].…”

Section: Introductionmentioning

confidence: 99%

Progress of IoT Research Technologies and Applications Serving Hajj and Umrah

Shambour

Gutub

2021

Arab J Sci Eng

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The term IoT technology is associated with many fields, including scientific, commercial, industrial, health, transportation and other fields, which became a necessity of daily life across all segments of society. Artificial intelligence, the Internet of things, data science and big data are among the most prominent fields of technologies in the modern era of e-knowledge, which are increasingly being relied on in many areas of our life. This research is considered very special and urgent affecting around 20% of the humanities, i.e., Muslim people, whom try to be selected to perform Islamic rituals every year. Given this importance of applying and adapting technologies to serve Hajj and Umrah performers, it is necessary to conduct an analytical study for the technologies and their applications that have been applied in the Hajj and Umrah system. The surveyed studies have been classified, according to their targeted services (focus area), into four main branches, including studies of the two holy mosques and the holy sites, studies of the pre-arrival visitors, housing and services studies, and transportation and crowd management studies. The classified studies were analyzed according to research field, research instrument, statistical method, nature of statistical data, data collection tools, and research citations. The paper outcome opens novel research practical directions selected based on holistic overview of the current technologies analytical survey, which is essential to be considered to improve Hajj and Umrah services coping with today’s technology, in addition to discussing other open issues that need further deep research.

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“…This current technology adoption is part of the national strategy stressed by Saudi Arabia Kingdom vision 2030 to involve smart systems, artificial intelligence, and internet of things, as main contributor serving all important Hajj and Umrah sectors (Farooqi et al, 2019). Therefore, the Saudi government is working to involve information and communication technology (ICT) in all its facilities for information gathering (Aly et al, 2014), data dissemination (Aly et al, 2013), and deeply use it for smart decision-making within Hajj and Umrah services (Alharthi & Gutub, 2017). The government also pushed preparing the next generation (local students) to be geared fully via information technology (Almutairi et al, 2020).…”

Section: Introductionmentioning

confidence: 99%

Personal Privacy Evaluation of Smart Devices Applications Serving Hajj and Umrah Rituals

Shambour

Gutub

2021

JER is an international, peer-reviewed journal that publishes f

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Mobile Applications (apps) are one of the most important tools that provide many services in different and varied fields of human life such as social, health, commercial, political, and other services. These apps make information easily available to everyone, fast to get, and cheaper than traditional methods. The Hajj pilgrims and Umrah performances (Al-Rahman Holy guests) have a share of the electronic services provided by many governmental and private sectors inside the Kingdom of Saudi Arabia. The offered services ensure that these religious guests have the ability to gain useful knowledge before and during the period they are stayed in the land of the Two Holy Mosques. In this paper, we collected all possible apps related to Hajj and Umrah, from the Google Store, during the season of Hajj 1440 AH (2019 AD), which amounted to 471 apps through searching on relevant applications to Hajj and Umrah services. We studied the applications public info trying to gain personal privacy characteristics from user rating, number of evaluators, recent updates, volume of applications, languages, number of downloads, and specific services provided. The results showed that the largest percentage of the studied apps are the facilitations of the Hajj ritual with 18%, followed by 15.1% for Umrah ritual and 10.2% for prayer supplications. The results also indicated attractive 33 common languages used, showing English with most popularity of 27.4%, followed by Arabic and Urdu of 24.3% and 14.3%. In addition, the study specified the most desirable services favoured by the religious guests expressing interesting valuable remarks.

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Information Gathering Schemes for Collaborative Sensor Devices

Cited by 25 publications

References 9 publications

Distributed and morphological operation-based data collection algorithm

Distributed and morphological operation-based data collection algorithm

Progress of IoT Research Technologies and Applications Serving Hajj and Umrah

Personal Privacy Evaluation of Smart Devices Applications Serving Hajj and Umrah Rituals

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